SlideShare uma empresa Scribd logo
1 de 43
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
CloudComputing in Healthcare & LifeSciences
Susant Mallick
Lead & Digital Evangelist HCLS EMEA
Amazon Web Services
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
400M
people
1 out of 3
people
will be diagnosed with
cancer in their lifetime
1B adults
have hypertension
An estimated
500 million
people
suffer from respiratory
diseases
+
worldwide have diabetes
Demographic Dividend – Which is Mother of Necessity
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
1.35 Bn
32
Health Care Burden in India
1
649K
3-4
65%
1
2
3
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
2/3
More than two-thirds of
IT budgets go toward
keeping the lights on
54%
of Hospital CEOs see the
transition from volume to value
as their biggest financial
challenge
The new normal in Healthcare
Data Driven Care Delivery
Rise of Personalized Medicine
& Genomics sequencing
Pill to Pill+ Transformation
Increasing Prevalence of
Cyber Attacks & Regulatory
Compliance
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
FOCUS
on
differentiating
your company.
new technology
into care
delivery.
INCORPORATE
your data
intelligently.
MANAGE
risk.
REDUCE
Responding To New Normal Requires a New Model ( FIRM)
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
FOCUSON INNOVATION
And ReduceTechnical Debt
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Put the customer first,
invent and be patient…
Jeffrey P. Bezos
Founder and Chief Executive Officer
Amazon.com, Inc.
We had three big ideas at
Amazon that we have stuck
with for 20+ years, and they are
the reason we are successful:
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Amazon’s culture of innovation
Customer
obsession
Invent on
behalf of the customer
Customer
obsession
“Start every process
with the customer and
work backwards.”
“Be stubborn on the
vision but flexible on
the details.”
“We are very
comfortable being
misunderstood.”
Long-term
thinking
“Whenever we have a problem…we
never accept either-or thinking.”
“You need to listen to
customers…but they won’t
tell you everything.”
“The only reason
Amazon exists today
in any form.”
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Startup customers innovating on AWS
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS Global Infrastructure
Over 1 million active customers across 190 countries
22 Geographical Regions, 1 Local Region, 69 Availability Zones, 180 POPs
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
The broadest and deepest platform for today’s builders
Technical &
Business Support
Marketplace
7 SERVICES
Analytics
11 SERVICES
IoT
11 SERVICES
Machine
Learning
20 SERVICES
Core
Services
5 SERVICES
Management
Tools
8 SERVICES
DevOps
11 SERVICES
Blockchain
2 SERVICES
Mobile
Services
8 SERVICES
App
Services
5 SERVICES
Infrastructure
7 SERVICES
Enterprise Apps
9 SERVICES
Migration
7 SERVICES
Security &
Compliance
19 SERVICES
9 SERVICES
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Building blocks of a digitally-enhanced, data-driven world
COMPUTE
STORAGE
DATABASE
NETWORKING
SECURITY +
COMPLIANCE
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
You focus on
patients, healthcare
innovation, and
therapies..
AWS delivers scalable,
secure, compliant and cost
efficient infrastructure…
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Yielding ever-greater leverage, agility and velocity
ANALYTICS
MACHINE
LEARNING
IOT
DEV TOOLS
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
INCORPORATE new technology inCare
delivery
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Capabilities and technologies reshaping healthcare
1
Voice
ASR/NLU
Vision
CV/DL/RL/NLP
2 3 4
Prediction
ML
Sensation
IoT
Automation
Bots/Robotics
Perception
AR/VR
Mobility
GPS/BTLE/5G
Trust
Blockchain
5 6 7 8
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Provider IndustryPayer
US Gov’t
Non-profit
We empower luminaries
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
• Enhance Clinical Experience
• Increase Efficiency by
lowering operational
burdens
CLINICAL
EXPERIENCE
• Deliver Faster, more
scalable & secured
platform
AGILE
• Standardizing & storing the
data with low cost storage
• One Platform to store health
data
STORE
• Standardize the
calculations, naming
conventions, and data
processes
INTEROPERABIL
ITY
• Optimize efficiency & care
delivery by embracing AI/ML
• Machine Learning Lab
OPTIMIZE
• Organize the data so the
right people have access
to the right data
ACCESSIBLE
INNOVATION ACROSS GLOBE DATA INTEROPERABILITY DATA DRIVEN CARE DELIVERY
“Our work with Amazon, and AWS is key component for next chapter at Cerner..we’re joining forces with AWS to
help fuel our strategy of making Cerner more Agile & Nimble”.
Brent Shafer, CEO, & Chairman, Cerner
Cerner’s Multifaceted Strategic Collaboration with AWS
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Biopharma DevicesSolutions & Services
We empower luminaries
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Where does care happen?
anywhere, anytime, customer-friendly, AI-enabled
Primary Care 2.0
Chronic Care CoachesAutomatedTriage Bots
AutonomousTransport
On-demand Care
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
How are diagnoses made?
earlier, faster, personalized, AI-augmented, anywhere
Imaging Decision Support
Mobile Connected Devices
Liquid biopsy
Voice-as-a-Biomarker
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
How are interventions changing?
molecularprecision,digitaltherapies,mobile+continuousmonitoring
DigitalTxPrecision Medicine Continuous
monitoring/alerting
Smart/connected devices
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
How is clinical workflow evolving?
Hands-free,optimized+predictive,automated,plug-and-playtooling
Predictive OperationsHands-free Capture & Control RoboticAutomation
Seamless Integration
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Patient Engagement or Pill + Model
1
2
3 4
6
75
8
9
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
The future is already
here — it’s just not very
evenly distributed.
William Gibson, 1993
Speculative fiction writer; cyberpunk
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
ManageYour Data Diligently
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Put machine learning in the
hands of every developer
Our mission at AWS
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Our Approach for Machine Learning
Customer-focused
90%+ of our ML roadmap is
defined by customers
Multi-framework
Support for the most
popular frameworks
Pace of innovation
200+ new ML launches and major feature
updates in the
last year
Breadth and depth
A wide range of AI and ML services in-
production
Security and analytics
Deep set of security and
encryption features, with robust analytics
capabilities
Embedded R&D
Customer-centric approach to
advancing the state of the art
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AI Services
R E K O G N I T I O N
I M A G E
P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D L E XR E K O G N I T I O N
V I D E O
F O R E C A S TT E X T R A C T P E R S O N A L I Z E
VISION SPEECH LANGUAGE CHATBOTS FORECASTING RECOMMENDATIONS
ML Services Amazon
SageMaker Ground Truth Notebooks Algorithms + Marketplace
Reinforcement
Learning
Training Optimization Deployment Hosting
ML Frameworks +
Infrastructure EC2 P3
& P3dn
EC2
C5
FPGAs Greengrass
Elastic
inference
FRAMEWORKS INTERFACES INFRASTRUCTURE
Inferentia
EC2
G4
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AI Services
Pre-trained AI services that require
no ML skills or training
Easily add intelligence to your existing
apps and workflows
Quality and accuracy from
continuously-learning APIs
A I S E R V I C E S
R E O G N I T I O N
I M A G E
P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D
& C O P R E H E N D
M E D I C A L
L E XR E K O G N I T I O N
V I D E O
Vision Speech Chatbots
F O R E C A S TT E X T R A C T P E R S O N A L I Z E
Language Forecasting Recommendations
Pre-trained AI services that require
no ML skills or training
Easily add intelligence to your existing
apps and workflows
Quality and accuracy from
continuously-learning APIs
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
1.2B created / year, critical information trapped, difficult to extract insights
Example: Unstructured Medical Information Documents
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Natural language processing to extract medical information with high accuracy
Amazon Comprehend Medical
Entities
• Medication
• Medical condition
• Test,Treatments and Procedures
• Anatomy
• Protected Health Information
(PHI)
Relationship Extraction
• Medication and dosage
• Test and result
• Many more
EntityTraits
• Negation
• Diagnosis, Sign or
Symptom
Protected Health Information
Identification
Medical Named Entity and Relationship
Extraction
NERe API PHId API
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Reduce Risk
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Strengthen your security posture
”Healthcare institutions
don’t have the time and
resources to devote to
cybersecurity that an
established cloud provider
might have.”
Lee Kim – Director, Privacy
and Security, HIMSS North
America
38
Security infrastructure built to satisfy military,
global banks, and other high-sensitivity
organizations
Leverage security enhancements from 1M+
customer experiences
Benefit from AWS industry leading security
teams 24/7, 365 days a year
Over 50 global compliance certifications and
accreditations
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Complying with virtually every regulatory agency
CSA
Cloud Security
Alliance Controls
ISO 9001
Global Quality
Standard
ISO 27001
Security Management
Controls
ISO 27017
Cloud Specific
Controls
ISO 27018
Personal Data
Protection
PCI DSS Level 1
Payment Card
Standards
SOC 1
Audit Controls
Report
SOC 2
Security, Availability, &
Confidentiality Report
SOC 3
General Controls
Report
Global United States
CJIS
Criminal Justice
Information Services
DoD SRG
DoD Data
Processing
FedRAMP
Government Data
Standards
FERPA
Educational
Privacy Act
FIPS
Government Security
Standards
FISMA
Federal Information
Security Management
GxP
Quality Guidelines
and Regulations
ISO FFIEC
Financial Institutions
Regulation
HIPAA
Protected Health
Information
ITAR
International Arms
Regulations
MPAA
Protected Media
Content
NIST
National Institute of
Standards and Technology
SEC Rule 17a-4(f)
Financial Data
Standards
VPAT/Section 508
Accountability
Standards
Asia Pacific
FISC [Japan]
Financial Industry
Information Systems
IRAP [Australia]
Australian Security
Standards
K-ISMS [Korea]
Korean Information
Security
MTCS Tier 3 [Singapore]
Multi-Tier Cloud
Security Standard
My Number Act [Japan]
Personal Information
Protection
Europe
C5 [Germany]
Operational Security
Attestation
Cyber Essentials
Plus [UK]
Cyber Threat
Protection
G-Cloud [UK]
UK Government
Standards
IT-Grundschutz
[Germany]
Baseline Protection
Methodology
X P
G
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS helps you secure
Compliance
AWS Artifact
Amazon Inspector
AWS CloudHSM
Amazon Cognito
AWS CloudTrail
Security
Amazon GuardDuty
AWS Shield
AWS WAF
Amazon Macie
Amazon Virtual Private
Cloud (Amazon VPC)
Encryption
AWS Certificate Manager
AWS Key Management
Service (AWS KMS)
Encryption at rest
Encryption in transit
Bring your own keys, HSM
support
Identity
AWS Identity and Access
Management (IAM)
AWS Single Sign-On
Amazon Cloud Directory
AWS Directory Service
AWS Organizations
Customers need to have multiple levels of security, identity and access management,
encryption, and compliance to secure their data lake
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Time to put New normal into practice
Who is your customer?
Are you putting the customer first?
Are you inventing on their behalf?
Do you have a long-term vision?
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Go and Build
Thank you!
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Susant Mallick
susantma@amazon.com
MSusant2

Mais conteúdo relacionado

Mais procurados

SentinelOne - NOAH19 Tel Aviv
SentinelOne - NOAH19 Tel AvivSentinelOne - NOAH19 Tel Aviv
SentinelOne - NOAH19 Tel AvivNOAH Advisors
 
The 4 Top Artificial Intelligence Trends For 2021
The 4 Top Artificial Intelligence Trends For 2021The 4 Top Artificial Intelligence Trends For 2021
The 4 Top Artificial Intelligence Trends For 2021Bernard Marr
 
Are You Ready for VAS 2.0 with LTE?
Are You Ready for VAS 2.0 with LTE?Are You Ready for VAS 2.0 with LTE?
Are You Ready for VAS 2.0 with LTE?Continuous Computing
 
A VISION OF THE TELECOM FUTURE IN THE YEAR 2020
A VISION OF THE TELECOM FUTURE IN THE YEAR 2020A VISION OF THE TELECOM FUTURE IN THE YEAR 2020
A VISION OF THE TELECOM FUTURE IN THE YEAR 2020telegyan
 
Changing Telecom trends with VAS- Value Added Services
Changing Telecom trends with VAS- Value Added ServicesChanging Telecom trends with VAS- Value Added Services
Changing Telecom trends with VAS- Value Added ServicesMahindra Comviva
 
Telecom Technology Chapter Time Insight 2011
Telecom Technology Chapter  Time Insight 2011Telecom Technology Chapter  Time Insight 2011
Telecom Technology Chapter Time Insight 2011Arvindkumar Solaiappa
 
Sandy carter social 20 final
Sandy carter  social 20   finalSandy carter  social 20   final
Sandy carter social 20 finalSandy Carter
 
Top 10 greatest ai trends in business 2020
Top 10 greatest ai trends in business 2020 Top 10 greatest ai trends in business 2020
Top 10 greatest ai trends in business 2020 Jnr Masero
 
Keynote_Melco_MelcoResortsDigitalTransformationJourney
Keynote_Melco_MelcoResortsDigitalTransformationJourneyKeynote_Melco_MelcoResortsDigitalTransformationJourney
Keynote_Melco_MelcoResortsDigitalTransformationJourneyAmazon Web Services
 
Big Data and Artificial Intelligence: Game Changer
Big Data and Artificial Intelligence: Game ChangerBig Data and Artificial Intelligence: Game Changer
Big Data and Artificial Intelligence: Game ChangerDavid Asirvatham
 
Nova era računarstva
Nova era računarstvaNova era računarstva
Nova era računarstvaIBMSMMA
 
2017 Strategic Technology and Marketing Trends - Sacha Vekeman
2017 Strategic Technology and Marketing Trends - Sacha Vekeman2017 Strategic Technology and Marketing Trends - Sacha Vekeman
2017 Strategic Technology and Marketing Trends - Sacha Vekeman247 Invest
 
The Future of Mobile Messaging
The Future of Mobile MessagingThe Future of Mobile Messaging
The Future of Mobile MessagingKirstie Wilson
 
Helping SMEs go digital
Helping SMEs go digitalHelping SMEs go digital
Helping SMEs go digitalOvum
 
Post-Pandemic and the emergence of AI Techology
Post-Pandemic and the emergence of AI TechologyPost-Pandemic and the emergence of AI Techology
Post-Pandemic and the emergence of AI TechologyDavid Asirvatham
 
The Amazing Ways That L’Oréal Uses Artificial Intelligence To Drive Business ...
The Amazing Ways That L’Oréal Uses Artificial Intelligence To Drive Business ...The Amazing Ways That L’Oréal Uses Artificial Intelligence To Drive Business ...
The Amazing Ways That L’Oréal Uses Artificial Intelligence To Drive Business ...Bernard Marr
 
Communication Service Providers (CSP) and the Telecom API Ecosystem
 Communication Service Providers (CSP) and the Telecom API Ecosystem Communication Service Providers (CSP) and the Telecom API Ecosystem
Communication Service Providers (CSP) and the Telecom API EcosystemAlan Quayle
 
How Splunk connects Salesforce
How Splunk connects SalesforceHow Splunk connects Salesforce
How Splunk connects SalesforceMuleSoft
 
Telcos Strategic Positioning in the New World (Slovenia Telco Day 2013)
Telcos Strategic Positioning in the New World (Slovenia Telco Day 2013)Telcos Strategic Positioning in the New World (Slovenia Telco Day 2013)
Telcos Strategic Positioning in the New World (Slovenia Telco Day 2013)Rob Van Den Dam
 

Mais procurados (20)

SentinelOne - NOAH19 Tel Aviv
SentinelOne - NOAH19 Tel AvivSentinelOne - NOAH19 Tel Aviv
SentinelOne - NOAH19 Tel Aviv
 
The 4 Top Artificial Intelligence Trends For 2021
The 4 Top Artificial Intelligence Trends For 2021The 4 Top Artificial Intelligence Trends For 2021
The 4 Top Artificial Intelligence Trends For 2021
 
Are You Ready for VAS 2.0 with LTE?
Are You Ready for VAS 2.0 with LTE?Are You Ready for VAS 2.0 with LTE?
Are You Ready for VAS 2.0 with LTE?
 
A VISION OF THE TELECOM FUTURE IN THE YEAR 2020
A VISION OF THE TELECOM FUTURE IN THE YEAR 2020A VISION OF THE TELECOM FUTURE IN THE YEAR 2020
A VISION OF THE TELECOM FUTURE IN THE YEAR 2020
 
Changing Telecom trends with VAS- Value Added Services
Changing Telecom trends with VAS- Value Added ServicesChanging Telecom trends with VAS- Value Added Services
Changing Telecom trends with VAS- Value Added Services
 
Telecom Technology Chapter Time Insight 2011
Telecom Technology Chapter  Time Insight 2011Telecom Technology Chapter  Time Insight 2011
Telecom Technology Chapter Time Insight 2011
 
Sandy carter social 20 final
Sandy carter  social 20   finalSandy carter  social 20   final
Sandy carter social 20 final
 
Top 10 greatest ai trends in business 2020
Top 10 greatest ai trends in business 2020 Top 10 greatest ai trends in business 2020
Top 10 greatest ai trends in business 2020
 
Keynote_Melco_MelcoResortsDigitalTransformationJourney
Keynote_Melco_MelcoResortsDigitalTransformationJourneyKeynote_Melco_MelcoResortsDigitalTransformationJourney
Keynote_Melco_MelcoResortsDigitalTransformationJourney
 
Big Data and Artificial Intelligence: Game Changer
Big Data and Artificial Intelligence: Game ChangerBig Data and Artificial Intelligence: Game Changer
Big Data and Artificial Intelligence: Game Changer
 
Nova era računarstva
Nova era računarstvaNova era računarstva
Nova era računarstva
 
2017 Strategic Technology and Marketing Trends - Sacha Vekeman
2017 Strategic Technology and Marketing Trends - Sacha Vekeman2017 Strategic Technology and Marketing Trends - Sacha Vekeman
2017 Strategic Technology and Marketing Trends - Sacha Vekeman
 
The Future of Mobile Messaging
The Future of Mobile MessagingThe Future of Mobile Messaging
The Future of Mobile Messaging
 
Helping SMEs go digital
Helping SMEs go digitalHelping SMEs go digital
Helping SMEs go digital
 
Post-Pandemic and the emergence of AI Techology
Post-Pandemic and the emergence of AI TechologyPost-Pandemic and the emergence of AI Techology
Post-Pandemic and the emergence of AI Techology
 
The Amazing Ways That L’Oréal Uses Artificial Intelligence To Drive Business ...
The Amazing Ways That L’Oréal Uses Artificial Intelligence To Drive Business ...The Amazing Ways That L’Oréal Uses Artificial Intelligence To Drive Business ...
The Amazing Ways That L’Oréal Uses Artificial Intelligence To Drive Business ...
 
Communication Service Providers (CSP) and the Telecom API Ecosystem
 Communication Service Providers (CSP) and the Telecom API Ecosystem Communication Service Providers (CSP) and the Telecom API Ecosystem
Communication Service Providers (CSP) and the Telecom API Ecosystem
 
How Splunk connects Salesforce
How Splunk connects SalesforceHow Splunk connects Salesforce
How Splunk connects Salesforce
 
mVAS presentation
mVAS presentationmVAS presentation
mVAS presentation
 
Telcos Strategic Positioning in the New World (Slovenia Telco Day 2013)
Telcos Strategic Positioning in the New World (Slovenia Telco Day 2013)Telcos Strategic Positioning in the New World (Slovenia Telco Day 2013)
Telcos Strategic Positioning in the New World (Slovenia Telco Day 2013)
 

Semelhante a Cloud computing in healthcare & life sciences

AWS Summit Singapore 2019 | Realising Business Value with AWS Analytics Services
AWS Summit Singapore 2019 | Realising Business Value with AWS Analytics ServicesAWS Summit Singapore 2019 | Realising Business Value with AWS Analytics Services
AWS Summit Singapore 2019 | Realising Business Value with AWS Analytics ServicesAWS Summits
 
Rendi le tue app più smart con i servizi AI di AWS
Rendi le tue app più smart con i servizi AI di AWSRendi le tue app più smart con i servizi AI di AWS
Rendi le tue app più smart con i servizi AI di AWSAmazon Web Services
 
Building intelligent applications using AI services
Building intelligent applications using AI servicesBuilding intelligent applications using AI services
Building intelligent applications using AI servicesAmazon Web Services
 
Mining intelligent insights with ease: AI/ML for Financial Services
Mining intelligent insights with ease: AI/ML for Financial ServicesMining intelligent insights with ease: AI/ML for Financial Services
Mining intelligent insights with ease: AI/ML for Financial ServicesAmazon Web Services
 
Build intelligent applications using AI services
Build intelligent applications using AI servicesBuild intelligent applications using AI services
Build intelligent applications using AI servicesAmazon Web Services
 
AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習
AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習
AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習Amazon Web Services
 
SKL208 - Turbocharge your Business with AI and Machine Learning - Tel Aviv Su...
SKL208 - Turbocharge your Business with AI and Machine Learning - Tel Aviv Su...SKL208 - Turbocharge your Business with AI and Machine Learning - Tel Aviv Su...
SKL208 - Turbocharge your Business with AI and Machine Learning - Tel Aviv Su...Boaz Ziniman
 
Turbocharge your business with AI and Machine Learning | AWS Summit Tel Aviv ...
Turbocharge your business with AI and Machine Learning | AWS Summit Tel Aviv ...Turbocharge your business with AI and Machine Learning | AWS Summit Tel Aviv ...
Turbocharge your business with AI and Machine Learning | AWS Summit Tel Aviv ...Amazon Web Services
 
Drive digital transformation with AI
Drive digital transformation with AIDrive digital transformation with AI
Drive digital transformation with AIAmazon Web Services
 
人工智慧雲服務與金融服務應用
人工智慧雲服務與金融服務應用人工智慧雲服務與金融服務應用
人工智慧雲服務與金融服務應用Amazon Web Services
 
Build Intelligent Applications Using AI Services
Build Intelligent Applications Using AI ServicesBuild Intelligent Applications Using AI Services
Build Intelligent Applications Using AI ServicesAmazon Web Services
 
AWS Summit Singapore 2019 | Transformation in the Enterprise
AWS Summit Singapore 2019 | Transformation in the EnterpriseAWS Summit Singapore 2019 | Transformation in the Enterprise
AWS Summit Singapore 2019 | Transformation in the EnterpriseAWS Summits
 
AWS Summit Singapore 2019 | Transformation in the Enterprise
AWS Summit Singapore 2019 | Transformation in the EnterpriseAWS Summit Singapore 2019 | Transformation in the Enterprise
AWS Summit Singapore 2019 | Transformation in the EnterpriseAWS Summits
 
Enabling Transformation through Agility & Innovation - AWS Transformation Day...
Enabling Transformation through Agility & Innovation - AWS Transformation Day...Enabling Transformation through Agility & Innovation - AWS Transformation Day...
Enabling Transformation through Agility & Innovation - AWS Transformation Day...Amazon Web Services
 
Drive Digital Transformation using ML
Drive Digital Transformation using MLDrive Digital Transformation using ML
Drive Digital Transformation using MLAmazon Web Services
 
[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...
[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...
[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...Amazon Web Services Korea
 
From Unattended Ground Sensors (UGS) to Installations; Leveraging AWS IoT fo...
 From Unattended Ground Sensors (UGS) to Installations; Leveraging AWS IoT fo... From Unattended Ground Sensors (UGS) to Installations; Leveraging AWS IoT fo...
From Unattended Ground Sensors (UGS) to Installations; Leveraging AWS IoT fo...Amazon Web Services
 
Building and deploying AI/ML models on AWS for Biosciences professionals
Building and deploying AI/ML models on AWS for Biosciences professionalsBuilding and deploying AI/ML models on AWS for Biosciences professionals
Building and deploying AI/ML models on AWS for Biosciences professionalsjavier ramirez
 
Modern Application Development in the Cloud
Modern Application Development in the CloudModern Application Development in the Cloud
Modern Application Development in the CloudAmazon Web Services
 

Semelhante a Cloud computing in healthcare & life sciences (20)

AWS Summit Singapore 2019 | Realising Business Value with AWS Analytics Services
AWS Summit Singapore 2019 | Realising Business Value with AWS Analytics ServicesAWS Summit Singapore 2019 | Realising Business Value with AWS Analytics Services
AWS Summit Singapore 2019 | Realising Business Value with AWS Analytics Services
 
Rendi le tue app più smart con i servizi AI di AWS
Rendi le tue app più smart con i servizi AI di AWSRendi le tue app più smart con i servizi AI di AWS
Rendi le tue app più smart con i servizi AI di AWS
 
Building intelligent applications using AI services
Building intelligent applications using AI servicesBuilding intelligent applications using AI services
Building intelligent applications using AI services
 
Mining intelligent insights with ease: AI/ML for Financial Services
Mining intelligent insights with ease: AI/ML for Financial ServicesMining intelligent insights with ease: AI/ML for Financial Services
Mining intelligent insights with ease: AI/ML for Financial Services
 
Build intelligent applications using AI services
Build intelligent applications using AI servicesBuild intelligent applications using AI services
Build intelligent applications using AI services
 
AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習
AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習
AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習
 
SKL208 - Turbocharge your Business with AI and Machine Learning - Tel Aviv Su...
SKL208 - Turbocharge your Business with AI and Machine Learning - Tel Aviv Su...SKL208 - Turbocharge your Business with AI and Machine Learning - Tel Aviv Su...
SKL208 - Turbocharge your Business with AI and Machine Learning - Tel Aviv Su...
 
Turbocharge your business with AI and Machine Learning | AWS Summit Tel Aviv ...
Turbocharge your business with AI and Machine Learning | AWS Summit Tel Aviv ...Turbocharge your business with AI and Machine Learning | AWS Summit Tel Aviv ...
Turbocharge your business with AI and Machine Learning | AWS Summit Tel Aviv ...
 
Drive digital transformation with AI
Drive digital transformation with AIDrive digital transformation with AI
Drive digital transformation with AI
 
人工智慧雲服務與金融服務應用
人工智慧雲服務與金融服務應用人工智慧雲服務與金融服務應用
人工智慧雲服務與金融服務應用
 
Build Intelligent Applications Using AI Services
Build Intelligent Applications Using AI ServicesBuild Intelligent Applications Using AI Services
Build Intelligent Applications Using AI Services
 
AWS Summit Singapore 2019 | Transformation in the Enterprise
AWS Summit Singapore 2019 | Transformation in the EnterpriseAWS Summit Singapore 2019 | Transformation in the Enterprise
AWS Summit Singapore 2019 | Transformation in the Enterprise
 
AWS Summit Singapore 2019 | Transformation in the Enterprise
AWS Summit Singapore 2019 | Transformation in the EnterpriseAWS Summit Singapore 2019 | Transformation in the Enterprise
AWS Summit Singapore 2019 | Transformation in the Enterprise
 
Enabling Transformation through Agility & Innovation - AWS Transformation Day...
Enabling Transformation through Agility & Innovation - AWS Transformation Day...Enabling Transformation through Agility & Innovation - AWS Transformation Day...
Enabling Transformation through Agility & Innovation - AWS Transformation Day...
 
Digital Transformation
Digital TransformationDigital Transformation
Digital Transformation
 
Drive Digital Transformation using ML
Drive Digital Transformation using MLDrive Digital Transformation using ML
Drive Digital Transformation using ML
 
[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...
[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...
[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...
 
From Unattended Ground Sensors (UGS) to Installations; Leveraging AWS IoT fo...
 From Unattended Ground Sensors (UGS) to Installations; Leveraging AWS IoT fo... From Unattended Ground Sensors (UGS) to Installations; Leveraging AWS IoT fo...
From Unattended Ground Sensors (UGS) to Installations; Leveraging AWS IoT fo...
 
Building and deploying AI/ML models on AWS for Biosciences professionals
Building and deploying AI/ML models on AWS for Biosciences professionalsBuilding and deploying AI/ML models on AWS for Biosciences professionals
Building and deploying AI/ML models on AWS for Biosciences professionals
 
Modern Application Development in the Cloud
Modern Application Development in the CloudModern Application Development in the Cloud
Modern Application Development in the Cloud
 

Último

Health literacies in marginalised communities LILAC 24.pptx
Health literacies in marginalised communities LILAC 24.pptxHealth literacies in marginalised communities LILAC 24.pptx
Health literacies in marginalised communities LILAC 24.pptxPamela McKinney
 
Understanding Warts and Moles: Differences, Types, and Common Locations
Understanding Warts and Moles: Differences, Types, and Common LocationsUnderstanding Warts and Moles: Differences, Types, and Common Locations
Understanding Warts and Moles: Differences, Types, and Common LocationsNeha Sharma
 
Introduction to Evaluation and Skin Benefits
Introduction to Evaluation and Skin BenefitsIntroduction to Evaluation and Skin Benefits
Introduction to Evaluation and Skin Benefitssahilgabhane29
 
Artificial Intelligence in Healthcare: Challenges, Risks, Benefits
Artificial Intelligence in Healthcare: Challenges, Risks, BenefitsArtificial Intelligence in Healthcare: Challenges, Risks, Benefits
Artificial Intelligence in Healthcare: Challenges, Risks, BenefitsIris Thiele Isip-Tan
 
Three Keys to a Successful Margin: Charges, Costs, and Labor
Three Keys to a Successful Margin: Charges, Costs, and LaborThree Keys to a Successful Margin: Charges, Costs, and Labor
Three Keys to a Successful Margin: Charges, Costs, and LaborHealth Catalyst
 
Eating Disorders in Athletes I Sports Psychology
Eating Disorders in Athletes I Sports PsychologyEating Disorders in Athletes I Sports Psychology
Eating Disorders in Athletes I Sports Psychologyshantisphysio
 
person with disability and pwd act ppt.pptx
person with disability and pwd act ppt.pptxperson with disability and pwd act ppt.pptx
person with disability and pwd act ppt.pptxMUKESH PADMANABHAN
 
LARYNGEAL CANCER.pptx Prepared by Neha Kewat
LARYNGEAL CANCER.pptx  Prepared by Neha KewatLARYNGEAL CANCER.pptx  Prepared by Neha Kewat
LARYNGEAL CANCER.pptx Prepared by Neha KewatNehaKewat
 
EYE CANCER.pptx prepared by Neha kewat digital learning
EYE CANCER.pptx prepared by  Neha kewat digital learningEYE CANCER.pptx prepared by  Neha kewat digital learning
EYE CANCER.pptx prepared by Neha kewat digital learningNehaKewat
 
CECT NECK NECK ANGIOGRAPHY CAROTID ANGIOGRAPHY
CECT NECK NECK ANGIOGRAPHY CAROTID ANGIOGRAPHYCECT NECK NECK ANGIOGRAPHY CAROTID ANGIOGRAPHY
CECT NECK NECK ANGIOGRAPHY CAROTID ANGIOGRAPHYRMC
 
Pharmacovigilance audits inspections.pptx
Pharmacovigilance audits inspections.pptxPharmacovigilance audits inspections.pptx
Pharmacovigilance audits inspections.pptxCliniminds India
 
Identifying Signs of Mental Health Presentation (1).pptx
Identifying Signs of Mental Health Presentation (1).pptxIdentifying Signs of Mental Health Presentation (1).pptx
Identifying Signs of Mental Health Presentation (1).pptxsandhulove46637
 
Anatomy Shelf Notevbhhhhhhhhhhhhhhhs.pdf
Anatomy Shelf Notevbhhhhhhhhhhhhhhhs.pdfAnatomy Shelf Notevbhhhhhhhhhhhhhhhs.pdf
Anatomy Shelf Notevbhhhhhhhhhhhhhhhs.pdfhezamzaki1
 
Toothpaste for bleeding gums and sensitive teeth. Teeth whitening, Mouthwash....
Toothpaste for bleeding gums and sensitive teeth. Teeth whitening, Mouthwash....Toothpaste for bleeding gums and sensitive teeth. Teeth whitening, Mouthwash....
Toothpaste for bleeding gums and sensitive teeth. Teeth whitening, Mouthwash....sharyurangari111
 
Diseases of the Respiratory System (J00-J99),.pptx
Diseases of the Respiratory System (J00-J99),.pptxDiseases of the Respiratory System (J00-J99),.pptx
Diseases of the Respiratory System (J00-J99),.pptxEMADABATHINI PRABHU TEJA
 
2024 Compliatric Webianr Series - Contracts and MOUs from a HRSA Perspective.pdf
2024 Compliatric Webianr Series - Contracts and MOUs from a HRSA Perspective.pdf2024 Compliatric Webianr Series - Contracts and MOUs from a HRSA Perspective.pdf
2024 Compliatric Webianr Series - Contracts and MOUs from a HRSA Perspective.pdfCompliatric Where Compliance Happens
 
Empathy Is a Stress Response - Choose Compassion instead
Empathy Is a Stress Response - Choose Compassion insteadEmpathy Is a Stress Response - Choose Compassion instead
Empathy Is a Stress Response - Choose Compassion insteadAlex Clapson
 
Basics of Giant Cell Tumor of bone (GCTB)
Basics of Giant Cell Tumor of bone (GCTB)Basics of Giant Cell Tumor of bone (GCTB)
Basics of Giant Cell Tumor of bone (GCTB)bishwabandhuniraula
 

Último (20)

Health literacies in marginalised communities LILAC 24.pptx
Health literacies in marginalised communities LILAC 24.pptxHealth literacies in marginalised communities LILAC 24.pptx
Health literacies in marginalised communities LILAC 24.pptx
 
Understanding Warts and Moles: Differences, Types, and Common Locations
Understanding Warts and Moles: Differences, Types, and Common LocationsUnderstanding Warts and Moles: Differences, Types, and Common Locations
Understanding Warts and Moles: Differences, Types, and Common Locations
 
Introduction to Evaluation and Skin Benefits
Introduction to Evaluation and Skin BenefitsIntroduction to Evaluation and Skin Benefits
Introduction to Evaluation and Skin Benefits
 
Painting Rats White Angers Them to No End
Painting Rats White Angers Them to No EndPainting Rats White Angers Them to No End
Painting Rats White Angers Them to No End
 
Artificial Intelligence in Healthcare: Challenges, Risks, Benefits
Artificial Intelligence in Healthcare: Challenges, Risks, BenefitsArtificial Intelligence in Healthcare: Challenges, Risks, Benefits
Artificial Intelligence in Healthcare: Challenges, Risks, Benefits
 
Three Keys to a Successful Margin: Charges, Costs, and Labor
Three Keys to a Successful Margin: Charges, Costs, and LaborThree Keys to a Successful Margin: Charges, Costs, and Labor
Three Keys to a Successful Margin: Charges, Costs, and Labor
 
Eating Disorders in Athletes I Sports Psychology
Eating Disorders in Athletes I Sports PsychologyEating Disorders in Athletes I Sports Psychology
Eating Disorders in Athletes I Sports Psychology
 
person with disability and pwd act ppt.pptx
person with disability and pwd act ppt.pptxperson with disability and pwd act ppt.pptx
person with disability and pwd act ppt.pptx
 
LARYNGEAL CANCER.pptx Prepared by Neha Kewat
LARYNGEAL CANCER.pptx  Prepared by Neha KewatLARYNGEAL CANCER.pptx  Prepared by Neha Kewat
LARYNGEAL CANCER.pptx Prepared by Neha Kewat
 
EYE CANCER.pptx prepared by Neha kewat digital learning
EYE CANCER.pptx prepared by  Neha kewat digital learningEYE CANCER.pptx prepared by  Neha kewat digital learning
EYE CANCER.pptx prepared by Neha kewat digital learning
 
CECT NECK NECK ANGIOGRAPHY CAROTID ANGIOGRAPHY
CECT NECK NECK ANGIOGRAPHY CAROTID ANGIOGRAPHYCECT NECK NECK ANGIOGRAPHY CAROTID ANGIOGRAPHY
CECT NECK NECK ANGIOGRAPHY CAROTID ANGIOGRAPHY
 
Pharmacovigilance audits inspections.pptx
Pharmacovigilance audits inspections.pptxPharmacovigilance audits inspections.pptx
Pharmacovigilance audits inspections.pptx
 
Annual Training
Annual TrainingAnnual Training
Annual Training
 
Identifying Signs of Mental Health Presentation (1).pptx
Identifying Signs of Mental Health Presentation (1).pptxIdentifying Signs of Mental Health Presentation (1).pptx
Identifying Signs of Mental Health Presentation (1).pptx
 
Anatomy Shelf Notevbhhhhhhhhhhhhhhhs.pdf
Anatomy Shelf Notevbhhhhhhhhhhhhhhhs.pdfAnatomy Shelf Notevbhhhhhhhhhhhhhhhs.pdf
Anatomy Shelf Notevbhhhhhhhhhhhhhhhs.pdf
 
Toothpaste for bleeding gums and sensitive teeth. Teeth whitening, Mouthwash....
Toothpaste for bleeding gums and sensitive teeth. Teeth whitening, Mouthwash....Toothpaste for bleeding gums and sensitive teeth. Teeth whitening, Mouthwash....
Toothpaste for bleeding gums and sensitive teeth. Teeth whitening, Mouthwash....
 
Diseases of the Respiratory System (J00-J99),.pptx
Diseases of the Respiratory System (J00-J99),.pptxDiseases of the Respiratory System (J00-J99),.pptx
Diseases of the Respiratory System (J00-J99),.pptx
 
2024 Compliatric Webianr Series - Contracts and MOUs from a HRSA Perspective.pdf
2024 Compliatric Webianr Series - Contracts and MOUs from a HRSA Perspective.pdf2024 Compliatric Webianr Series - Contracts and MOUs from a HRSA Perspective.pdf
2024 Compliatric Webianr Series - Contracts and MOUs from a HRSA Perspective.pdf
 
Empathy Is a Stress Response - Choose Compassion instead
Empathy Is a Stress Response - Choose Compassion insteadEmpathy Is a Stress Response - Choose Compassion instead
Empathy Is a Stress Response - Choose Compassion instead
 
Basics of Giant Cell Tumor of bone (GCTB)
Basics of Giant Cell Tumor of bone (GCTB)Basics of Giant Cell Tumor of bone (GCTB)
Basics of Giant Cell Tumor of bone (GCTB)
 

Cloud computing in healthcare & life sciences

  • 1. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T CloudComputing in Healthcare & LifeSciences Susant Mallick Lead & Digital Evangelist HCLS EMEA Amazon Web Services
  • 2. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T 400M people 1 out of 3 people will be diagnosed with cancer in their lifetime 1B adults have hypertension An estimated 500 million people suffer from respiratory diseases + worldwide have diabetes Demographic Dividend – Which is Mother of Necessity
  • 3. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T 1.35 Bn 32 Health Care Burden in India 1 649K 3-4 65% 1 2 3
  • 4. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T 2/3 More than two-thirds of IT budgets go toward keeping the lights on 54% of Hospital CEOs see the transition from volume to value as their biggest financial challenge The new normal in Healthcare Data Driven Care Delivery Rise of Personalized Medicine & Genomics sequencing Pill to Pill+ Transformation Increasing Prevalence of Cyber Attacks & Regulatory Compliance
  • 5. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T FOCUS on differentiating your company. new technology into care delivery. INCORPORATE your data intelligently. MANAGE risk. REDUCE Responding To New Normal Requires a New Model ( FIRM)
  • 6. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. FOCUSON INNOVATION And ReduceTechnical Debt
  • 7. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Put the customer first, invent and be patient… Jeffrey P. Bezos Founder and Chief Executive Officer Amazon.com, Inc. We had three big ideas at Amazon that we have stuck with for 20+ years, and they are the reason we are successful:
  • 8. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Amazon’s culture of innovation Customer obsession Invent on behalf of the customer Customer obsession “Start every process with the customer and work backwards.” “Be stubborn on the vision but flexible on the details.” “We are very comfortable being misunderstood.” Long-term thinking “Whenever we have a problem…we never accept either-or thinking.” “You need to listen to customers…but they won’t tell you everything.” “The only reason Amazon exists today in any form.”
  • 9. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Startup customers innovating on AWS
  • 10. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T AWS Global Infrastructure Over 1 million active customers across 190 countries 22 Geographical Regions, 1 Local Region, 69 Availability Zones, 180 POPs
  • 11. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T The broadest and deepest platform for today’s builders Technical & Business Support Marketplace 7 SERVICES Analytics 11 SERVICES IoT 11 SERVICES Machine Learning 20 SERVICES Core Services 5 SERVICES Management Tools 8 SERVICES DevOps 11 SERVICES Blockchain 2 SERVICES Mobile Services 8 SERVICES App Services 5 SERVICES Infrastructure 7 SERVICES Enterprise Apps 9 SERVICES Migration 7 SERVICES Security & Compliance 19 SERVICES 9 SERVICES
  • 12. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Building blocks of a digitally-enhanced, data-driven world COMPUTE STORAGE DATABASE NETWORKING SECURITY + COMPLIANCE
  • 13. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T You focus on patients, healthcare innovation, and therapies.. AWS delivers scalable, secure, compliant and cost efficient infrastructure…
  • 14. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Yielding ever-greater leverage, agility and velocity ANALYTICS MACHINE LEARNING IOT DEV TOOLS
  • 15. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. INCORPORATE new technology inCare delivery
  • 16. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Capabilities and technologies reshaping healthcare 1 Voice ASR/NLU Vision CV/DL/RL/NLP 2 3 4 Prediction ML Sensation IoT Automation Bots/Robotics Perception AR/VR Mobility GPS/BTLE/5G Trust Blockchain 5 6 7 8
  • 17. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Provider IndustryPayer US Gov’t Non-profit We empower luminaries
  • 18. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T • Enhance Clinical Experience • Increase Efficiency by lowering operational burdens CLINICAL EXPERIENCE • Deliver Faster, more scalable & secured platform AGILE • Standardizing & storing the data with low cost storage • One Platform to store health data STORE • Standardize the calculations, naming conventions, and data processes INTEROPERABIL ITY • Optimize efficiency & care delivery by embracing AI/ML • Machine Learning Lab OPTIMIZE • Organize the data so the right people have access to the right data ACCESSIBLE INNOVATION ACROSS GLOBE DATA INTEROPERABILITY DATA DRIVEN CARE DELIVERY “Our work with Amazon, and AWS is key component for next chapter at Cerner..we’re joining forces with AWS to help fuel our strategy of making Cerner more Agile & Nimble”. Brent Shafer, CEO, & Chairman, Cerner Cerner’s Multifaceted Strategic Collaboration with AWS
  • 19. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Biopharma DevicesSolutions & Services We empower luminaries
  • 20. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Where does care happen? anywhere, anytime, customer-friendly, AI-enabled Primary Care 2.0 Chronic Care CoachesAutomatedTriage Bots AutonomousTransport On-demand Care
  • 21. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
  • 22. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T How are diagnoses made? earlier, faster, personalized, AI-augmented, anywhere Imaging Decision Support Mobile Connected Devices Liquid biopsy Voice-as-a-Biomarker
  • 23. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T How are interventions changing? molecularprecision,digitaltherapies,mobile+continuousmonitoring DigitalTxPrecision Medicine Continuous monitoring/alerting Smart/connected devices
  • 24. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T How is clinical workflow evolving? Hands-free,optimized+predictive,automated,plug-and-playtooling Predictive OperationsHands-free Capture & Control RoboticAutomation Seamless Integration
  • 25. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Patient Engagement or Pill + Model 1 2 3 4 6 75 8 9
  • 26. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T The future is already here — it’s just not very evenly distributed. William Gibson, 1993 Speculative fiction writer; cyberpunk
  • 27. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ManageYour Data Diligently
  • 28. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Put machine learning in the hands of every developer Our mission at AWS
  • 29. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Our Approach for Machine Learning Customer-focused 90%+ of our ML roadmap is defined by customers Multi-framework Support for the most popular frameworks Pace of innovation 200+ new ML launches and major feature updates in the last year Breadth and depth A wide range of AI and ML services in- production Security and analytics Deep set of security and encryption features, with robust analytics capabilities Embedded R&D Customer-centric approach to advancing the state of the art
  • 30. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T AI Services R E K O G N I T I O N I M A G E P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D L E XR E K O G N I T I O N V I D E O F O R E C A S TT E X T R A C T P E R S O N A L I Z E VISION SPEECH LANGUAGE CHATBOTS FORECASTING RECOMMENDATIONS ML Services Amazon SageMaker Ground Truth Notebooks Algorithms + Marketplace Reinforcement Learning Training Optimization Deployment Hosting ML Frameworks + Infrastructure EC2 P3 & P3dn EC2 C5 FPGAs Greengrass Elastic inference FRAMEWORKS INTERFACES INFRASTRUCTURE Inferentia EC2 G4
  • 31. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T AI Services Pre-trained AI services that require no ML skills or training Easily add intelligence to your existing apps and workflows Quality and accuracy from continuously-learning APIs A I S E R V I C E S R E O G N I T I O N I M A G E P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D & C O P R E H E N D M E D I C A L L E XR E K O G N I T I O N V I D E O Vision Speech Chatbots F O R E C A S TT E X T R A C T P E R S O N A L I Z E Language Forecasting Recommendations Pre-trained AI services that require no ML skills or training Easily add intelligence to your existing apps and workflows Quality and accuracy from continuously-learning APIs
  • 32. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T 1.2B created / year, critical information trapped, difficult to extract insights Example: Unstructured Medical Information Documents
  • 33. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Natural language processing to extract medical information with high accuracy Amazon Comprehend Medical Entities • Medication • Medical condition • Test,Treatments and Procedures • Anatomy • Protected Health Information (PHI) Relationship Extraction • Medication and dosage • Test and result • Many more EntityTraits • Negation • Diagnosis, Sign or Symptom Protected Health Information Identification Medical Named Entity and Relationship Extraction NERe API PHId API
  • 34. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
  • 35. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
  • 36. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
  • 37. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Reduce Risk
  • 38. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Strengthen your security posture ”Healthcare institutions don’t have the time and resources to devote to cybersecurity that an established cloud provider might have.” Lee Kim – Director, Privacy and Security, HIMSS North America 38 Security infrastructure built to satisfy military, global banks, and other high-sensitivity organizations Leverage security enhancements from 1M+ customer experiences Benefit from AWS industry leading security teams 24/7, 365 days a year Over 50 global compliance certifications and accreditations
  • 39. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Complying with virtually every regulatory agency CSA Cloud Security Alliance Controls ISO 9001 Global Quality Standard ISO 27001 Security Management Controls ISO 27017 Cloud Specific Controls ISO 27018 Personal Data Protection PCI DSS Level 1 Payment Card Standards SOC 1 Audit Controls Report SOC 2 Security, Availability, & Confidentiality Report SOC 3 General Controls Report Global United States CJIS Criminal Justice Information Services DoD SRG DoD Data Processing FedRAMP Government Data Standards FERPA Educational Privacy Act FIPS Government Security Standards FISMA Federal Information Security Management GxP Quality Guidelines and Regulations ISO FFIEC Financial Institutions Regulation HIPAA Protected Health Information ITAR International Arms Regulations MPAA Protected Media Content NIST National Institute of Standards and Technology SEC Rule 17a-4(f) Financial Data Standards VPAT/Section 508 Accountability Standards Asia Pacific FISC [Japan] Financial Industry Information Systems IRAP [Australia] Australian Security Standards K-ISMS [Korea] Korean Information Security MTCS Tier 3 [Singapore] Multi-Tier Cloud Security Standard My Number Act [Japan] Personal Information Protection Europe C5 [Germany] Operational Security Attestation Cyber Essentials Plus [UK] Cyber Threat Protection G-Cloud [UK] UK Government Standards IT-Grundschutz [Germany] Baseline Protection Methodology X P G
  • 40. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T AWS helps you secure Compliance AWS Artifact Amazon Inspector AWS CloudHSM Amazon Cognito AWS CloudTrail Security Amazon GuardDuty AWS Shield AWS WAF Amazon Macie Amazon Virtual Private Cloud (Amazon VPC) Encryption AWS Certificate Manager AWS Key Management Service (AWS KMS) Encryption at rest Encryption in transit Bring your own keys, HSM support Identity AWS Identity and Access Management (IAM) AWS Single Sign-On Amazon Cloud Directory AWS Directory Service AWS Organizations Customers need to have multiple levels of security, identity and access management, encryption, and compliance to secure their data lake
  • 41. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Time to put New normal into practice Who is your customer? Are you putting the customer first? Are you inventing on their behalf? Do you have a long-term vision?
  • 42. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Go and Build
  • 43. Thank you! S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Susant Mallick susantma@amazon.com MSusant2

Notas do Editor

  1. Value-based care requires data-driven decision-making but you don’t have the necessary resources to implement. healthcare providers are exploring new, technologically-driven ways to interact and manage their patient populations. This includes home health and monitoring, telehealth, and mobile applications. However, these devices generate a large amount of data which presents challenges around ingestion, processing, and storage. There are also challenges in adapting reimbursement systems for some of these technologies. Your traditional IT model lacks the agility you need to keep pace with new technology that can improve outcomes Insufficient security, compliance and availability can hamper your ability to compete and open the door to sophisticated, hard-to-identify attacks Pill to Pill+ Model is where industry seeing the traction
  2. Detour for an example of an AWS building block
  3. And this approach of starting with the customer to enable innovation is rooted in a culture within our company which is about four things: Innovation is in our DNA, and our structure and approach to product development and delivery is fundamentally different than other IT vendors. Customer Obsession Long Term Thinking Inventive mind set that is okay with failure And willingness to try new things, and therefore be misunderstood While it’s difficult to precisely codify the rules and constructs for innovation, there are basic principles and mechanisms that are core to Amazon’s culture of innovation. And, not surprisingly, many of these are the same practices that govern success within the venture capital and startup world. We’ll talk about each of these in greater detail but, as an overview, some of the key principles are Customer Obsession; rigorous workback thinking Long Term Thinking; stubbornness for a vision that has been developed through the workback process from the customer experience Understanding that failures are inevitable in the pursuit of invention; mindset to fail fast and learn iteratively Realization that innovators will, often, be seen as contrarian or outliers in the beginning and, potentially, for long periods of time
  4. Really, enterprises and startups across every business segment are using AWS in a meaningful way. Lyft pintrest slack Travel & hospitality :airbnbm expedia, Oyo in hc: Babylon,halodoc, Skinvision, Zocdoc,MayoClinic, Helix, In BFSI: FINRA, Intuit, Coibase, In Social media & entertainment: Pintrest, slack, hungama, Netflix, education: BYJU, Courseera,
  5. Companies around the world are moving to a cloud-based infrastructure to increase IT agility, gain unlimited scalability, improve reliability, and lower costs. They want the flexibility to expand their operations at a rapid pace without worrying about setting up new IT infrastructure. They want to enhance their end-user and customer experiences by minimizing latency, the time it takes for their data packets to travel, so they can avoid delays and interruptions. AWS has millions of active customers every month. AWS is a large and rapidly growing business. The AWS Cloud spans 69 Availability Zones within 22 geographic Regions around the world, with announced plans for 9 more Availability Zones and three more Regions in Cape Town, Jakarta, and Milan. Launched Bahrain recently for Middle East market
  6. AWS has been continually expanding its services to support virtually any cloud workload, and it now has more than 140+ services that range from compute, storage, networking, database, analytics, application services, deployment, management, developer, mobile, Internet of Things (IoT), Artificial Intelligence (AI), augmented/virtual reality, security, hybrid and enterprise applications.
  7. Amazon S3 holds trillions of objects and regularly peaks at millions of requests per second. On average, every week, AWS customers are using more compute capacity on Amazon EC2 Spot instances than customers in 2012 were running across all of Amazon EC2. Amazon Aurora continues to be the fastest growing service in the history of AWS, with tens of thousands of customers using Amazon Aurora for their relational databases, a number that has increased by approximately two-and-a-half times in the last year. More than 100,000+ databases have been migrated using AWS Database Migration Service Amazon Redshift is datawarehousing service and its usage is 10x faster than 2yr back. More than a hundred thousand AWS customers use Amazon DynamoDB. Amazon DynamoDB handles well over a trillion requests per day and trillions of requests per month. Amazon Relational Database Service has hundreds of thousands of customers.
  8. AWS announced that that tens of thousands of customers are using AWS machine learning services, with active users increasing more than 250 percent in the last year, spurred by the broad adoption of Amazon SageMaker since AWS re: Invent 2017.
  9. NLP is just one of the technologies and capabilities reshaping healthcare. AWS is on the vanguard of democratizing these and putting them in the hands of every developer and data scientist. No longer the realm of science fiction. Examples of each from various companies, Butterfly Network, Arterys, Change, etc.
  10. Starting from Payers to Providers to Industry leaders and non-profit organisations using AWS services in imaginable meaningful way. In providers space: Cleveland , Harvard Medical School to BCM …is bert Israel medical center Improving patient care with machine learning hosted on AWS has developed another machine learning model built on AWS that can detect where simple operating room schedule modifications would improve efficiency, save costs, and balance the load of the hospital during busier times. Patient readmission, higher volume of intensive care units using AWS cloud. in Payer space; Aetna, CMS, in the industry Cerner, 3M, Philips, GE Healthcare, change Healthcare etc. Philips has created a Health Suite Digital platform to create next generation connected health and wellness innovation Change healthcare is the largest health administrative network in the United States, processing claims, pharmacy requests, and performing other functions for more than 340,000 physicians and 60,000 pharmacies. Change Healthcare uses AWS services like Amazon EC2, Amazon S3, Amazon SQS, and Amazon SNS to handle millions of confidential transactions daily from its clients while maintaining with full compliance with healthcare industry regulations, including HIPAA.  
  11. In the Life Sciences space: Pfizer, Celgene, Novartis, Merck, Johnson & Johnson… etc.
  12. Ambra Health, makers of the leading cloud-based, medical image management suite company which built their medical data and image management SaaS platform on AWS. it empowers some of the largest health systems such as Memorial Hermann and New England Baptist Hospital as well as radiology practices, subspecialty practices, and clinical research organizations to dramatically improve imaging and collaborative care workflows.
  13. Xealth is a software platform that enables clinicians to easily integrate and prescribe digital health tools for patients from within their EHR workflows. These can include patient education, online third-party apps and programs, device monitoring, and non-clinical services such as food delivery and OTC product recommendations. Attract and retain patients, increase efficiency, and improve workflow at your dental practice
  14. The AWS Cloud spans 69 Availability Zones within 22 geographic Regions around the world, with announced plans for 9 more Availability Zones and three more Regions in Cape Town, Jakarta, and Milan. Launched Bahrain recently for Middle East market
  15. William Ford Gibson is an American-Canadian fiction writer and essayist widely credited with pioneering the science fiction subgenre known as cyberpunk. Also known as noir prophet" of cyberpunk.
  16. Our mission is to enable customers to transform their businesses by putting ML in the hand of every developer. [Note: adding a customer-focused angle to our mission will be most impactful with the analyst audience]
  17. [Cover at high level + highlight our customer-focused approach – no need to address everything on this slide] Our approach for ML is similar to how we approach other areas of the AWS business: We focus on customers’ business needs and developer capabilities Innovate rapidly on behalf of our customers Offer a broad and deep set of services for our customers We are also focused on providing customers with choices – which is why we support the most popular frameworks.
  18. To summarize, the AWS AI and ML stack has three layers. Each layer addressing different audiences: ML Frameworks & Infrastructure: For expert machine learning practitioners who work at the framework level and are comfortable building, training, tuning, and deploying machine learning models. ML Services: For every day developers and data scientists we built and launched Amazon SageMaker, a managed ML service to build, train, and deploy machine learning models quickly. AI Services: Developers with no prior machine learning experience can easily build sophisticated AI driven applications, like an AI driven contact center, live media subtitling, understanding voice of the customer, content moderation, or identity safety and verification, often
  19. AI Services: AI Services are intentionally easy to use. They can be accessed via a simple API call. We’ve pulled the best and most targeted capabilities into ready-made services--for example image recognition or transcription. The focus here is really on enabling any developer—no ML skills required—to be able to develop AI applications using one of our services. These API services, used in conjunction, create compelling solutions that really target business problems and use cases. Customers can build these capabilities into their new and existing applications to reduce costs, increase speed,  improve customer satisfaction and insight, and build ‘modern’ intelligent applications What is your use case? What are the capabilities you might need? There’s an AI Service, or a pairing of services that will address the need. AI Services descriptions for color: Amazon Rekognition: Rekognition makes it easy to add image and video analysis to your applications. You just provide an image or video to the Rekognition API, and the service can identify the objects, people, text, scenes, and activities, as well as detect any inappropriate content. Amazon Rekognition also provides highly accurate facial analysis and facial recognition on images and video that you provide. You can detect, analyze, and compare faces for a wide variety of user verification, people counting, and public safety use cases. Rekognition is a simple and easy to use API that can quickly analyze any image or video file stored in Amazon S3. Amazon Rekognition is always learning from new data, and we are continually adding new labels and facial recognition features to the service. More info: https://aws.amazon.com/rekognition/ Amazon Polly: Amazon Polly is a service that turns text into lifelike speech, allowing you to create applications that talk, and build entirely new categories of speech-enabled products. Polly is a text to speech service that uses advanced deep learning technologies to synthesize speech that sounds like a human voice. With dozens of lifelike voices across a variety of languages, you can select the ideal voice and build speech-enabled applications that work in many different countries. More info: https://aws.amazon.com/polly/ Amazon Transcribe: Amazon Transcribe is an automatic speech recognition (ASR) service that makes it easy for developers to add speech-to-text capability to their applications. Using the Amazon Transcribe API, you can analyze audio files stored in Amazon S3 and have the service return a text file of the transcribed speech. Amazon Transcribe can be used for lots of common applications, including the transcription of customer service calls and generating subtitles on audio and video content. The service can transcribe audio files stored in common formats, like WAV and MP3, with time stamps for every word so that you can easily locate the audio in the original source by searching for the text. Amazon Transcribe is continually learning and improving to keep pace with the evolution of language. More info: https://aws.amazon.com/transcribe/ Amazon Translate: Amazon Translate is a neural machine translation service that delivers fast, high-quality, and affordable language translation. Neural machine translation is a form of language translation automation that uses deep learning models to deliver more accurate and more natural sounding translation than traditional statistical and rule-based translation algorithms. Amazon Translate allows you to localize content - such as websites and applications - for international users, and to easily translate large volumes of text efficiently. More info: https://aws.amazon.com/translate/ Amazon Comprehend: Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. The service identifies the language of the text; extracts key phrases, places, people, brands, or events; understands how positive or negative the text is; analyzes text using tokenization and parts of speech; and automatically organizes a collection of text files by topic. Using these APIs, you can analyze text and apply the results in a wide range of applications including voice of customer analysis, intelligent document search, and content personalization for web applications.  More info: https://aws.amazon.com/comprehend Amazon Lex: Amazon Lex is a service for building conversational interfaces into any application using voice and text. Amazon Lex provides the advanced deep learning functionalities of automatic speech recognition (ASR) for converting speech to text, and natural language understanding (NLU) to recognize the intent of the text, to enable you to build applications with highly engaging user experiences and lifelike conversational interactions. With Amazon Lex, the same deep learning technologies that power Amazon Alexa are now available to any developer, enabling you to quickly and easily build sophisticated, natural language, conversational bots  More info: https://aws.amazon.com/lex    
  20. Detour for an example of an AWS building block
  21. Our mission is to enable customers to transform their businesses by putting ML in the hand of every developer. [Note: adding a customer-focused angle to our mission will be most impactful with the analyst audience]
  22. Infrastructure security can be one of the most complex elements of your operation, because the high degree of interconnected systems across a wide range of hardware vendors makes it difficult to have good visibility into what’s going on and what new threats may have been recently identified in the wild.   But, with AWS, we operate together under a Shared Responsibility Model that makes us responsible from the hypervisor down, and you for the operating system up, which puts our respective attention on what we know best.   The AWS infrastructure is custom-built for the cloud, with all element designed to intercommunicate well and present the smallest attack surface possible. In addition, the physical security controls present in our data centers has been designed to be the most stringent in the world. This pursuit has led to AWS being trusted by governments, military organizations, global banks, healthcare institutions, and other high-sensitivity organizations.   Finally, our security team is monitoring the infrastructure all-day, every-day, and is well-connected with all major security watchdog groups and vendors to ensure that potential threats are identified immediately. And, they are doing this at massive scale, which is something that sets the AWS security organization apart. By looking across more than 1 million active accounts each month running virtually every conceivable type of workload, we can see issues that may only occur once in a billion operations multiple times a day. When we remediate the issue, we do so for the entire platform. That kind of visibility and response simply isn’t achievable for the vast majority of organizations.   ----- CAPITAL ONE: Capital One is using AWS to reduce its data centers from eight to three by 2018. Capital One is one of the nation’s largest banks and offers credit cards, checking and savings accounts, auto loans, rewards, and online banking services for consumers and businesses. The bank is using or experimenting with nearly every AWS service to develop, test, build, and run its most critical workloads, including its new flagship mobile-banking application. Rob Alexander, Capital One's chief information officer, says, "The financial service industry attracts some of the worst cyber criminals. We work closely with AWS to develop a security model, which we believe enables us to operate more securely in the public cloud than we can in our own data centers." Capital One selected AWS for its security model and for the ability to provision infrastructure on the fly, the elasticity to handle purchasing demands at peak times, its high availability, and its pace of innovation. [http://aws.amazon.com/solutions/case-studies/capital-one/]
  23. AWS supports security standards and compliance certifications, including PCI-DSS, HIPAA/HITECH, FedRAMP, EU Data Protection Directive, and FISMA, which can help customers satisfy compliance requirements for virtually every regulatory agency around the globe.