SlideShare uma empresa Scribd logo
1 de 20
Open Science Landscape:  One Future for Scientific Research? Sean Ekins, Ph.D., D.Sc.  Collaborations in Chemistry,  Fuquay-Varina, NC. Antony J. Williams, Ph.D.,  Royal Society of Chemistry, Wake Forest, NC. Slides for Burroughs Wellcome Foundation
Open Drug Discovery  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
How to do it better? Openness   What can we do with software to facilitate it ? Make it Open The future is more collaborative and  Open We have tools but need integration Open interfaces ,[object Object],[object Object],[object Object],A Starting Point For a New Era?
Major collaborative grants in EU: Framework, IMI …NIH moving in same direction Cross continent collaboration CROs in China, India etc – Pharma’s in US / Europe More industry – academia collaboration and ‘not invented here’ a thing of the past More effort to go after rare and neglected diseases -Globalization and connectivity of scientists will be key –  Current pace of change in pharma may not be enough. Need to rethink how we use all technologies & resources… Collaboration and Openness is Key
Data, Models and Software Becoming More Accessible- Free, Precompetitive  and Open Efforts - Collaboration
Could All Pharmas Share Their Data?
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What You Might Not Know About Chemistry Databases On The Internet ,[object Object],[object Object]
Government Databases Should Come With a Health Warning Openness Can Bring Serious Quality Issues NPC Browser  http://tripod.nih.gov/npc/ Database released and within days 100’s of errors found in structures Williams and Ekins,  DDT, 16: 747-750 (2011) Science Translational Medicine 2011
Tools for Open Science ,[object Object],[object Object],[object Object],[object Object],[object Object]
Example of Social Collaboration in Science: Tweets, Blog Lead to The  Green Solvents  App Sean attends seminar on solvent selection guide Sean tweets during talk Mobile App developer Alex Clark responds to twitter and along with Sean Ekins, Antony Williams start an email discussion about Green Chemistry apps  Sean blogs.  3 days later an App is created By Alex
Free Sources of Molecules & Physicochemical Properties ,[object Object]
Open Algorithms, Descriptors, Closed Data – Can We Unlock It? Gupta RR, et al., Drug Metab Dispos, 38: 2083-2090, 2010
Pfizer Merck GSK Novartis Lilly BMS Could combining models give greater coverage of ADME/ Tox chemistry space and improve predictions? Lundbeck Allergan Bayer AZ Roche BI Merk KGaA What Will It Take For Companies, Academics, Government Labs To Realize They Could Gain More By Sharing More?
Inside Company Collaborators Inside Academia Collaborators Molecules, Models, Data Molecules, Models, Data Inside Foundation Collaborators Molecules, Models, Data Inside Government Collaborators Molecules, Models, Data IP IP IP IP Shared IP Collaborative platform/s Bunin & Ekins DDT 16: 643-645, 2011  A Complex Ecosystem Of Collaborations: A New Business Model
2020: A Drug Discovery Odyssey Could our Pharma R&D look like this Massive collaboration networks – software enabled. We are in “Generation App”. Crowdsourcing will have a role in R&D. Drug discovery possible by anyone with “app access” Ekins & Williams, Pharm Res, 27: 393-395, 2010.
Mobile Apps for Drug Discovery:  Could They Facilitate Open Science? Williams et al DDT in press 2011 What if anyone could do the same to practice open science?
Open Science: What is needed ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Open Science: The Landscape ,[object Object],[object Object],[object Object],[object Object],[object Object],Now   Future Open Science
Thank You Email: ekinssean@yahoo.com Twitter: collabchem Blog: http://www.collabchem.com/ Slideshare: http://www.slideshare.net/ekinssean  Email: williamsa@rsc.org  Twitter: ChemConnector Blog: www.chemconnector.com Slideshare:  www.slideshare.net/AntonyWilliams Many thanks to our collaborators In the long history of human kind (and animal kind, too) those who have learned to collaborate and improvise most effectively have prevailed. Charles Darwin

Mais conteúdo relacionado

Mais procurados

Latest Project to Cure PKD
Latest Project to Cure PKDLatest Project to Cure PKD
Latest Project to Cure PKDSean Flaherty
 
Beacon Network: A System for Global Genomic Data Sharing
Beacon Network: A System for Global Genomic Data SharingBeacon Network: A System for Global Genomic Data Sharing
Beacon Network: A System for Global Genomic Data SharingMiro Cupak
 
Beacon: A Protocol for Federated Discovery and Sharing of Genomic Data
Beacon: A Protocol for Federated Discovery and Sharing of Genomic DataBeacon: A Protocol for Federated Discovery and Sharing of Genomic Data
Beacon: A Protocol for Federated Discovery and Sharing of Genomic DataMiro Cupak
 
KBART ALA Midwinter 2010 Update
KBART ALA Midwinter 2010 UpdateKBART ALA Midwinter 2010 Update
KBART ALA Midwinter 2010 UpdateJason Price, PhD
 
How to own your research communications - The importance of identity and owne...
How to own your research communications - The importance of identity and owne...How to own your research communications - The importance of identity and owne...
How to own your research communications - The importance of identity and owne...Andy Tattersall
 
CSM Library Orientation
CSM Library OrientationCSM Library Orientation
CSM Library Orientationmalaniz
 
Cheminformatics Workflows Using Mobile Apps for Drug Discovery
Cheminformatics Workflows Using Mobile Apps for Drug DiscoveryCheminformatics Workflows Using Mobile Apps for Drug Discovery
Cheminformatics Workflows Using Mobile Apps for Drug DiscoverySean Ekins
 
Open Drug Discovery Teams Feature Overview
Open Drug Discovery Teams Feature OverviewOpen Drug Discovery Teams Feature Overview
Open Drug Discovery Teams Feature OverviewAlex Clark
 
Data Mining and Big Data Analytics in Pharma
Data Mining and Big Data Analytics in Pharma Data Mining and Big Data Analytics in Pharma
Data Mining and Big Data Analytics in Pharma Ankur Khanna
 
Data Gov
Data GovData Gov
Data GovRexNige
 
iDRUG - intelligent drug discovery
iDRUG - intelligent drug discoveryiDRUG - intelligent drug discovery
iDRUG - intelligent drug discoverySean Ekins
 

Mais procurados (16)

Latest Project to Cure PKD
Latest Project to Cure PKDLatest Project to Cure PKD
Latest Project to Cure PKD
 
A perspective of Publicly Accessible/Open Access Chemistry Databases
A perspective of Publicly Accessible/Open Access Chemistry DatabasesA perspective of Publicly Accessible/Open Access Chemistry Databases
A perspective of Publicly Accessible/Open Access Chemistry Databases
 
Beacon Network: A System for Global Genomic Data Sharing
Beacon Network: A System for Global Genomic Data SharingBeacon Network: A System for Global Genomic Data Sharing
Beacon Network: A System for Global Genomic Data Sharing
 
Beacon: A Protocol for Federated Discovery and Sharing of Genomic Data
Beacon: A Protocol for Federated Discovery and Sharing of Genomic DataBeacon: A Protocol for Federated Discovery and Sharing of Genomic Data
Beacon: A Protocol for Federated Discovery and Sharing of Genomic Data
 
Precompetitive preclinical ADME/tox data and set it free on the web to facili...
Precompetitive preclinical ADME/tox data and set it free on the web to facili...Precompetitive preclinical ADME/tox data and set it free on the web to facili...
Precompetitive preclinical ADME/tox data and set it free on the web to facili...
 
The new alchemy: Online networking, data sharing and research activity distri...
The new alchemy: Online networking, data sharing and research activity distri...The new alchemy: Online networking, data sharing and research activity distri...
The new alchemy: Online networking, data sharing and research activity distri...
 
KBART ALA Midwinter 2010 Update
KBART ALA Midwinter 2010 UpdateKBART ALA Midwinter 2010 Update
KBART ALA Midwinter 2010 Update
 
How to own your research communications - The importance of identity and owne...
How to own your research communications - The importance of identity and owne...How to own your research communications - The importance of identity and owne...
How to own your research communications - The importance of identity and owne...
 
CSM Library Orientation
CSM Library OrientationCSM Library Orientation
CSM Library Orientation
 
Cheminformatics Workflows Using Mobile Apps for Drug Discovery
Cheminformatics Workflows Using Mobile Apps for Drug DiscoveryCheminformatics Workflows Using Mobile Apps for Drug Discovery
Cheminformatics Workflows Using Mobile Apps for Drug Discovery
 
Open Drug Discovery Teams Feature Overview
Open Drug Discovery Teams Feature OverviewOpen Drug Discovery Teams Feature Overview
Open Drug Discovery Teams Feature Overview
 
Data Mining and Big Data Analytics in Pharma
Data Mining and Big Data Analytics in Pharma Data Mining and Big Data Analytics in Pharma
Data Mining and Big Data Analytics in Pharma
 
2016 bmdid-mappings
2016 bmdid-mappings2016 bmdid-mappings
2016 bmdid-mappings
 
Data Gov
Data GovData Gov
Data Gov
 
Chemistry in your hand. Using mobile devices to access public chemistry compo...
Chemistry in your hand. Using mobile devices to access public chemistry compo...Chemistry in your hand. Using mobile devices to access public chemistry compo...
Chemistry in your hand. Using mobile devices to access public chemistry compo...
 
iDRUG - intelligent drug discovery
iDRUG - intelligent drug discoveryiDRUG - intelligent drug discovery
iDRUG - intelligent drug discovery
 

Destaque

Grafico diario del dax perfomance index para el 13 08-2013
Grafico diario del dax perfomance index para el 13 08-2013Grafico diario del dax perfomance index para el 13 08-2013
Grafico diario del dax perfomance index para el 13 08-2013Experiencia Trading
 
Secrets of e marketing success 2016 presentation
Secrets of e marketing success 2016 presentationSecrets of e marketing success 2016 presentation
Secrets of e marketing success 2016 presentationMartha Lord
 
Giving feedback & Scrum
Giving feedback & ScrumGiving feedback & Scrum
Giving feedback & ScrumJohan Hoberg
 
Resume milind patil
Resume milind patilResume milind patil
Resume milind patilMilind Patil
 
Google analytics 2-dagers kurs mai 2011
Google analytics 2-dagers kurs mai 2011Google analytics 2-dagers kurs mai 2011
Google analytics 2-dagers kurs mai 2011Kenneth Eriksen
 
orchid island 蘭嶼
orchid island 蘭嶼orchid island 蘭嶼
orchid island 蘭嶼kkjjkevin03
 
LinkedIn for education: An Implementation Aid
LinkedIn for education: An Implementation AidLinkedIn for education: An Implementation Aid
LinkedIn for education: An Implementation AidRaghunath Ramaswamy
 
Impacto de las tics en las practicas educativas pedi00190 tabla1 3
Impacto de las tics en las practicas educativas pedi00190 tabla1 3Impacto de las tics en las practicas educativas pedi00190 tabla1 3
Impacto de las tics en las practicas educativas pedi00190 tabla1 3german8329
 
CISOs are from Mars, CIOs are from Venus
CISOs are from Mars, CIOs are from VenusCISOs are from Mars, CIOs are from Venus
CISOs are from Mars, CIOs are from VenusBarry Caplin
 
Helsinki book launch jenn lim delivering happiness_45_16.9
Helsinki book launch jenn lim delivering happiness_45_16.9Helsinki book launch jenn lim delivering happiness_45_16.9
Helsinki book launch jenn lim delivering happiness_45_16.9Delivering Happiness
 
Parallelizing a Real-Time Steering Simulation for Computer Games with OpenMP ...
Parallelizing a Real-Time Steering Simulation for Computer Games with OpenMP ...Parallelizing a Real-Time Steering Simulation for Computer Games with OpenMP ...
Parallelizing a Real-Time Steering Simulation for Computer Games with OpenMP ...Bjoern Knafla
 

Destaque (20)

Grafico diario del dax perfomance index para el 13 08-2013
Grafico diario del dax perfomance index para el 13 08-2013Grafico diario del dax perfomance index para el 13 08-2013
Grafico diario del dax perfomance index para el 13 08-2013
 
BGP Loop Prevention
BGP Loop Prevention BGP Loop Prevention
BGP Loop Prevention
 
CV_akansh doc
CV_akansh docCV_akansh doc
CV_akansh doc
 
Secrets of e marketing success 2016 presentation
Secrets of e marketing success 2016 presentationSecrets of e marketing success 2016 presentation
Secrets of e marketing success 2016 presentation
 
Evaluation question 1res
Evaluation question 1resEvaluation question 1res
Evaluation question 1res
 
Giving feedback & Scrum
Giving feedback & ScrumGiving feedback & Scrum
Giving feedback & Scrum
 
Resume milind patil
Resume milind patilResume milind patil
Resume milind patil
 
Absolut Vodka (V M )
Absolut Vodka (V M )Absolut Vodka (V M )
Absolut Vodka (V M )
 
Google analytics 2-dagers kurs mai 2011
Google analytics 2-dagers kurs mai 2011Google analytics 2-dagers kurs mai 2011
Google analytics 2-dagers kurs mai 2011
 
Presentation1
Presentation1Presentation1
Presentation1
 
orchid island 蘭嶼
orchid island 蘭嶼orchid island 蘭嶼
orchid island 蘭嶼
 
LinkedIn for education: An Implementation Aid
LinkedIn for education: An Implementation AidLinkedIn for education: An Implementation Aid
LinkedIn for education: An Implementation Aid
 
Impacto de las tics en las practicas educativas pedi00190 tabla1 3
Impacto de las tics en las practicas educativas pedi00190 tabla1 3Impacto de las tics en las practicas educativas pedi00190 tabla1 3
Impacto de las tics en las practicas educativas pedi00190 tabla1 3
 
CISOs are from Mars, CIOs are from Venus
CISOs are from Mars, CIOs are from VenusCISOs are from Mars, CIOs are from Venus
CISOs are from Mars, CIOs are from Venus
 
Big ideas 2015
Big ideas 2015Big ideas 2015
Big ideas 2015
 
MySQL
MySQLMySQL
MySQL
 
Helsinki book launch jenn lim delivering happiness_45_16.9
Helsinki book launch jenn lim delivering happiness_45_16.9Helsinki book launch jenn lim delivering happiness_45_16.9
Helsinki book launch jenn lim delivering happiness_45_16.9
 
Parallelizing a Real-Time Steering Simulation for Computer Games with OpenMP ...
Parallelizing a Real-Time Steering Simulation for Computer Games with OpenMP ...Parallelizing a Real-Time Steering Simulation for Computer Games with OpenMP ...
Parallelizing a Real-Time Steering Simulation for Computer Games with OpenMP ...
 
6th lesson
6th lesson6th lesson
6th lesson
 
La capa de ozono
La capa de ozonoLa capa de ozono
La capa de ozono
 

Semelhante a Slides for burroughs wellcome foundation ajw100611 sefinal

Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...
Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...
Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...Pistoia Alliance
 
Pistoia Pharma-in-a box: A vision for virtualized pharma in 2020
Pistoia Pharma-in-a box: A vision for virtualized pharma in 2020Pistoia Pharma-in-a box: A vision for virtualized pharma in 2020
Pistoia Pharma-in-a box: A vision for virtualized pharma in 2020Sean Ekins
 
P4 c2011 slides ekins
P4 c2011 slides ekinsP4 c2011 slides ekins
P4 c2011 slides ekinsSean Ekins
 
Acs collaborative computational technologies for biomedical research an enabl...
Acs collaborative computational technologies for biomedical research an enabl...Acs collaborative computational technologies for biomedical research an enabl...
Acs collaborative computational technologies for biomedical research an enabl...Sean Ekins
 
A Successful Academic Medical Center Must be a Truly Digital Enterprise
A Successful Academic Medical Center Must be a Truly Digital EnterpriseA Successful Academic Medical Center Must be a Truly Digital Enterprise
A Successful Academic Medical Center Must be a Truly Digital EnterprisePhilip Bourne
 
Nature Drug Discovery Dec 2013
Nature Drug Discovery Dec 2013Nature Drug Discovery Dec 2013
Nature Drug Discovery Dec 2013charles10000
 
Nicole Nogoy: GigaScience...how licensing can change the way we do research
Nicole Nogoy: GigaScience...how licensing can change the way we do researchNicole Nogoy: GigaScience...how licensing can change the way we do research
Nicole Nogoy: GigaScience...how licensing can change the way we do researchGigaScience, BGI Hong Kong
 
Data Science in Biomedicine - Where Are We Headed?
Data Science in Biomedicine - Where Are We Headed?Data Science in Biomedicine - Where Are We Headed?
Data Science in Biomedicine - Where Are We Headed?Philip Bourne
 
The future interface of mental health with information technology: high touch...
The future interface of mental health with information technology: high touch...The future interface of mental health with information technology: high touch...
The future interface of mental health with information technology: high touch...HealthXn
 
Disruptive Strategies for Removing Drug Discovery Bottlenecks
Disruptive Strategies for Removing Drug Discovery Bottlenecks Disruptive Strategies for Removing Drug Discovery Bottlenecks
Disruptive Strategies for Removing Drug Discovery Bottlenecks Sean Ekins
 
Open science-open-data-pnc-20103
Open science-open-data-pnc-20103Open science-open-data-pnc-20103
Open science-open-data-pnc-20103hjl7
 
Pitch for Open Drug Discovery teams
Pitch for Open Drug Discovery teamsPitch for Open Drug Discovery teams
Pitch for Open Drug Discovery teamsSean Ekins
 

Semelhante a Slides for burroughs wellcome foundation ajw100611 sefinal (20)

Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...
Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...
Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...
 
Pistoia Pharma-in-a box: A vision for virtualized pharma in 2020
Pistoia Pharma-in-a box: A vision for virtualized pharma in 2020Pistoia Pharma-in-a box: A vision for virtualized pharma in 2020
Pistoia Pharma-in-a box: A vision for virtualized pharma in 2020
 
P4 c2011 slides ekins
P4 c2011 slides ekinsP4 c2011 slides ekins
P4 c2011 slides ekins
 
Reaching out to collaborators and crowdsourcing for pharmaceutical research
Reaching out to collaborators and crowdsourcing for pharmaceutical research  Reaching out to collaborators and crowdsourcing for pharmaceutical research
Reaching out to collaborators and crowdsourcing for pharmaceutical research
 
Acs collaborative computational technologies for biomedical research an enabl...
Acs collaborative computational technologies for biomedical research an enabl...Acs collaborative computational technologies for biomedical research an enabl...
Acs collaborative computational technologies for biomedical research an enabl...
 
A Successful Academic Medical Center Must be a Truly Digital Enterprise
A Successful Academic Medical Center Must be a Truly Digital EnterpriseA Successful Academic Medical Center Must be a Truly Digital Enterprise
A Successful Academic Medical Center Must be a Truly Digital Enterprise
 
Collaborative Computational Technologies for Biomedical Research: An Enabler ...
Collaborative Computational Technologies for Biomedical Research: An Enabler ...Collaborative Computational Technologies for Biomedical Research: An Enabler ...
Collaborative Computational Technologies for Biomedical Research: An Enabler ...
 
When pharmaceutical companies publish large datasets an abundance of riches o...
When pharmaceutical companies publish large datasets an abundance of riches o...When pharmaceutical companies publish large datasets an abundance of riches o...
When pharmaceutical companies publish large datasets an abundance of riches o...
 
Online Resources to Support Open Drug Discovery Systems
Online Resources to Support Open Drug Discovery SystemsOnline Resources to Support Open Drug Discovery Systems
Online Resources to Support Open Drug Discovery Systems
 
Nature Drug Discovery Dec 2013
Nature Drug Discovery Dec 2013Nature Drug Discovery Dec 2013
Nature Drug Discovery Dec 2013
 
Nicole Nogoy: GigaScience...how licensing can change the way we do research
Nicole Nogoy: GigaScience...how licensing can change the way we do researchNicole Nogoy: GigaScience...how licensing can change the way we do research
Nicole Nogoy: GigaScience...how licensing can change the way we do research
 
Data Science in Biomedicine - Where Are We Headed?
Data Science in Biomedicine - Where Are We Headed?Data Science in Biomedicine - Where Are We Headed?
Data Science in Biomedicine - Where Are We Headed?
 
The future interface of mental health with information technology: high touch...
The future interface of mental health with information technology: high touch...The future interface of mental health with information technology: high touch...
The future interface of mental health with information technology: high touch...
 
The Great Promise of Online Data for Chemistry and the Life Sciences
The Great Promise of Online Data for Chemistry and the Life SciencesThe Great Promise of Online Data for Chemistry and the Life Sciences
The Great Promise of Online Data for Chemistry and the Life Sciences
 
Connecting the Data Wires
Connecting the Data WiresConnecting the Data Wires
Connecting the Data Wires
 
Disruptive Strategies for Removing Drug Discovery Bottlenecks
Disruptive Strategies for Removing Drug Discovery Bottlenecks Disruptive Strategies for Removing Drug Discovery Bottlenecks
Disruptive Strategies for Removing Drug Discovery Bottlenecks
 
Disruptive Strategies for Removing Drug Discovery Bottlenecks
Disruptive Strategies for Removing Drug Discovery BottlenecksDisruptive Strategies for Removing Drug Discovery Bottlenecks
Disruptive Strategies for Removing Drug Discovery Bottlenecks
 
Cartegena051811
Cartegena051811Cartegena051811
Cartegena051811
 
Open science-open-data-pnc-20103
Open science-open-data-pnc-20103Open science-open-data-pnc-20103
Open science-open-data-pnc-20103
 
Pitch for Open Drug Discovery teams
Pitch for Open Drug Discovery teamsPitch for Open Drug Discovery teams
Pitch for Open Drug Discovery teams
 

Mais de Sean Ekins

How to Win a small business grant.pptx
How to Win a small business grant.pptxHow to Win a small business grant.pptx
How to Win a small business grant.pptxSean Ekins
 
Evaluating Multiple Machine Learning Models for Biodegradation and Aquatic To...
Evaluating Multiple Machine Learning Models for Biodegradation and Aquatic To...Evaluating Multiple Machine Learning Models for Biodegradation and Aquatic To...
Evaluating Multiple Machine Learning Models for Biodegradation and Aquatic To...Sean Ekins
 
A presentation at the Global Genes rare drug development symposium on governm...
A presentation at the Global Genes rare drug development symposium on governm...A presentation at the Global Genes rare drug development symposium on governm...
A presentation at the Global Genes rare drug development symposium on governm...Sean Ekins
 
Leveraging Science Communication and Social Media to Build Your Brand and Ele...
Leveraging Science Communication and Social Media to Build Your Brand and Ele...Leveraging Science Communication and Social Media to Build Your Brand and Ele...
Leveraging Science Communication and Social Media to Build Your Brand and Ele...Sean Ekins
 
Bayesian Models for Chagas Disease
Bayesian Models for Chagas DiseaseBayesian Models for Chagas Disease
Bayesian Models for Chagas DiseaseSean Ekins
 
Assay Central: A New Approach to Compiling Big Data and Preparing Machine Lea...
Assay Central: A New Approach to Compiling Big Data and Preparing Machine Lea...Assay Central: A New Approach to Compiling Big Data and Preparing Machine Lea...
Assay Central: A New Approach to Compiling Big Data and Preparing Machine Lea...Sean Ekins
 
Drug Discovery Today March 2017 special issue
Drug Discovery Today March 2017 special issueDrug Discovery Today March 2017 special issue
Drug Discovery Today March 2017 special issueSean Ekins
 
Using In Silico Tools in Repurposing Drugs for Neglected and Orphan Diseases
Using In Silico Tools in Repurposing Drugs for Neglected and Orphan DiseasesUsing In Silico Tools in Repurposing Drugs for Neglected and Orphan Diseases
Using In Silico Tools in Repurposing Drugs for Neglected and Orphan DiseasesSean Ekins
 
Five Ways to Use Social Media to Raise Awareness for Your Paper or Research
Five Ways to Use Social Media to Raise Awareness for Your Paper or ResearchFive Ways to Use Social Media to Raise Awareness for Your Paper or Research
Five Ways to Use Social Media to Raise Awareness for Your Paper or ResearchSean Ekins
 
Open zika presentation
Open zika presentation Open zika presentation
Open zika presentation Sean Ekins
 
academic / small company collaborations for rare and neglected diseasesv2
 academic / small company collaborations for rare and neglected diseasesv2 academic / small company collaborations for rare and neglected diseasesv2
academic / small company collaborations for rare and neglected diseasesv2Sean Ekins
 
CDD models case study #3
CDD models case study #3 CDD models case study #3
CDD models case study #3 Sean Ekins
 
CDD models case study #2
CDD models case study #2 CDD models case study #2
CDD models case study #2 Sean Ekins
 
CDD Models case study #1
CDD Models case study #1 CDD Models case study #1
CDD Models case study #1 Sean Ekins
 
Using Machine Learning Models Based on Phenotypic Data to Discover New Molecu...
Using Machine Learning Models Based on Phenotypic Data to Discover New Molecu...Using Machine Learning Models Based on Phenotypic Data to Discover New Molecu...
Using Machine Learning Models Based on Phenotypic Data to Discover New Molecu...Sean Ekins
 
CDD: Vault, CDD: Vision and CDD: Models software for biologists and chemists ...
CDD: Vault, CDD: Vision and CDD: Models software for biologists and chemists ...CDD: Vault, CDD: Vision and CDD: Models software for biologists and chemists ...
CDD: Vault, CDD: Vision and CDD: Models software for biologists and chemists ...Sean Ekins
 
The future of computational chemistry b ig
The future of computational chemistry b igThe future of computational chemistry b ig
The future of computational chemistry b igSean Ekins
 
#ZikaOpen: Homology Models -
#ZikaOpen: Homology Models - #ZikaOpen: Homology Models -
#ZikaOpen: Homology Models - Sean Ekins
 
Slas talk 2016
Slas talk 2016Slas talk 2016
Slas talk 2016Sean Ekins
 
Pros and cons of social networking for scientists
Pros and cons of social networking for scientistsPros and cons of social networking for scientists
Pros and cons of social networking for scientistsSean Ekins
 

Mais de Sean Ekins (20)

How to Win a small business grant.pptx
How to Win a small business grant.pptxHow to Win a small business grant.pptx
How to Win a small business grant.pptx
 
Evaluating Multiple Machine Learning Models for Biodegradation and Aquatic To...
Evaluating Multiple Machine Learning Models for Biodegradation and Aquatic To...Evaluating Multiple Machine Learning Models for Biodegradation and Aquatic To...
Evaluating Multiple Machine Learning Models for Biodegradation and Aquatic To...
 
A presentation at the Global Genes rare drug development symposium on governm...
A presentation at the Global Genes rare drug development symposium on governm...A presentation at the Global Genes rare drug development symposium on governm...
A presentation at the Global Genes rare drug development symposium on governm...
 
Leveraging Science Communication and Social Media to Build Your Brand and Ele...
Leveraging Science Communication and Social Media to Build Your Brand and Ele...Leveraging Science Communication and Social Media to Build Your Brand and Ele...
Leveraging Science Communication and Social Media to Build Your Brand and Ele...
 
Bayesian Models for Chagas Disease
Bayesian Models for Chagas DiseaseBayesian Models for Chagas Disease
Bayesian Models for Chagas Disease
 
Assay Central: A New Approach to Compiling Big Data and Preparing Machine Lea...
Assay Central: A New Approach to Compiling Big Data and Preparing Machine Lea...Assay Central: A New Approach to Compiling Big Data and Preparing Machine Lea...
Assay Central: A New Approach to Compiling Big Data and Preparing Machine Lea...
 
Drug Discovery Today March 2017 special issue
Drug Discovery Today March 2017 special issueDrug Discovery Today March 2017 special issue
Drug Discovery Today March 2017 special issue
 
Using In Silico Tools in Repurposing Drugs for Neglected and Orphan Diseases
Using In Silico Tools in Repurposing Drugs for Neglected and Orphan DiseasesUsing In Silico Tools in Repurposing Drugs for Neglected and Orphan Diseases
Using In Silico Tools in Repurposing Drugs for Neglected and Orphan Diseases
 
Five Ways to Use Social Media to Raise Awareness for Your Paper or Research
Five Ways to Use Social Media to Raise Awareness for Your Paper or ResearchFive Ways to Use Social Media to Raise Awareness for Your Paper or Research
Five Ways to Use Social Media to Raise Awareness for Your Paper or Research
 
Open zika presentation
Open zika presentation Open zika presentation
Open zika presentation
 
academic / small company collaborations for rare and neglected diseasesv2
 academic / small company collaborations for rare and neglected diseasesv2 academic / small company collaborations for rare and neglected diseasesv2
academic / small company collaborations for rare and neglected diseasesv2
 
CDD models case study #3
CDD models case study #3 CDD models case study #3
CDD models case study #3
 
CDD models case study #2
CDD models case study #2 CDD models case study #2
CDD models case study #2
 
CDD Models case study #1
CDD Models case study #1 CDD Models case study #1
CDD Models case study #1
 
Using Machine Learning Models Based on Phenotypic Data to Discover New Molecu...
Using Machine Learning Models Based on Phenotypic Data to Discover New Molecu...Using Machine Learning Models Based on Phenotypic Data to Discover New Molecu...
Using Machine Learning Models Based on Phenotypic Data to Discover New Molecu...
 
CDD: Vault, CDD: Vision and CDD: Models software for biologists and chemists ...
CDD: Vault, CDD: Vision and CDD: Models software for biologists and chemists ...CDD: Vault, CDD: Vision and CDD: Models software for biologists and chemists ...
CDD: Vault, CDD: Vision and CDD: Models software for biologists and chemists ...
 
The future of computational chemistry b ig
The future of computational chemistry b igThe future of computational chemistry b ig
The future of computational chemistry b ig
 
#ZikaOpen: Homology Models -
#ZikaOpen: Homology Models - #ZikaOpen: Homology Models -
#ZikaOpen: Homology Models -
 
Slas talk 2016
Slas talk 2016Slas talk 2016
Slas talk 2016
 
Pros and cons of social networking for scientists
Pros and cons of social networking for scientistsPros and cons of social networking for scientists
Pros and cons of social networking for scientists
 

Último

Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls JaipurRussian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipurparulsinha
 
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiAlinaDevecerski
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...narwatsonia7
 
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...chandars293
 
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls JaipurCall Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipurparulsinha
 
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...Taniya Sharma
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...jageshsingh5554
 
Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...
Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...
Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...narwatsonia7
 
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Dipal Arora
 
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...Neha Kaur
 
High Profile Call Girls Coimbatore Saanvi☎️ 8250192130 Independent Escort Se...
High Profile Call Girls Coimbatore Saanvi☎️  8250192130 Independent Escort Se...High Profile Call Girls Coimbatore Saanvi☎️  8250192130 Independent Escort Se...
High Profile Call Girls Coimbatore Saanvi☎️ 8250192130 Independent Escort Se...narwatsonia7
 
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...narwatsonia7
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Servicevidya singh
 

Último (20)

Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls JaipurRussian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
 
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
 
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
 
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls JaipurCall Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
 
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
 
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
 
Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...
Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...
Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...
 
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
 
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
 
High Profile Call Girls Coimbatore Saanvi☎️ 8250192130 Independent Escort Se...
High Profile Call Girls Coimbatore Saanvi☎️  8250192130 Independent Escort Se...High Profile Call Girls Coimbatore Saanvi☎️  8250192130 Independent Escort Se...
High Profile Call Girls Coimbatore Saanvi☎️ 8250192130 Independent Escort Se...
 
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
 

Slides for burroughs wellcome foundation ajw100611 sefinal

  • 1. Open Science Landscape: One Future for Scientific Research? Sean Ekins, Ph.D., D.Sc. Collaborations in Chemistry, Fuquay-Varina, NC. Antony J. Williams, Ph.D., Royal Society of Chemistry, Wake Forest, NC. Slides for Burroughs Wellcome Foundation
  • 2.
  • 3.
  • 4. Major collaborative grants in EU: Framework, IMI …NIH moving in same direction Cross continent collaboration CROs in China, India etc – Pharma’s in US / Europe More industry – academia collaboration and ‘not invented here’ a thing of the past More effort to go after rare and neglected diseases -Globalization and connectivity of scientists will be key – Current pace of change in pharma may not be enough. Need to rethink how we use all technologies & resources… Collaboration and Openness is Key
  • 5. Data, Models and Software Becoming More Accessible- Free, Precompetitive and Open Efforts - Collaboration
  • 6. Could All Pharmas Share Their Data?
  • 7.
  • 8.
  • 9. Government Databases Should Come With a Health Warning Openness Can Bring Serious Quality Issues NPC Browser http://tripod.nih.gov/npc/ Database released and within days 100’s of errors found in structures Williams and Ekins, DDT, 16: 747-750 (2011) Science Translational Medicine 2011
  • 10.
  • 11. Example of Social Collaboration in Science: Tweets, Blog Lead to The Green Solvents App Sean attends seminar on solvent selection guide Sean tweets during talk Mobile App developer Alex Clark responds to twitter and along with Sean Ekins, Antony Williams start an email discussion about Green Chemistry apps Sean blogs. 3 days later an App is created By Alex
  • 12.
  • 13. Open Algorithms, Descriptors, Closed Data – Can We Unlock It? Gupta RR, et al., Drug Metab Dispos, 38: 2083-2090, 2010
  • 14. Pfizer Merck GSK Novartis Lilly BMS Could combining models give greater coverage of ADME/ Tox chemistry space and improve predictions? Lundbeck Allergan Bayer AZ Roche BI Merk KGaA What Will It Take For Companies, Academics, Government Labs To Realize They Could Gain More By Sharing More?
  • 15. Inside Company Collaborators Inside Academia Collaborators Molecules, Models, Data Molecules, Models, Data Inside Foundation Collaborators Molecules, Models, Data Inside Government Collaborators Molecules, Models, Data IP IP IP IP Shared IP Collaborative platform/s Bunin & Ekins DDT 16: 643-645, 2011 A Complex Ecosystem Of Collaborations: A New Business Model
  • 16. 2020: A Drug Discovery Odyssey Could our Pharma R&D look like this Massive collaboration networks – software enabled. We are in “Generation App”. Crowdsourcing will have a role in R&D. Drug discovery possible by anyone with “app access” Ekins & Williams, Pharm Res, 27: 393-395, 2010.
  • 17. Mobile Apps for Drug Discovery: Could They Facilitate Open Science? Williams et al DDT in press 2011 What if anyone could do the same to practice open science?
  • 18.
  • 19.
  • 20. Thank You Email: ekinssean@yahoo.com Twitter: collabchem Blog: http://www.collabchem.com/ Slideshare: http://www.slideshare.net/ekinssean Email: williamsa@rsc.org Twitter: ChemConnector Blog: www.chemconnector.com Slideshare: www.slideshare.net/AntonyWilliams Many thanks to our collaborators In the long history of human kind (and animal kind, too) those who have learned to collaborate and improvise most effectively have prevailed. Charles Darwin

Notas do Editor

  1. Edited
  2. Added Data to title
  3. Edited text
  4. Text edited
  5. And also all academic institutions…and government labs…and….
  6. Added Massive collaboration networks – software enabled. We are in “Generation App”. Crowdsourcing will have a role in R&D. Drug discovery possible by anyone with “app access”
  7. Do you have a better image of the article than the proofs with pink edits? Remove MMI stuff…too much of a sell job I believe…
  8. EDITED text
  9. EDITED text