Potential of AI (Generative AI) in Business: Learnings and Insights
ISyPeM
1. Microelectronics Division
Nanotechnology & Life-Sciences
Division Institute of Bioengineering
Institute of Electrical Engineering
Division of Clinical Pharmacology Reconfigurable and Embedded
and Toxicology Digital Systems
Intelligent Integrated Systems for Personalized Medicine
ISyPeM
ISyPeM 1
2. Long-term/highly critical drug therapies
A Personalized Medicine Approach
Life-saving drug agents requiring careful
monitoring
Medical applications identified in the short term:
HIV therapies
Immunosuppression for organ transplant maintenance
Anticancer therapies with tyrosine kinase inhibitors
Development of a platform for computer-assisted
real-time dose adjustment
ISyPeM 2
3. Long-term/highly critical drug therapies
A Personalized Medicine Approach
Spread Provide Provide
ACTIONS
Therapeutic Drug a seamless fully automated
Monitoring connection with drug monitoring
culture databases and and delivery
patient records
SHORT TERM MEDIUM TERM LONG TERM
Point-of-care Model building and Low power circuits
TECHNOLOGIES
pharmacokinetics personalization for sensing and
monitoring biotelemetry
Localized and
remote processing BT_LE
MICS
SW for dosing
adjustment Automated in vivo
3500
3000
2500
delivery
2000
1500
1000
500
0
5:00 8:52 12:44 16:36 20:28 0:20 4:12 8:4
ISyPeM
3
4. Technologies in the framework of ISyPeM
Bio and Low power circuits and
ICT and algorithms system architecture
Nanotechnologies WP3 and 5
WP1 and 4 WP2
Miniaturized Bayesian Low power CMOS
biosensors for drug algorithms biosensor interface
and biomarker implemented on
concentration portable platforms Low power radio
measurement for WBAN node
(STMicroelectronics) Formal modeling of
the therapeutic Distribution and
Advanced surface protocol for management of
functionalization correctness computing power on
(Arrayon Biotech.) verification embedded platforms
Drug delivery by
nanoporous
membranes ISyPeM 4
6. Bio and nanotechnologies
Quasi Label-free Analyte
Label
No drug Drug Drug
No signal No signal Signal
Analyte
Tag-Label
Label-based
No drug Drug
No signal Signal
Analyte
Label-free
No drug Drug
No signal ISyPeM Signal 6
7. Bio and nanotechnologies
Aptamers that change conformation
Oligo Binding
Library to
beads
Analyte
PCR Binding to
amplification target,
of release
selected from beads
11/22/2011 ISyPeM Plenary Meeting 7
8. Bio and nanotechnologies Institute of Bioengineering
Label-based sensing on miniaturized electrodes on silicon
Temiz, IEEE Sensors, 2010
ISyPeM Guiducci, APCCAS, 2010 8
Guiducci, ISSCC 2010
9. Bio and nanotechnologies Institute of Bioengineering
Label-free sensing on miniaturized electrodes on silicon
ISyPeM 9
10. Bio and nanotechnologies Institute of Bioengineering
Label-free sensing on miniaturized electrodes on silicon
Cappi et al, SPP 2011
ISyPeM 10
11. Nanotechnology & Life-Sciences
Bio and nanotechnologies
Nanoporous membrane for controlled delivery
Silicon-based materials
Biocompatible
Electrically driven, integrable
with actuation circuitry
Ultrathin (100 nm) nanoporous SiN membranes are
produced by combining Block-copolymers
lithography and standard microfabrication
processes (photolithography, wet/dry etching) –
diffusion through nanopores has been
demonstrated. Popa, Nanotechnology, 2009
ISyPeM 11
12. Nanotechnology & Life-Sciences
Bio and nanotechnologies
Nanoporous membrane for controlled delivery
Grafting of poly(NIPAM) brushesinsideSiNnanopores
Permeability control by varying T below and above LCST, using
pelletier element or electricalactuator.
Surface modification with poly(NIPAM) hydrogel containing
gold NPs. Permeability control by external light inducing local heating of
gold NPs (optical-to-thermal energy conversion)
hydrogel
unpublished
ISyPeM 12
13. ICT and algorithms Institute of Electrical Engineering
Bayesian algorithms for Therapeutic Drug Monitoring
Other prediction strategies under investigation: Example-based learning algorithm
Imatinib.
tyrosine kinase inhibitor
Unpublished results
ISyPeM 13
14. Low Power Circuits and System Architecture
Reconfigurable low-Power CMOS Biosensor Interface
Microelectronics Division
Institute of Bioengineering
CMOS Interface to the biosensoris:
Reconfigurable (Synchronous and Asynchronous Mode).
Versatile (CyclicVoltammetry, ImpedanceSpectroscopy, Capacitive
Sensing). ISyPeM Balasubramanian, ISCAS 2010
14
15. Low Power Circuits and System Architecture
Low-power Radio for WBAN node
Ability to communicate on MICS (Medical Microelectronics Division
Implant Communication Services) band
(400MHz)
AND
Reconfigurable and
on Bluetooth Low Energy Extension (BT-LE at Embedded Digital Systems
2.4GHz) with the monitoring unit.
RF input
Sampling RF front-end
fc1,fc2 S/H mixer Decimation
Prefilter I 0 I
fC,1 I
LNA
S
fBB fs fBB To
ADC
Q Q Q
(Antialias)
Sampling
clock fs Decimation,down
conversion
0 I I
fC,2 I
S
fIF fs fBB To
ADC
Q Q Q
Heragu, ISCAS 2010
ISyPeM 15
16. Low Power Circuits and System Architecture
icyflex embedded programming
Reconfigurable and
Embedded Digital Systems
Microelectronics Division
Definition of drug management policies
Management of the control loop
Safe and secure transmission of data
Integration and miniaturization
ISSCC 2010
ISyPeM 16
17. Industrial contribution
STMicroelectronics
Development of a prototype of a point-of-care in vitro drug
measurement system
• fully automated measurement system equipped with
sample preparation functionalities
Arrayon Biotechnologies
Functionalization of surfaces based on a polysaccharide
photolinkers called Optodex® to overcome the phenomenon
of non-specific interactions
ISyPeM 17
Notas do Editor
Our aim is to meet unmet healthcare needs.Medical and pharmaceutical progress is bringing up an increasing number of powerful, life-saving drug agents which must be administered on the long term and are known for important pharmacokinetic variability, thus requiring careful monitoring to avoid both inefficacy and toxicity.The project has the ambition to Target a much wider application spectrum. Platform..Potential medical applications are in HIV treatment, immunosuppression for organ transplant maintenance, anticancer therapy with tyrosine kinase inhibitors, etc. The laboratory and computer work related to the project started swiftly, with the health professionals formalizing conceptually the processes needed for treatment individualization. pharmacokinetic characterization of new drug agents has become mandatory from registration agencies during the last two decadespopulation pharmacokinetic modeling has progressed and is increasingly used in clinical research, the need for dosage individualization is more and more widely acknowledged among experts, especially regarding new critical therapies.
RADIO_CSEM: integrated radio chip able to be interfaced to a portable phone. The chip will be ultra-low power and will communicate at 2.4GHz. It would be remotely charged by the phone.MICS (Medical Implant Communication Services) band (400MHz).Ability to talk on Bluetooth Low Energy Extension (BT-LE at 2.4GHz) with the monitoring unit.
Lavoranovari partner sullostesso topic
Can see receptors.They does not exist and have not been used for surface detection
Can see receptors.They does not exist and have not been used for surface detection