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A l'occasion de la 2ème journée valaisanne de recherche translationnelle en réadaptation, Prof. Dr. Schumacher a présenté le nouveau Centre d’innovation des technologies de la sante HES-SO Valais-Wallis.
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HES-SO Valais-Wallis Page 1
Centre d’innovation des technologies de la sante
HES-SO Valais Wallis Un support pour les decisions
liées à la santé
Prof. Dr. Michael Schumacher & Prof. Dr. Marc Pfeifer 2ème journée valaisanne de recherche translationnelle en réadaptation, Sion, 3.3.2014
HES-SO Valais-Wallis Page 2
Health Technology Innovation Center (HTIC)
• Systems Engineering Institute: Prof. Martial Geiser & Prof. Pierre Roduit
• Institute of Life Technologies: Prof. Marc Pfeifer & Prof. Jean-Manuel Segura
• Institute of Information Systems: Prof. Michael Schumacher & Prof. Henning Müller
• Institut de recherche Santé-Social: Prof. Roger Hilfiker & Patricia Pham & Peter Voll
• IEM: Prof. Eric Michellod & Prof. Alexandra Hugo
• Institute of Tourisme: Prof. Marc Schnyder & Rafael Matos
Bottom-up!
initiative!
HES-SO Valais-Wallis Page 3
Vision
To position HES-SO Valais Wallis as a leader in Switzerland & internationally
in Sustainable Health Technology
HES-SO Valais-Wallis Page 4
Motivation • Situation:
• aging society, increasing numbers of patients with chronic diseases, and late-stage and expensive treatments
• Paradigm shift is needed to enhance: • Early detection and prevention of diseases
• Healthy behavior & nutrition
• Patient empowerment & health literacy
• Chronic disease management
• Socially integrated care and independent living
Picture source: http://www.sustainablehealth.org/sustainable-health/our-approach/
HES-SO Valais-Wallis Page 5
Mission of HTIC • Create an interdisciplinary research Center on health
technology with a sufficient critical mass • Acquire national and international research projects • Translate fundamental research to aR&D • Transfer innovation to industry (prototype developement) • Transfer competencies to our students • Position HES-SO Valais towards EPFL Valais & HES-SO
HES-SO Valais-Wallis Page 6
Positioning
Fundamental Research
(EPFL Valais)
aR&D (HES-SO VS)
Valorisation (The Ark)
Industry
Health Technology Innovation Center (HTIC)
Translate fundamental research into industrial practice (Science to Market)
HES-SO Valais-Wallis Page 7
Stategic Axes: full value chain
• Early diagnostics tools • Sensor developments
& integrated devices • eHealth applications • Healthy food
Institute of Life Technologies
Systems Engineering Institute
Institute of Information Systems
Institute of Life Technologies
ß Focus on health innovation mainly outside hospital à
ß Ethically-driven technology development to fully respect & serve human life à
Institut Santé S
ocial Institute of Tourism
Institute of M
angement
HES-SO Valais-Wallis Page 8
eHealth Unit Sierre 27 collaborators
3 professors, 7 engineers, 6 postdocs, 11 PhD students
Many visiting researchers and exchanges with other research groups & companies
60 peer reviewed publications in 2012
1 startup company in 2013. Possible others startups in preparation
Projects 2013: 8 EU FP7 projects
4 FNS + 2 Nano-Tera
CTI, TheArk, Hasler, …
Mandates
HES-SO Valais-Wallis Page 9
Physio-logical values
Monitoring Decision support
Electronic Health Records: (Patient history)
Individualized multi-parametric data analysis
Bio-markers & Sensors
Models (Formal reasoning and machine learning)
Medical guidelines Medical litterature
Hospitals GPs
& Nurses Labs
Interoperability
Coordination of care
Acute & Chronic individual care management
Medical data warehouse
Signal processing
Multiparametric Decision Support
HES-SO Valais-Wallis Page 10
HTIC Example projects
HES-SO Valais-Wallis Page 11
Gestational Diabetes Mellitus GDM occurs during pregnancy (4%)
due to increased resistance to insulin Goal of the project:
1. Constant monitoring and recording to ease treatment adjustment
2. Automatic alerts to medical staff
Technologies: Market sensors (glucometers)
Smart phones & Web Apps
Expert Systems
HES-SO Valais-Wallis Page 12
Demo
HES-SO Valais-Wallis Page 13
MIRTH
MIRTH BodyTel Body Area Network
Interoperability Middleware
Intelligent Agents (GOLEM)
Arrhythmia Detection
Breathing Detection
Noise Detection
Temporal Reasoning
Guidelines Reasoning
Physio- logical
Signals HL7
Portavita Care Management System
Events/Findings/Alerts Alerts Similar patient search Visualisation
HL7
HL7
Continuous Multi-parametric and Multi-layered analysis of Diabetes 1 & 2
HES-SO Valais-Wallis Page 14
Commodity12 DEMO: Hypoglicemia • BodyTel Body Area Network, with glucose value sent the interoperability
layer
• The expert systems applies a set of rules to deal with hypoglicemia:
• The alert is displayed in PortaVita Care Management System
HES-SO Valais-Wallis Page 15
DiagnosticAID (2012-2014)
Objective: • Interoperability with external health systems
• Clinical decision support system backed by computerized clinical guidelines for Mediway
HES-SO Valais-Wallis Page 16
Measure of the Knie Deviation • Goal: Diagnostic of arthritis
• Means:
• System to measure knie deviation
• Data acquisition
• Software for physiotherapists with data acquisition, visualization and analysis
• HES-SO Partners:
• Systems Engineering Institute (Pierre Roduit)
• Institute of Health (Roger Hilfiker)
• Institute of Information Systems (Michael Schumacher) Used sensors: gyroscope,
accelerometer, compass
HES-SO Valais-Wallis Page 17
NinaPro: Non Invasive Adaptive Hand Prosthetics
GOALS 1. Augment Dexterity of Robotic Prosthesis 2. Reduce Training Time
HES-SO Valais-Wallis Page 18
Step 1: Nina-Pro Electro Myography Database Step 2: Posture Classification Step 3: Natural Control Step 4: Adaptive Learning
NinaPro: Steps
HES-SO Valais-Wallis Page 19
Project „ISyPeM II“ Ø Evolution in TDM
0 1 2 3 4 5 6 7 8 9 10 11 12 Treatment dura5on (days)
Drug Con
centra5o
n (μg/mL)
0.0
0.4
0.8
1.2
1.6
2.0
2.4
Pa5ent
Target
800 mg qd
Risk of adverse effects
Risk of inefficacy
Ima5nib 400 mg qd
HES-SO Valais-Wallis Page 20
Project „ISyPeM II“ Ø Point-of-care (POC) solution
HES-SO Valais-Wallis Page 21
INTERPRETATION AND DOSE ADJUSTMENT § Is the result expected ? § Is the drug still suitable ? § Prediction and dose adjustment
Project „ISyPeM II“ Ø Point-of-care (POC) solution
DATA EXCHANGE AND INTEROPERABILITY § Upload patient’s data § Extension of eHealth medical standards § Data integrity
HES-SO Valais-Wallis Page 22
Project Idea „Breathx“ Ø Mobile breath analysis Air composition incl. metabolites change: • Infection (bacterial, fungi, viral) • Injury and / or inflammation • Disease (lung cancer, …) • Pharmaceutical and food / beverage intake • During exercise or rest (ventilated) • Fitness
HES-SO Valais-Wallis Page 23
Project Idea „Breathx“ Ø Mobile breath analysis Goal: • Understand relationship breathing ↔ recovery • Optimize recovery / rehabilitation Approach: • Select metabolic markers • Select or develop wearable sensor device • Software and Data management • Clinical result evaluation
HES-SO Valais-Wallis Page 24
Thank you
Pic
ture
: http
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