COST Action CA20104
Artificial Intelligence meets Physical Activity
Artificial Intelligence meets Physical Activity
This training school integrates cutting-edge Artificial Intelligence (AI) with the science of physical activity focused on older adults, offering a unique and impactful approach to movement enablement. The program features a general introduction to AI, and an introduction to AI within the field of Physical Activity, along with specific examples from our colleagues in PhysAgeNet.
In addition, the program includes lectures followed by workshops on various topics such as:
- Machine Learning and Analysis of Biosignals: Covering activity-related biosignals with rehabilitation examples.
- Surface EMG Applications: Assessing exercise and physical activity.
- AI in Research Projects: Focusing on AI fundamentals and their application in high-level research.
Online participation (same zoom link for each day): https://zoom.us/j/98946828191?pwd=r2Ddefsp8fAFbKrwZXiGCuPgHvFaC5.1
Dates & Venue
Dates: Sep 16-18, 2024
Venue: Ankara, Türkiye
Agenda
Date | Program | Leader/Lecturer | |
---|---|---|---|
16th September - Day 1: General Approach and Introduction | |||
08:30 - 09:00 | Welcoming & registration | Yael Netz, Hayrünnisa Bolay Belen (Director of the NÖROM Center) and the Rector of Gazi University | |
09:00 - 09:30 | Introduction to AI within the field of Physical Activity | Patrick Esser | |
09:30 - 10:30 | Topic Introduction (15 minutes each) A. AI in Computational Sensorimotor Learning and Control B. Motor Control and Non-invasive Brain Stimulation C. Time Perception, Cognitive Functions and Theory of Magnitude D. AI Modelling of Molecular Markers: Early Diagnosis and Preventive Physical Therapies for Proactive Aging | TOPIC A – Kutluk Bilge Arıkan, Youness Lahdili, Amr Okasha TOPIC B – Bülent Cengiz, H. Evren Boran, Hasan Kılınç TOPIC C – Metehan Çiçek, Sertaç Üstün, Burcu Sırmatel Bakrıyanık, Simge Altınok TOPIC D - Yeşim Aydın Son | |
10:30 - 11:00 | Science for Human Flourishing in an AI world | Ayfer Alper | |
11:00 - 11:30 | Coffee break | ||
11:30 - 12:30 | A Beginner's Guide to AI: Core Concepts, Common Algorithms, Opportunities, and Limitations | Myriam de Graaf & Yu Yuan (Berry) Lee | |
12:30 - 13:30 | Lunch break | ||
13:30 - 14:40 | Live workshops, short talks & case studies presented by attendees (30-35 min each): 1. 3D perception & AI 2. Inter Communication Technology Rollator | 1. Gokce Nur Yılmaz 2. Niharika Bandaru | |
14:40 - 15:10 | Coffee break | ||
15:10 - 16:20 | 3. Graded Motor Imagery 4. Improving Adherence to Medication | 3. Uğur CAVLAK 4. Marcel Leppee | |
16:20 - 17:30 | Free time | ||
17:30 - 20:00 | Orienteering Activity (*for on-site attendees*) | Kenan Aksın | |
17th September - Day 2: Specialist Topics & NÖROM Practical Demonstrations | |||
Time | Specialized Topic 1 | Specialized Topic 2 | |
09:00 - 10:30 | Prediction Problem with Machine Learning (1/2) – Ceylan Yozgatlıgil | Machine Learning and analysis of biosignals (in the context of activity) – Ioanna Chouvarda | |
10:30 - 11:00 | Coffee break | ||
11:00 - 12:30 | Prediction with Machine Learning in Phyton – Ceylan Yozgatlıgil | Examples related to rehabilitation – Ioanna Chouvarda | |
12:30 - 13:30 | Lunch break | ||
13:30 - 15:00 | AI in Computational Sensorimotor Learning and Control (TOPIC A) • Robotic rehabilitation, mirror paradigm, supernumerary limbs – Kutluk Bilge Arıkan, • Navigational Learning – Youness Lahdili | Motor Control and Noninvasive Brain Stimulation (TOPIC B) – Bülent Cengiz, H. Evren Boran | |
15:00 - 15:30 | Coffee break | ||
15:30 - 17:00 | Neurorobotics and Neurorehabilitation Lab – Kutluk Bilge Arıkan, Youness Lahdili, Amr Okasha (*for on-site attendees ONLY*) | Brain Stimulation and Motor Control Lab – Bülent Cengiz, H. Evren Boran, Hasan Kılınç (*for on-site attendees ONLY*) | |
18th September - Day 3: Specialist Topics & NÖROM Practical Demonstrations | |||
Time | Specialized Topic 3 | Specialized Topic 4 | |
09:00 - 10:30 | Surface EMG applications in exercise/physical activity assessments – Veysel Alcan | Fall risk screening, identification of ACL injuries, estimation of running ground reaction forces – Salvatore Tedesco | |
10:30 - 11:00 | Coffee break | ||
11:00 - 12:30 | Examples related to physical activity – Veysel Alcan | Practical examples and or workshop – Salvatore Tedesco | |
12:30 - 13:30 | Lunch break | ||
13:30 - 15:00 | Time Perception, Cognitive Functions and Theory of Magnitude (TOPIC C) • Time Perception and Interactions with other Cognitive Functions – Metehan Çiçek • A theory of Magnitude: Space, Time and Number – Sertaç Üstün | AI Modeling of Molecular Markers: Early Diagnosis and Preventive Physical Therapies for Proactive Aging (TOPIC D) – Yeşim Aydın Son | |
15:00 - 15:30 | Coffeebreak | ||
15:30 - 17:00 | Human Neuroimaging and fMRI Lab: Functional MRI Applications in Cognitive Neuroscience – Burcu Sırmatel Bakrıyanık & Simge Altınok (*for on-site attendees ONLY*) | Molecular Neuroscience Unit: Highresolution microscopes, electrophysiology and cell monitoring devices, comprehensive molecular biology tools, animal facility, and high-performance computing clusters – Yeşim Aydın Son (*for on-site attendees ONLY*) |