Want to find out more about tech influence and challenges for eHealth sector? The ATHIKA project has created an interdisciplinary online course for the digital transformation of the eHealth sector. This course will allow the student to establish the basis of the eHealth sector from a perspective of real challenges, as well as the technologies (Internet of Things, Big Data, Artificial Intelligence, Machine Learning) that can be key to the evolution of the sector, always from a humanistic perspective and ethical reflection of the technological solution.
TRAINING COURSE “eHealth Opportunities & Challenges: IoT, AI and Ethics”
Programme
UNIT 1: COMMON PART
UNIT 2: FUNDAMENTALS
CONTENT:
- 1.1 eHealth
- 1.2 Digital Transformation
- 1.3 Framework / Scenario Planning
SKILLS YOU WILL GAIN:
- eHealth background
- Digital Transformation of the Health sector
- Scenario planning and challenge identification
- Interdisciplinarity
Launch date:
08-02-2021
CONTENT:
- 2.1 Internet of Things
- 2.2 Machine Learning & Artificial Intelligence
- 2.3. Governance and Ethics
SKILLS YOU WILL GAIN:
- IoT
- Introduction to Artificial Intelligence and Machine Learning
- Basic Machine Learning Analytics
- Backpropagation
- Cross Validation
- AI/ML Solutions in Practice
Launch date:
11-02-2021
UNIT 3: ITINERARIES (Pre-selected study Pathway options)
OPTION 1: Specific IoT
- 3.1 Use Case Analysis and Metrics
- 3.2 Internet of Things: evolution, concept and application
- 3.3 Big Data
SKILLS YOU WILL GAIN:
- IoT Architecture for Smart Health services
- IoT Development guidelines
- Social Internet of Things
- IoT and Big Data relationship
- Ambient Assistant Living paradigm
Launch date:
01-03-2021
OPTION 2: Specific ML & AI
- 3.1 Artificial Intelligence & Machine Learning
- 3.2 Artificial Intelligence & Machine Learning Specifics
SKILLS YOU WILL GAIN:
- Mathematics for Machine Learning
- Data Descriptive Statistics and Pre-processing
- Classification and Regression
- Supervised vs Unsupervised Learning
- Artificial Neural Networks
- Deep Neural Networks
- Bayesian Networks
- AI Applications in Healthcare
Launch date:
01-03-2021
OPTION 3: Specific Governance & Ethics
- 3.1 Governing science and technology
- 3.2 Ethics of AI
- 3.3 Nudging
- 3.4 Ethics of smart environments
SKILLS YOU WILL GAIN:
- Politics, culture and regulation of new technologies
- Ethics of AI in healthcare
- Ethics of health promotion – nudging
- SmartCampus challenge
Launch date:
01-03-2021
LEAD BY:
La Salle Campus Barcelona-Ramon Llull University (URL), Spain;
University of West Scotland (UWS), Scotland;
University of Tartu (UT) – Estonia
During the final 2-day workshop, focused on their disciplines, some seminars, keynotes and panel sessions will be held. In addition, a challenge will be presented to solve it in a competition between students of the same discipline and university.