Green Biotec UG Bremen Germany
Artificial Intelligence in Healthcare
| Artificial Intelligence in Healthcare | |
|---|---|
| Course Description | The healthcare service system plays a pivotal role in the medical domain, with massive demands on human life. To evolve, healthcare providers in developing countries are adopting intelligent technologies like artificial intelligence (AI) and machine learning. AI integration in healthcare has led to advancements in human-centered healthcare systems, influencing intensive care and supervisory activities in hospitals and clinics. |
| Recommended Books | 1. Ranschaert ER, Morozov S, Algra PR, editors. Artificial intelligence in medical imaging: opportunities, applications and risks. Springer; 2019 Jan 29. 2. Agah A. Introduction to medical applications of artificial intelligence. CRC Press; 2013 Nov 6. 3. Consoli S, Recupero DR, Petkovic M. Data science for healthcare. Berlin: Springer International Publishing; 2019. |
| Course Learning Outcomes | After completing this course, students will develop a holistic understanding of AI’s growing role in healthcare through real-world case studies. The course will explore how AI strategies have been successfully deployed in the sector. Students will learn to evaluate AI techniques for potential use within their own context. |
| Assessment System | Quizzes: 10-15% Assignments: 5-10% Midterm Exam (MSE): 30-40% End of Semester Exam (ESE): 40-50% |
| Lecture Plan | ||
|---|---|---|
| S.No. | Description | Quizzes/Assignment |
| 1 | Introduction to Clinical Data and Healthcare Systems | |
| 2 | Fundamentals of AI in Healthcare | Quiz 1 |
| 3 | Integration of AI in Medical Imaging and Home-Care Technologies | |
| 4 | Evaluations of AI Applications in Healthcare | |
| 5 | AI Assisted Decision-Making Analysis and Health Services | Assignment 1 |
| 6 | Integration of AI with Advanced Technologies, such as Blockchain | |
| 7 | AI and Telehealth | Quiz 2 |
| 8 | Integration of AI in the Management of Healthcare Setups | |
| 9 | AI for Medical Diagnosis | Assignment 2 |
| 10 | AI and Innovations in the Internet of Medical Things | |
| 11 | AI in Predictive Healthcare Analytics | |
| 12 | AI in Personalized Medicine and Patient Care | Quiz 3 |
| 13 | Ethical Considerations in AI for Healthcare | |
| 14 | Challenges in AI Implementation in Healthcare | |
| 15 | Future Trends in AI and Healthcare | Assignment 3 |
