EE4069: Artificial Intelligence in Health Sciences  

Instructor : G. Bora Esmer
Office       : M4-105
Phone       : +90 (216)777 3668
E-mail      : bora [dot] esmer [at] marmara [dot] edu [dot] tr
                

Textbook  :
Artificial Intelligence: A Modern Approach
by S. Russel and P. Norvig
4th Edition (2021), Pearson

Suplementary Readings:
Lecture Notes and Slides

Grading    : Midterm (25%) + Final (40%) + HWs (10%) + Project (25%) 

Classroom: M4-113 (Tuesday), M4-Z01 (Thursday)

Objectives of The Course:

Course Outline: The applications of artificial intelligence methods in health sciences, the benefits obtained, and the legal implications of the process will be discussed. The course will cover a variety of artificial intelligence techniques and provide examples of specific applications where they are employed. It will be underlined how enforceable and constrained the law is with regard to health practices. Legal procedures, hazards, and important considerations for the commercialization phase will be highlighted, as well as the legal framework for such artificial intelligence applications from the perspective of entrepreneurship. The use of these applications will be explained by faculty members from the Faculty of Medicine.

Honor Code:
All work done on the exams will be done on your own and pledged. Homework concepts and approaches may be
discussed with other students, but the work will be done by the individual. Group or copied solutions are not
permitted and negative full grade will be given for such work.

Tentative Schedule: 

Week : 1 

Introduction

Week : 2 

Applications on Radiological Image Processing

Week : 3 

Applications on Surgical Systems

Week : 4 

Introduction to Artificial Intelligence

Week : 5 

Knowledge in Learning

Week : 6 

Learning From Examples

Week : 7   

Learning Propabilistic Models

Week : 8   

Deep Learning 

Week : 9 

Midterm

Week : 10   

Recent Practices in Medicne

Week : 11   

Recent Practices in Medicne

Week : 12   

Legal Concerns related to Arficial Intelligence Applications on Health Sciences

Week : 13   

Legal Concerns related to Arficial Intelligence Applications on Health Sciences

Week : 14   

Legal Issues faced by Entrepreneurs

Week : 15   

Legal Issues related to Intellectual Property

Week : 16  

Review 

Week : 17  

Final Exam 

Last Modified: October 03, 2023
© G.B. Esmer