Course Websites

CS 598 LHO - Deep Learning For Healthcare

Last offered Spring 2025

Official Description

Subject offerings of new and developing areas of knowledge in computer science intended to augment the existing curriculum. See Class Schedule or departmental course information for topics and prerequisites. Course Information: May be repeated in the same or separate terms if topics vary.

Section Description

Welcome to the Deep Learning for Healthcare course! In this course, we will explore deep learning (DL) methods and their applications in healthcare. The course will include video lectures, self-guided labs, and homework assignments. During this time, you will learn about different DL and health applications topics, and develop practical experience in building deep learning models using healthcare data. Additionally, you will learn how to use "pyhealth," a package specifically designed for healthcare AI tasks. We encourage you to use pyhealth for your final project and, if possible, contribute to its improvement. In the second half of the course will be a group project where you will work together to understand, replicate, and extend a recently published work in deep learning for healthcare. This project will give you hands-on experience in applying DL methods to real-world healthcare problems. To assess your understanding of the course material, we will have a midterm exam before the s

Related Faculty

Schedule and Instructors

TitleSectionCRNTypeHoursTimesDaysLocationInstructor
Deep Learning For HealthcareLHO62819E164 -    Jimeng Sun