Biomedical AI and Data Science
Biomedical AI and Data Science Emphasis
Future success in health care lies in effective, data-driven decision making. Students with this specialty will enhance their skills on next generation data analysis and decision support integration. This emphasis is NOT available as a traditional online program.
Best suited for computer scientists, statisticians and clinicians.
BIOMEDICAL AI AND DATA SCIENCE EMPHASIS
YEAR 1
Fall Semester
BMI 6010 - Foundations of Healthcare Informatics (2)
BMI 6018 - Intro to Program for Biomed Data Science (3)
BMI 6203 - Clinical Database Design (2)
BMI 6810 - DBMI Business Seminar (0.5)
Spring Semester
BMI 6016 - Biomedical Data Wrangling & Quality (2)
BMI 6106 - Introduction to Prob & Stats for Biomed Data Science (3)
BMI 6120 - Standards in Biomed Informatics (2)
BMI 6810 - DBMI Business Seminar (0.5)
COMP 5360 - Intro to Data Science (3)
NOTE: BMI 7902 - BMI Practicum (3-4) must be completed before the Capstone presentation, and it can be taken after first-year courses are completed.
YEAR 2
Fall Semester
BMI 6015 - Applied Machine Learning in Biomed Informatics (3)
BMI 6810 - DBMI Business Seminar (0.5)
Data Visualization (1.5-3) - Select One:
- IS 6491 - Data Visualization (1.5, Preferred)
- CS 6630 - Visualization for Data Scientists (3)
- COMP 5190 - Foundation of Data Analysis (3)
- SIME 6000 - Analytics for Systems Management (3)
- The MS Program will provide details on how to register for these options.
Spring Semester
BMI 6114 - Deep Learning in Biomedicine (3)
BMI 6305 - Principles of Leadership (1.5)
BMI 6810 - DBMI Business Seminar (0.5)
BMI 6975 - Capstone Project MS (1)
Interested in learning more about the MS Program?
February 15th
Program decisions are typically delivered
6-8 weeks after the submission deadline.
