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 online.
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.
