University of Louisville MS in Artificial Intelligence in Medicine

The University of Louisville offers a 100% online Master of Science in Artificial Intelligence in Medicine for students who want to apply AI and machine learning to healthcare data. The 30-credit program combines bioengineering, biostatistics, data mining, medical imaging, and applied AI. It is a strong fit for this directory because machine learning and AI form the core of the degree rather than a small elective component.

University of Louisville AI in Medicine Quick Facts

SchoolUniversity of Louisville
LocationLouisville, Kentucky
DegreeMS in Artificial Intelligence in Medicine
Credits30 credits
FormatOnline
Estimated Tuition and Online Fee$26,190
Estimated LengthAbout 18–24 months
AI and ML FocusMachine learning, medical imaging, data mining, statistical computing, and healthcare AI

Curriculum

The official curriculum requires eight core courses totaling 24 credits and two electives totaling 6 credits. The required courses move from AI and statistics foundations into machine learning, medical image analysis, and applied research.

  • Introduction to Artificial Intelligence in Bioengineering
  • Machine Learning in Medicine
  • Medical Image Computing
  • Data Mining I
  • Data Mining II
  • Introduction to Statistical Computing
  • Biostatistical Methods I
  • Bioengineering Non-thesis Design/Research Project

Elective choices include Machine Learning in Python, Artificial Intelligence Techniques in Digital Pathology, Artificial Intelligence and Radiomics, and two advanced medical image analysis courses. Students may also select Probability. This range gives students several ways to deepen their technical work in imaging, pathology, radiomics, or statistical methods.

Credits and Program Length

Students complete 30 credits across 10 courses. Fall and spring courses use 15-week terms, while summer courses use 10-week terms. Louisville does not publish one fixed completion time, and some courses run only in specific terms. A student taking two to three courses per term should plan for roughly 18–24 months, but the actual schedule may vary. All requirements must be completed within six years.

Tuition and Cost

The university lists online tuition at $863 per credit for this program and adds a required $10-per-credit online course fee. At 30 credits, estimated tuition is $25,890 and the online fee adds $300, producing an estimated total of $26,190. This estimate does not include books, course-specific charges, or future tuition increases. Louisville also lists a $250-per-credit military tuition rate for eligible students; students should confirm whether the online fee and other charges apply. Review the official tuition and financial aid page before enrolling.

Admissions

Applicants need a bachelor’s degree from an accredited institution and typically need a minimum undergraduate GPA of 3.0. The program does not require the GRE. Applicants must show prior college-level coursework in statistics and introductory computer programming.

  • Graduate application and $65 application fee
  • Official transcripts from each college or university attended
  • Personal statement describing the applicant’s background and interest in AI in medicine
  • Two letters of recommendation

Louisville may consider provisional admission for applicants with a GPA from 2.75 to 2.99. Students who lack the statistics or programming prerequisites may need undergraduate background coursework. The program admits students on a rolling basis and lists preferred deadlines for fall, spring, and summer starts on its online program page.

Machine Learning and AI Focus

This degree has a direct and substantial connection to machine learning and AI. Required coursework covers AI in bioengineering, machine learning in medicine, two data mining courses, medical image computing, statistical computing, and biostatistical methods. Students learn to work with biomedical, clinical, imaging, experimental, and public health data. The curriculum places less emphasis on broad software systems than a general computer science degree, but it provides deeper domain training for healthcare applications.

Online Format

Louisville delivers every course online, with no campus attendance requirement. The program uses standard semester-length courses rather than short accelerated modules. Students should map their schedule with an adviser because some required and elective courses are available only in fall, spring, or summer.

Applied Project

Every student completes a Bioengineering Non-thesis Design/Research Project. This requirement gives students a way to apply their technical coursework to a healthcare or biomedical problem. The project structure also makes the degree more practice-focused than a coursework-only program, although students who want a traditional thesis should compare other options.

Who Is This Program Best For?

The program suits engineers, analysts, healthcare professionals, and science graduates who want focused training in medical AI. It may also fit applicants from other academic backgrounds if they have or can complete the statistics and programming prerequisites.

  • Students who want a fully online AI master’s with a healthcare focus
  • Professionals interested in medical imaging, biomedical data, clinical analytics, or public health data
  • Applicants who want required machine learning and data mining coursework
  • Students who prefer an applied project instead of a thesis

Bottom Line

The University of Louisville’s online MS in Artificial Intelligence in Medicine is one of Kentucky’s clearest graduate options for applied AI and machine learning. Its strongest features are the focused 30-credit curriculum, medical imaging and data mining coursework, fully online delivery, and required applied project. Prospective students should weigh the specialized healthcare focus and estimated $26,190 tuition-and-fee total against broader computer science or data science programs.