OER Recommender

My Tags For This Item

To save your tags,
please sign in
Not a member yet?
Register now

My Review For This Item

To save your reviews,
please sign in
Not a member yet?
Register now

My Notes For This Item

To save your notes,
please sign in
Not a member yet?
Register now

My Saved Searches

To save your searches,
please sign in.
Not a member yet?
Register now.

Medical Decision Support, Spring 2003

 
Rating: Not rated yet
  Rate item
Type: Course Related Materials
Grade Level: Post-secondary
Author: Ohno-Machado, Lucila
Subject: Science and Technology
Institution Name: M.I.T.
Collection Name: MIT OpenCourseWare

Abstract: Presents the main concepts of decision analysis, artificial intelligence, and predictive model construction and evaluation in the specific context of medical applications. Emphasizes the advantages and disadvantages of using these methods in real-world systems and provides hands-on experience. Technical focus on decision analysis, knowledge-based systems (qualitative and quantitative), learning systems (including logistic regression, classification trees, neural networks), and techniques to evaluate the performance of such systems. Students produce a final project using the methods learned in the subject, based on actual clinical data. (Required for students in the Master's Program in Medical Informatics, but open to other graduate students and advanced undergraduates.) From the course home page: It reviews computer-based diagnosis, planning and monitoring of therapeutic interventions. It also discusses implemented medical applications and the software tools used in their construction.

Details

Course Type: Full Course
Material Types: Assessments, Homework and Assignments, Lecture Notes, Syllabi
Media Formats: Text/HTML, Downloadable docs
Language: English

Additional Information

Geographic Regional Relevance: All

Tags For This Item

Tags are a way to find OER by keywords added by users
This item wasn't tagged yet.