Machine Learning for Healthcare
MACHN LEARNING HEALTHCARE
Prerequisites: Medical Informatics G4001, Computer Science W3139. Survey of the methods underlying the field of medical informatics. Explores techniques in mathematics, logic, decision science, computer science, engineering, cognitive science, management science and epidemiology, and demonstrates the application to health care and biomedicine.
- F 10:30 a.m.-11:45 a.m.
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Instructor:
Amelia J Averitt
Info - 3 points
Special Topics in Biomedical Informatics
Ethics&Fairness:Digital Health
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- MR 2 p.m.-4 p.m.
- 3 points
ACCULTURATN TO MED & CLIN INFO
Overview of the field of medicine for informaticians. Medical language and terminology, introduction to pathology and pathophysiology, the process of medical decision making, and an understanding of how information flows in the practice of medicine.
- T 2:30 p.m.-4:30 p.m.
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Instructor:
Sivan Kinberg
Info - 3 points
MTHDS IN HLTH INFORMATION TECH
- F 9 a.m.-1 p.m.
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Instructor:
Virginia G Lorenzi
Info - 3 points
HEALTH INFO TECHNOLOGY
SKILLS & MTHDS IN HIT
- F 1:10 p.m.-5 p.m.
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Instructor:
Virginia G Lorenzi
Info - 3 points
RES SEM IN BIOMED INFORMATICS
Prerequisite: open to public. Presentations by medical informatics faculty and invited international speakers in medical informatics, computer science, nursing informatics, library science, and related fields.
- M 1 p.m.-2 p.m.
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Instructor:
Sarah A Rossetti
Info - 1 points
Fieldwork: Bridging Theory and Practice
The Fieldwork Elective: Bridging Theory and Practice is designed to provide students with the opportunity to integrate theoretical knowledge gained in their academic program with hands-on, real-world experience. This elective aims to enhance students' practical skills, professionalism, and industry readiness.
MS students can only enroll in this course once during their program of study. PhD students may enroll in up to two (2) times during their program of study.
Prospective enrollees are required to complete the first year of their program and seek necessary approvals.
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Instructor:
Gamze Gursoy
Info - 1 points
PROJECTS-BIOMEDICAL INFORMATCS
Research in medical informatics under the direction of a faculty adviser.
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Instructor:
Noemie Elhadad
Wikipedia h-index: 46 Info -
Instructor:
Chunhua Weng
h-index: 37 Info -
Instructor:
Harris Wang
h-index: 32 Info -
Instructor:
Andrea Califano
h-index: 77 Info -
Instructor:
Dennis Vitkup
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Instructor:
Raul Rabadan
Wikipedia h-index: 72 Info -
Instructor:
Rita Kukafka
h-index: 28 Info -
Instructor:
George M Hripcsak
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Instructor:
Pierre Elias
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Instructor:
Herbert S Jr Chase
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Instructor:
Olena Mamykina
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Instructor:
Yufeng Shen
h-index: 47 Info -
Instructor:
Nicholas Tatonetti
Wikipedia h-index: 36 Info -
Instructor:
Karthik Natarajan
h-index: 17 Info -
Instructor:
Gamze Gursoy
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Instructor:
Sarah A Rossetti
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Instructor:
Patrick B Ryan
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Instructor:
Richard A Friedman
Info - 1-12 points
PROJECTS-BIOMEDICAL INFORMATCS
Research in medical informatics under the direction of a faculty adviser.
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Instructor:
Mohammed Alquraishi
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Instructor:
Tal Korem
h-index: 18 Info -
Instructor:
Shalmali Joshi
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Instructor:
Jason Adelman
Info - 1-12 points
METHODS III: RESEARCH METHODS
- TR 10:30 a.m.-11:45 a.m.
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Instructor:
Olena Mamykina
Info - 3 points
M.PHIL TEACHING EXPERIENCE
Prerequisite: instructors permission. Participation in medical informatics educational activities under the direction of a faculty adviser.
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Instructor:
Amelia J Averitt
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Instructor:
Richard A Friedman
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Instructor:
Olena Mamykina
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Instructor:
Sivan Kinberg
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Instructor:
Noemie Elhadad
Wikipedia h-index: 46 Info - 2 points
DOCTORAL RESEARCH
Prerequisite: completion of all M.Phil. requirements, and approval of a research proposal by the supervising faculty adviser.
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Instructor:
Noemie Elhadad
Wikipedia h-index: 46 Info -
Instructor:
Chunhua Weng
h-index: 37 Info -
Instructor:
Dennis Vitkup
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Instructor:
Raul Rabadan
Wikipedia h-index: 72 Info -
Instructor:
Olena Mamykina
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Instructor:
Sarah A Rossetti
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Instructor:
Nicholas Tatonetti
Wikipedia h-index: 36 Info -
Instructor:
Yufeng Shen
h-index: 47 Info -
Instructor:
George M Hripcsak
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Instructor:
Harris Wang
h-index: 32 Info - 1-12 points
DOCTORAL DISSERTATION
Prerequisite: completion of all M.Phil. requirements. Ph.D. candidates may be required to register for this course every term during the preparation of the dissertation.
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Instructor:
Noemie Elhadad
Wikipedia h-index: 46 Info -
Instructor:
Dennis Vitkup
Info -
Instructor:
Nicholas Tatonetti
Wikipedia h-index: 36 Info -
Instructor:
George M Hripcsak
Info - 0 points