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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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The focus of the course is on medical science and practice in the age of automation and the genome, both present and future.
It ncludes an analysis of the computational needs of clinical medicine, a review systems and approaches that have been used to support those needs, and an examination of new technologies.
Author(s):
Tag(s):
- health sciences and technology
- clinical data
- healthcare information systems
- patient privacy
- security
- medical education
- computing
- genomic medicine
- decision analysis
More OCW like this |
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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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This course presents the main concepts of decision analysis, artificial intelligence and predictive model construction and evaluation in the specific context of medical applications. It emphasizes the advantages and disadvantages of using these methods in real-world systems and provides hands-on experience. Its technical focus is on decisio
Author(s):
Tag(s):
- health sciences and technology
- decision analysis
- artificial intelligence
- predictive model construction
- evaluation
- medical software
- decision support
- knowledge-based systems
- learning systems
- logistic regression
- classification trees
- neural networks
- rough sets
- computer-based diagnosis
- planning monitoring
- therapeutic interventions
- machine learning methods
- hst.
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