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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 introduces students to the principles of computation. Upon completion of 6.001, students should be able to explain and apply the basic methods from programming languages to analyze computational systems, and to generate computational solutions to abstract problems. Substantial weekly programming assignments are an integral part
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- electrical engineering and computer science
- programming
- scheme
- abstraction
- recursion
- iteration
- object oriented
- structure
- interpretation
- computer programs
- languages
- procedures
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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 is a collaborative offering of Sana, Partners in Health, and the Institute for Healthcare Improvement (IHI). The goal of this course is the development of innovations in information systems for developing countries that will (1) translate into improvement in health outcomes, (2) strengthen the existing organizational infrastruct
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- health sciences and technology
- health informatics
- clinical decision support
- health care management
- public health
- international development
- developing country
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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 provides an intensive introduction to artificial intelligence and its applications to problems of medical diagnosis, therapy selection, and monitoring and learning from databases. It meets with lectures and recitations of 6.034 Artificial Intelligence, whose material is supplemented by additional medical-specific readings in a w
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Tag(s):
- health sciences and technology
- introduces representations
- techniques
- and architectures used to build applied systems
- computational intelligence
- rule chaining
- heuristic search
- constraint propagation
- constrained search
- inheritance
- problem-solving paradigms
- identification trees
- neural nets
- genetic algorithms
- learning paradigms
- speculations on the contributions
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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.
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Tag(s):
- health sciences and technology
- clinical data
- healthcare information systems
- patient privacy
- security
- medical education
- computing
- genomic medicine
- decision analysis
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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
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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.
File: 6-001-spring-2005.zip
This OER is part of OCW: Structure and Interpretation of Computer Programs
Published under: /Download Course Materials
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Inherited Tag(s):
- electrical engineering and computer science
- programming
- scheme
- abstraction
- recursion
- iteration
- object oriented
- structure
- interpretation
- computer programs
- languages
- procedures
File: hst-951j-spring-2003.zip
This OER is part of OCW: Medical Decision Support
Published under: /Download Course Materials
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Inherited 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.
File: hst-950j-spring-2003.zip
This OER is part of OCW: Medical Computing
Published under: /Download Course Materials
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Inherited Tag(s):
- health sciences and technology
- clinical data
- healthcare information systems
- patient privacy
- security
- medical education
- computing
- genomic medicine
- decision analysis
File: hst-947-spring-2005.zip
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Download Course Materials
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Inherited Tag(s):
- health sciences and technology
- introduces representations
- techniques
- and architectures used to build applied systems
- computational intelligence
- rule chaining
- heuristic search
- constraint propagation
- constrained search
- inheritance
- problem-solving paradigms
- identification trees
- neural nets
- genetic algorithms
- learning paradigms
- speculations on the contributions
File: hw3.pdf
This OER is part of OCW: Medical Computing
Published under: /Assignments
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Inherited Tag(s):
- health sciences and technology
- clinical data
- healthcare information systems
- patient privacy
- security
- medical education
- computing
- genomic medicine
- decision analysis
File: assignment1.pdf
This OER is part of OCW: Medical Computing
Published under: /Assignments
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Inherited Tag(s):
- health sciences and technology
- clinical data
- healthcare information systems
- patient privacy
- security
- medical education
- computing
- genomic medicine
- decision analysis
File: hw2.pdf
This OER is part of OCW: Medical Computing
Published under: /Assignments
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OCW Authors:
Inherited Tag(s):
- health sciences and technology
- clinical data
- healthcare information systems
- patient privacy
- security
- medical education
- computing
- genomic medicine
- decision analysis
File: hst951.pdf
This OER is part of OCW: Medical Decision Support
Published under: /Assignments
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OCW Authors:
Inherited 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.
File: homework2.pdf
This OER is part of OCW: Medical Decision Support
Published under: /Assignments
Share in:
OCW Authors:
Inherited 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.
File: SICP_fulltext.zip
This OER is part of OCW: Structure and Interpretation of Computer Programs
Published under: /Readings
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Inherited Tag(s):
- electrical engineering and computer science
- programming
- scheme
- abstraction
- recursion
- iteration
- object oriented
- structure
- interpretation
- computer programs
- languages
- procedures
File: lecture4webhand.pdf
This OER is part of OCW: Structure and Interpretation of Computer Programs
Published under: /Lecture Notes
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Inherited Tag(s):
- electrical engineering and computer science
- programming
- scheme
- abstraction
- recursion
- iteration
- object oriented
- structure
- interpretation
- computer programs
- languages
- procedures
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