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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
Author(s):
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: 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: ch8_mach4.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
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OCW Authors:
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: ch4_learnintro.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
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OCW Authors:
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: ch2_search2.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
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OCW Authors:
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: ch7_mach3.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
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OCW Authors:
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: ch10_logic2a.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
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OCW Authors:
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: ch3_csp_games2.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
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OCW Authors:
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: ch10_logic2b.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
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OCW Authors:
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: ch9_logic1a.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
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OCW Authors:
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: ch1_intro.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
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OCW Authors:
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: ch2_search1.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
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OCW Authors:
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: ch3_csp_games1.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
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OCW Authors:
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: ch6_mach2.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
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OCW Authors:
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: ch12_language1.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
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OCW Authors:
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: ch9_logic1b.pdf
This OER is part of OCW: Medical Artificial Intelligence
Published under: /Lecture Notes
Share in:
OCW Authors:
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
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