Causal Representation of Patient Illness for Electrolyte and Acid-base Diagnosis
Much of the medical knowledge in the first generation Al in Medicine programs is phenomenological; that is, it describes the associations among phenomena without knowledge of the underlying causal mechanisms. Although these AIM programs provide a good first approximation to the way clinicians reaso...
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| Published: |
2023
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| Online Access: | https://hdl.handle.net/1721.1/149545 |
| _version_ | 1810981366163046400 |
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| author | Patil, Ramesh S. |
| author2 | Szolovits, Peter |
| author_facet | Szolovits, Peter Patil, Ramesh S. |
| author_sort | Patil, Ramesh S. |
| collection | MIT |
| description | Much of the medical knowledge in the first generation Al in Medicine programs is phenomenological; that is, it describes the associations among phenomena without knowledge of the underlying causal mechanisms. Although these AIM programs provide a good first approximation to the way clinicians reason, they fail to produce clinicians reasoning based on a deaper understanding of the phenomens. |
| first_indexed | 2024-09-23T10:13:36Z |
| id | mit-1721.1/149545 |
| institution | Massachusetts Institute of Technology |
| last_indexed | 2024-09-23T10:13:36Z |
| publishDate | 2023 |
| record_format | dspace |
| spelling | mit-1721.1/1495452023-03-30T04:03:41Z Causal Representation of Patient Illness for Electrolyte and Acid-base Diagnosis Patil, Ramesh S. Szolovits, Peter Much of the medical knowledge in the first generation Al in Medicine programs is phenomenological; that is, it describes the associations among phenomena without knowledge of the underlying causal mechanisms. Although these AIM programs provide a good first approximation to the way clinicians reason, they fail to produce clinicians reasoning based on a deaper understanding of the phenomens. 2023-03-29T15:05:47Z 2023-03-29T15:05:47Z 1981-10 https://hdl.handle.net/1721.1/149545 8097035 MIT-LCS-TR-267 application/pdf |
| spellingShingle | Patil, Ramesh S. Causal Representation of Patient Illness for Electrolyte and Acid-base Diagnosis |
| title | Causal Representation of Patient Illness for Electrolyte and Acid-base Diagnosis |
| title_full | Causal Representation of Patient Illness for Electrolyte and Acid-base Diagnosis |
| title_fullStr | Causal Representation of Patient Illness for Electrolyte and Acid-base Diagnosis |
| title_full_unstemmed | Causal Representation of Patient Illness for Electrolyte and Acid-base Diagnosis |
| title_short | Causal Representation of Patient Illness for Electrolyte and Acid-base Diagnosis |
| title_sort | causal representation of patient illness for electrolyte and acid base diagnosis |
| url | https://hdl.handle.net/1721.1/149545 |
| work_keys_str_mv | AT patilrameshs causalrepresentationofpatientillnessforelectrolyteandacidbasediagnosis |