Major Approaches to Medical Diagnosis and their Drawbacks
The ability to reason within a dynamical environment is of a crucial importance in Artificial Intelligence. Medical diagnosis is a dynamic and very complex field which needs special attention Our quest is for a system for medical diagnosis, that could model its search space efficiently and dynamical...
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| Format: | Article |
| Language: | English |
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Universitatea Dunarea de Jos
2009-12-01
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| Series: | Analele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică |
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| Online Access: | http://www.ann.ugal.ro/eeai/archives/2009/Lucrare-1-SMunteanu-p5-11.pdf |
| _version_ | 1819072417576779776 |
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| author | Sabina MUNTEANU |
| author_facet | Sabina MUNTEANU |
| author_sort | Sabina MUNTEANU |
| collection | DOAJ |
| description | The ability to reason within a dynamical environment is of a crucial importance in Artificial Intelligence. Medical diagnosis is a dynamic and very complex field which needs special attention Our quest is for a system for medical diagnosis, that could model its search space efficiently and dynamically, while confronted with sequential tests. We present below some of the major approaches from literature, with their drawbacks, and conclude that a combinative hybridization of a certain type would be useful to overcome the failures. |
| first_indexed | 2024-12-21T17:37:24Z |
| format | Article |
| id | doaj.art-905134691bea4c138e6de57ecc626f8b |
| institution | Directory Open Access Journal |
| issn | 1221-454X |
| language | English |
| last_indexed | 2024-12-21T17:37:24Z |
| publishDate | 2009-12-01 |
| publisher | Universitatea Dunarea de Jos |
| record_format | Article |
| series | Analele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică |
| spelling | doaj.art-905134691bea4c138e6de57ecc626f8b2022-12-21T18:55:43ZengUniversitatea Dunarea de JosAnalele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică1221-454X2009-12-01322511Major Approaches to Medical Diagnosis and their DrawbacksSabina MUNTEANUThe ability to reason within a dynamical environment is of a crucial importance in Artificial Intelligence. Medical diagnosis is a dynamic and very complex field which needs special attention Our quest is for a system for medical diagnosis, that could model its search space efficiently and dynamically, while confronted with sequential tests. We present below some of the major approaches from literature, with their drawbacks, and conclude that a combinative hybridization of a certain type would be useful to overcome the failures.http://www.ann.ugal.ro/eeai/archives/2009/Lucrare-1-SMunteanu-p5-11.pdfclinical decision makinghybrid intelligent systemssymbolic reasoningmodel-based diagnosis |
| spellingShingle | Sabina MUNTEANU Major Approaches to Medical Diagnosis and their Drawbacks Analele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică clinical decision making hybrid intelligent systems symbolic reasoning model-based diagnosis |
| title | Major Approaches to Medical Diagnosis and their Drawbacks |
| title_full | Major Approaches to Medical Diagnosis and their Drawbacks |
| title_fullStr | Major Approaches to Medical Diagnosis and their Drawbacks |
| title_full_unstemmed | Major Approaches to Medical Diagnosis and their Drawbacks |
| title_short | Major Approaches to Medical Diagnosis and their Drawbacks |
| title_sort | major approaches to medical diagnosis and their drawbacks |
| topic | clinical decision making hybrid intelligent systems symbolic reasoning model-based diagnosis |
| url | http://www.ann.ugal.ro/eeai/archives/2009/Lucrare-1-SMunteanu-p5-11.pdf |
| work_keys_str_mv | AT sabinamunteanu majorapproachestomedicaldiagnosisandtheirdrawbacks |