Medical Image Understanding Technology: Artificial Intelligence and Soft-Computing for Image Understanding
A detailed description of a new approach to perceptual analysis and processing of medical images is given. Instead of traditional pattern recognition a new method of image analysis is presented, based on a syntactic description of the shapes selected on the image and graph-grammar parsing algorithms...
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2004
|
| Schriftenreihe: | Studies in Fuzziness and Soft Computing
156 |
| Schlagworte: | |
| Online-Zugang: | FHI01 BTU01 URL des Erstveröffentlichers |
| Zusammenfassung: | A detailed description of a new approach to perceptual analysis and processing of medical images is given. Instead of traditional pattern recognition a new method of image analysis is presented, based on a syntactic description of the shapes selected on the image and graph-grammar parsing algorithms. This method of "Image Understanding" can be found as a model of mans’ cognitive image understanding processes. The usefulness for the automatic understanding of the merit of medical images is demonstrated as well as the ability for giving useful diagnostic descriptions of the illnesses. As an application, the production of a content-based, automatically generated index for arranging and for searching medical images in multimedia medical databases is presented |
| Beschreibung: | 1 Online-Ressource (VII, 156 p. 133 illus) |
| ISBN: | 9783540409977 |
| DOI: | 10.1007/978-3-540-40997-7 |
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Datensatz im Suchindex
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| dewey-full | 616 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 616 - Diseases |
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| dewey-tens | 610 - Medicine and health |
| discipline | Medizin |
| doi_str_mv | 10.1007/978-3-540-40997-7 |
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| id | DE-604.BV045149189 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:10:03Z |
| institution | BVB |
| isbn | 9783540409977 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030538888 |
| oclc_num | 1050948090 |
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| owner_facet | DE-573 DE-634 |
| physical | 1 Online-Ressource (VII, 156 p. 133 illus) |
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| publishDate | 2004 |
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| publisher | Springer Berlin Heidelberg |
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| series2 | Studies in Fuzziness and Soft Computing |
| spelling | Medical Image Understanding Technology Artificial Intelligence and Soft-Computing for Image Understanding edited by Ryszard Tadeusiewicz, Marek R. Ogiela Berlin, Heidelberg Springer Berlin Heidelberg 2004 1 Online-Ressource (VII, 156 p. 133 illus) txt rdacontent c rdamedia cr rdacarrier Studies in Fuzziness and Soft Computing 156 A detailed description of a new approach to perceptual analysis and processing of medical images is given. Instead of traditional pattern recognition a new method of image analysis is presented, based on a syntactic description of the shapes selected on the image and graph-grammar parsing algorithms. This method of "Image Understanding" can be found as a model of mans’ cognitive image understanding processes. The usefulness for the automatic understanding of the merit of medical images is demonstrated as well as the ability for giving useful diagnostic descriptions of the illnesses. As an application, the production of a content-based, automatically generated index for arranging and for searching medical images in multimedia medical databases is presented Medicine & Public Health Internal Medicine Artificial Intelligence (incl. Robotics) Biomedical Engineering Pattern Recognition Physiological, Cellular and Medical Topics Appl.Mathematics/Computational Methods of Engineering Medicine Internal medicine Artificial intelligence Pattern recognition Biomathematics Applied mathematics Engineering mathematics Biomedical engineering Content Management (DE-588)4673954-3 gnd rswk-swf Bildbanksystem (DE-588)4145396-7 gnd rswk-swf Bildgebendes Verfahren (DE-588)4006617-4 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Vorverarbeitung (DE-588)4403014-9 gnd rswk-swf Bildverstehen (DE-588)4202022-0 gnd rswk-swf Bildgebendes Verfahren (DE-588)4006617-4 s Bildbanksystem (DE-588)4145396-7 s Vorverarbeitung (DE-588)4403014-9 s Mustererkennung (DE-588)4040936-3 s Bildverstehen (DE-588)4202022-0 s Content Management (DE-588)4673954-3 s 1\p DE-604 Tadeusiewicz, Ryszard edt Ogiela, Marek R. edt Erscheint auch als Druck-Ausgabe 9783642535789 https://doi.org/10.1007/978-3-540-40997-7 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Medical Image Understanding Technology Artificial Intelligence and Soft-Computing for Image Understanding Medicine & Public Health Internal Medicine Artificial Intelligence (incl. Robotics) Biomedical Engineering Pattern Recognition Physiological, Cellular and Medical Topics Appl.Mathematics/Computational Methods of Engineering Medicine Internal medicine Artificial intelligence Pattern recognition Biomathematics Applied mathematics Engineering mathematics Biomedical engineering Content Management (DE-588)4673954-3 gnd Bildbanksystem (DE-588)4145396-7 gnd Bildgebendes Verfahren (DE-588)4006617-4 gnd Mustererkennung (DE-588)4040936-3 gnd Vorverarbeitung (DE-588)4403014-9 gnd Bildverstehen (DE-588)4202022-0 gnd |
| subject_GND | (DE-588)4673954-3 (DE-588)4145396-7 (DE-588)4006617-4 (DE-588)4040936-3 (DE-588)4403014-9 (DE-588)4202022-0 |
| title | Medical Image Understanding Technology Artificial Intelligence and Soft-Computing for Image Understanding |
| title_auth | Medical Image Understanding Technology Artificial Intelligence and Soft-Computing for Image Understanding |
| title_exact_search | Medical Image Understanding Technology Artificial Intelligence and Soft-Computing for Image Understanding |
| title_full | Medical Image Understanding Technology Artificial Intelligence and Soft-Computing for Image Understanding edited by Ryszard Tadeusiewicz, Marek R. Ogiela |
| title_fullStr | Medical Image Understanding Technology Artificial Intelligence and Soft-Computing for Image Understanding edited by Ryszard Tadeusiewicz, Marek R. Ogiela |
| title_full_unstemmed | Medical Image Understanding Technology Artificial Intelligence and Soft-Computing for Image Understanding edited by Ryszard Tadeusiewicz, Marek R. Ogiela |
| title_short | Medical Image Understanding Technology |
| title_sort | medical image understanding technology artificial intelligence and soft computing for image understanding |
| title_sub | Artificial Intelligence and Soft-Computing for Image Understanding |
| topic | Medicine & Public Health Internal Medicine Artificial Intelligence (incl. Robotics) Biomedical Engineering Pattern Recognition Physiological, Cellular and Medical Topics Appl.Mathematics/Computational Methods of Engineering Medicine Internal medicine Artificial intelligence Pattern recognition Biomathematics Applied mathematics Engineering mathematics Biomedical engineering Content Management (DE-588)4673954-3 gnd Bildbanksystem (DE-588)4145396-7 gnd Bildgebendes Verfahren (DE-588)4006617-4 gnd Mustererkennung (DE-588)4040936-3 gnd Vorverarbeitung (DE-588)4403014-9 gnd Bildverstehen (DE-588)4202022-0 gnd |
| topic_facet | Medicine & Public Health Internal Medicine Artificial Intelligence (incl. Robotics) Biomedical Engineering Pattern Recognition Physiological, Cellular and Medical Topics Appl.Mathematics/Computational Methods of Engineering Medicine Internal medicine Artificial intelligence Pattern recognition Biomathematics Applied mathematics Engineering mathematics Biomedical engineering Content Management Bildbanksystem Bildgebendes Verfahren Mustererkennung Vorverarbeitung Bildverstehen |
| url | https://doi.org/10.1007/978-3-540-40997-7 |
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