Medical image understanding technology: artificial intelligence and soft computing for image understanding
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin ; Heidelberg ; New York ; Hong Kong ; London ; Milano ; Paris ; Tokyo
Springer
2004
|
| Schriftenreihe: | Studies in fuzziness and soft computing
156 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturverz. S. 145 - 149 |
| Beschreibung: | VII, 156 S. Ill., graph. Darst. 24 cm |
| ISBN: | 3540219854 |
Internformat
MARC
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| 245 | 1 | 0 | |a Medical image understanding technology |b artificial intelligence and soft computing for image understanding |c Ryszard Tadeusiewicz ; Marek R. Ogiela |
| 264 | 1 | |a Berlin ; Heidelberg ; New York ; Hong Kong ; London ; Milano ; Paris ; Tokyo |b Springer |c 2004 | |
| 300 | |a VII, 156 S. |b Ill., graph. Darst. |c 24 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Studies in fuzziness and soft computing |v 156 | |
| 500 | |a Literaturverz. S. 145 - 149 | ||
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Künstliche Intelligenz | |
| 650 | 4 | |a Artificial Intelligence | |
| 650 | 4 | |a Artificial intelligence |x Medical applications | |
| 650 | 4 | |a Diagnostic imaging |x Data processing | |
| 650 | 4 | |a Image Interpretation, Computer-Assisted | |
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Datensatz im Suchindex
| _version_ | 1804133133444972544 |
|---|---|
| adam_text | Contents
Introduction 1
1. What is Image Understanding Technology and why
do we need it? 7
1.1 Methods of Medical Image Acquisition 7
1.2. Analysis and interpretation of medical images 14
1.3. What new values can add to this scheme automatic
understanding ? 16
1.4. Areas of applications for the automatic understanding
of images 19
1.4.1. T formed area of applications for the automatic
understanding of medical images 19
1.4.2. The Automatic understanding of medical images as a tool
for the preliminary classification of imaging screening data 21
1.4.3. Automatic understanding in difficult medical problems 29
1.4.4. Automatic understanding of images as a tool for semantic
searching in data bases and successful web crawling 39
2. A General Description of the Fundamental Ideas Behind
Automatic Image Understanding 49
2.1. Fundamental assumptions 49
2.2. What does image understanding mean? 52
2.3. Linguistic description of images 56
2.4. The use of graph grammar to cognitive resonance 60
VI Contents
3. Formal Bases for the Semantic Approach to Medical Image
Processing Leading to Image Understanding Technology 63
3.1 Fundamentals of syntactic pattern recognition methods 63
3.1.1 Definitions and basic formalisms associated with syntactic
pattern recognition methods 63
3.1.2 Principles of syntax analysers operation 71
3.2 Characteristic features and advantages of structural approaches
to medical image semantic analysis 76
4. Examples of Structural Pattern Analysis and Medical Image
Understanding Application to Medical Diagnosis 81
4.1. Introduction 81
4.2. Pre processing Methods Designed to Process Selected
Medical Images 84
4.2.1. A Need to Apply Medical Data Pre processing 84
4.2.2. Recommended Stages of Medical Data Pre processing 86
4.2.3. Segmentation and Filtering of Images 87
4.2.4. Skeletonisation of the Analysed Anatomical Structures 91
4.2.5. Analysis of Skeleton Ramifications 92
4.2.6. Smoothing skeletons of the analysed anatomical structures...96
4.2.7. Transformation Straightening the External Contours of
Analysed Objects 97
4.2.8. Straightening Transformation Algorithm 99
4.2.9. Basic Advantages of the Proposed Pre processing
Method 104
4.3. Making Lexical Elements for the Syntactic Descriptions of
Examined structures 105
4.4. Structural Analysis of Coronary Vessels 108
4.4.1 Syntactic Analysis and Diagnosing Coronary Artery
Stenoses 109
4.4.2 Recognition Results Obtained with the Use of
Context free Grammar Ill
4.4.3 Conclusion 115
4.5. Structural Analysis and Understanding of Lesions in Urinary
Tract 116
4.5.1 Diagnosing Stenosis of the Ureter Lumen 117
4.5.2 Application of Graph Grammar in the Analysis of Renal
Pelvis Shape 118
4.6. Syntactic Methods Supporting the Diagnosis of Pancreatitis
and Pancreas Neoplasm 122
4.6.1 Context free Grammar in the Analysis of Shapes
of Pancreatic Ducts 124
Contents VII
4.6.2 Languages of Shape Feature Description in the Analysis
of Pancreatic Duct Morphology 126
4.6.3 Results of Syntactic Method Analysis of Pancreatic Ducts... 128
4.7. Analyses of MR images of spinal cord 131
4.8. Results 134
4.9. Conclusions 135
5. The application of the Image Understanding Technology to
Semantic Organisation and Content Based Searching
in Multimedia Medical Data Bases 141
6. Strengths and Weaknesses of the Image Understanding
Technology Compared to Previously Known Approaches 147
References 151
|
| any_adam_object | 1 |
| author | Tadeusiewicz, Ryszard 1947- Ogiela, Marek R. 1968- |
| author_GND | (DE-588)129089303 (DE-588)1043005986 |
| author_facet | Tadeusiewicz, Ryszard 1947- Ogiela, Marek R. 1968- |
| author_role | aut aut |
| author_sort | Tadeusiewicz, Ryszard 1947- |
| author_variant | r t rt m r o mr mro |
| building | Verbundindex |
| bvnumber | BV019689005 |
| callnumber-first | R - Medicine |
| callnumber-label | RC78 |
| callnumber-raw | RC78.7.D53 |
| callnumber-search | RC78.7.D53 |
| callnumber-sort | RC 278.7 D53 |
| callnumber-subject | RC - Internal Medicine |
| ctrlnum | (OCoLC)55514608 (DE-599)BVBBV019689005 |
| dewey-full | 616.07/54/0285 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 616 - Diseases |
| dewey-raw | 616.07/54/0285 |
| dewey-search | 616.07/54/0285 |
| dewey-sort | 3616.07 254 3285 |
| dewey-tens | 610 - Medicine and health |
| discipline | Informatik Medizin |
| format | Book |
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| indexdate | 2024-07-09T20:03:52Z |
| institution | BVB |
| isbn | 3540219854 |
| language | English |
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| physical | VII, 156 S. Ill., graph. Darst. 24 cm |
| publishDate | 2004 |
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| publisher | Springer |
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| series | Studies in fuzziness and soft computing |
| series2 | Studies in fuzziness and soft computing |
| spelling | Tadeusiewicz, Ryszard 1947- Verfasser (DE-588)129089303 aut Medical image understanding technology artificial intelligence and soft computing for image understanding Ryszard Tadeusiewicz ; Marek R. Ogiela Berlin ; Heidelberg ; New York ; Hong Kong ; London ; Milano ; Paris ; Tokyo Springer 2004 VII, 156 S. Ill., graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Studies in fuzziness and soft computing 156 Literaturverz. S. 145 - 149 Datenverarbeitung Künstliche Intelligenz Artificial Intelligence Artificial intelligence Medical applications Diagnostic imaging Data processing Image Interpretation, Computer-Assisted Bildgebendes Verfahren (DE-588)4006617-4 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Bildverstehen (DE-588)4202022-0 gnd rswk-swf Content Management (DE-588)4673954-3 gnd rswk-swf Vorverarbeitung (DE-588)4403014-9 gnd rswk-swf Bildbanksystem (DE-588)4145396-7 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 DE-604 Ogiela, Marek R. 1968- Verfasser (DE-588)1043005986 aut Studies in fuzziness and soft computing 156 (DE-604)BV021858135 156 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013016852&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Tadeusiewicz, Ryszard 1947- Ogiela, Marek R. 1968- Medical image understanding technology artificial intelligence and soft computing for image understanding Studies in fuzziness and soft computing Datenverarbeitung Künstliche Intelligenz Artificial Intelligence Artificial intelligence Medical applications Diagnostic imaging Data processing Image Interpretation, Computer-Assisted Bildgebendes Verfahren (DE-588)4006617-4 gnd Mustererkennung (DE-588)4040936-3 gnd Bildverstehen (DE-588)4202022-0 gnd Content Management (DE-588)4673954-3 gnd Vorverarbeitung (DE-588)4403014-9 gnd Bildbanksystem (DE-588)4145396-7 gnd |
| subject_GND | (DE-588)4006617-4 (DE-588)4040936-3 (DE-588)4202022-0 (DE-588)4673954-3 (DE-588)4403014-9 (DE-588)4145396-7 |
| 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 Ryszard Tadeusiewicz ; Marek R. Ogiela |
| title_fullStr | Medical image understanding technology artificial intelligence and soft computing for image understanding Ryszard Tadeusiewicz ; Marek R. Ogiela |
| title_full_unstemmed | Medical image understanding technology artificial intelligence and soft computing for image understanding 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 | Datenverarbeitung Künstliche Intelligenz Artificial Intelligence Artificial intelligence Medical applications Diagnostic imaging Data processing Image Interpretation, Computer-Assisted Bildgebendes Verfahren (DE-588)4006617-4 gnd Mustererkennung (DE-588)4040936-3 gnd Bildverstehen (DE-588)4202022-0 gnd Content Management (DE-588)4673954-3 gnd Vorverarbeitung (DE-588)4403014-9 gnd Bildbanksystem (DE-588)4145396-7 gnd |
| topic_facet | Datenverarbeitung Künstliche Intelligenz Artificial Intelligence Artificial intelligence Medical applications Diagnostic imaging Data processing Image Interpretation, Computer-Assisted Bildgebendes Verfahren Mustererkennung Bildverstehen Content Management Vorverarbeitung Bildbanksystem |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013016852&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV021858135 |
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