Mammographic image analysis
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| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Dordrecht [u.a.]
Kluwer Academic Publ.
1999
|
| Schriftenreihe: | Computational imaging and vision
14 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
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MARC
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| 007 | t| | ||
| 008 | 990505s1999 xx ad|| |||| 00||| eng d | ||
| 020 | |a 0792356209 |9 0-7923-5620-9 | ||
| 035 | |a (OCoLC)40698408 | ||
| 035 | |a (DE-599)BVBBV012541218 | ||
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| 100 | 1 | |a Highnam, Ralph |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Mammographic image analysis |c by Ralph Highnam and Michael Brady |
| 264 | 1 | |a Dordrecht [u.a.] |b Kluwer Academic Publ. |c 1999 | |
| 300 | |a XI, 379 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Computational imaging and vision |v 14 | |
| 650 | 7 | |a Beeldverwerking |2 gtt | |
| 650 | 4 | |a Görüntü analizi | |
| 650 | 7 | |a Mammografie |2 gtt | |
| 650 | 4 | |a Meme - Kanser - Tanı | |
| 650 | 4 | |a Meme - Radyografi | |
| 650 | 4 | |a Breast Neoplasms |x radiography | |
| 650 | 4 | |a Breast |x Cancer |x Diagnosis | |
| 650 | 4 | |a Breast |x Radiography | |
| 650 | 4 | |a Image Enhancement | |
| 650 | 4 | |a Image analysis | |
| 650 | 4 | |a Mammography |x methods | |
| 650 | 4 | |a Radiographic Image Interpretation, Computer-Assisted | |
| 650 | 0 | 7 | |a Mammografie |0 (DE-588)4037274-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Bildanalyse |0 (DE-588)4145391-8 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Mammografie |0 (DE-588)4037274-1 |D s |
| 689 | 0 | 1 | |a Bildanalyse |0 (DE-588)4145391-8 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Brady, Michael |e Verfasser |4 aut | |
| 830 | 0 | |a Computational imaging and vision |v 14 |w (DE-604)BV010119097 |9 14 | |
| 856 | 4 | 2 | |m HBZ Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008516583&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-008516583 | |
Datensatz im Suchindex
| _version_ | 1819623865870974976 |
|---|---|
| adam_text | TABLE OF CONTENTS
Preface ix
1 Introduction 1
1.1 Introduction 1
1.2 Breast cancer screening 3
1.3 Basic breast anatomy, physiology and pathology 7
1.4 The image processing challenge 16
1.5 Snapshot description of the contents 22
1.6 Concluding introductory remarks 27
PART I: GENERATING hint
2 A Model of Mammogram Image Formation 31
2.1 Introduction 31
2.2 Mammographic imaging process model 31
2.3 Summary and Results: Computing h{nt 50
3 A Model of Scattered Radiation 57
3.1 Introduction 57
3.2 Anti scatter grid 58
3.3 Denning the scatter volume when the grid is not used . . 62
3.4 Defining the scatter volume when a grid is used 65
3.5 Estimate scatter function 68
3.6 Implementation 70
3.7 Summary and Results: Computing scatter 74
4 A Model of Extra Focal Radiation 77
4.1 Introduction 77
4.2 The work of Lam and Chan 79
4.3 A model of extra focal radiation 81
4.4 A model of the breast edge 81
v
vi TABLE OF CONTENTS
4.5 Estimating the extra focal constant 81
4.6 Summary and Results: Computing extra focal 86
5 Estimating the Thickness of a Compressed Breast 91
5.1 Introduction 91
5.2 What is the breast edge? 92
5.3 Using the hint representation to locate the breast edge ... 94
5.4 An appropriate roughness measure 96
5.5 An initial estimate of breast thickness 99
5.6 Summary and Results: Estimating H 99
6 Model Verification and Sensitivity 103
6.1 Introduction 103
6.2 Practical verification of modelling 103
6.3 Theoretical sensitivity analysis 107
6.4 Summary: Sensitivity 119
PART II: EXPLOITING THE hint Model
7 Image Enhancement 123
7.1 Introduction 123
7.2 Simulating light box appearance 125
7.3 Simulating different exposures 129
7.4 Correcting for unsharpness 134
7.5 Simulating a scatter free examination 135
7.6 Simulating a different x ray source 136
7.7 Summary: Image enhancement 140
8 Disease Simulation 143
8.1 Introduction 143
8.2 Cysts 144
8.3 Malignant masses 144
8.4 Curvilinear structures 148
8.5 Calcifications 148
8.6 Summary: Disease simulation 150
9 Breast Compression 151
9.1 Introduction 151
9.2 Literature survey 152
9.3 Differential compression mammography 153
9.4 Breast compression and image analysis 163
9.5 Matching between views 169
9.6 Summary: Breast compression 174
TABLE OF CONTENTS vii
10 Removing the Anti scatter Grid 175
10.1 Introduction 175
10.2 Theoretical analysis 175
10.3 Soft removal of scattered radiation 183
10.4 Summary: Removing the anti scatter grid 184
11 Calcifications 191
11.1 Introduction 191
11.2 Microcalcifications 193
11.3 Radiological assessment of microcalcifications 195
11.4 Computer aided detection and classification of microcalcifi¬
cations 198
11.5 Image filtering 206
11.6 Karssemeijer s adaptive noise estimation process 208
11.7 Blur in mammography 212
11.8 Detecting film screen shot noise 213
11.9 Improving detection schemes 216
H.lOEstimating thickness of calcifications 217
ll.lllmage analysis 220
11.12A novel detection scheme 220
11.13Summary: Calcifications 222
12 Curvilinear Structures 225
12.1 Introduction 225
12.2 The CLS detector algorithm 229
12.3 Modelling the expected CLS profile 234
12.4 From continuous to discrete 240
12.5 CLS modelling conclusions 242
12.6 Results 242
12.7 Removing the CLS 246
12.8 Summary: Curvilinear structures 250
13 Masses 251
13.1 Introduction 251
13.2 Preliminary considerations 253
13.3 A representation of salient bright regions 255
13.4 The transformation between a temporal pair 259
13.5 Constraint based region matching 265
13.6 Matching bilateral pairs 271
13.7 Locating abnormal regions 276
13.8 Summary: Masses 284
viii TABLE OF CONTENTS
PART III: FURTHER BREAST IMAGE ANALYSIS
14 Breast MRI 287
14.1 Introduction 287
14.2 Image processing systems for breast MR 295
14.3 Breast Segmentation 299
14.4 Pharmacokinetic model for breast MR image analysis . . . 301
14.5 Image registration 312
14.6 Motion from enhancement curve model errors 324
14.7 Clinical trial 329
14.8 Summary: Breast MRI 330
15 Other Modalities and Future Prospects 333
15.1 Introduction 333
15.2 Digital mammography 334
15.3 Image guided, minimally invasive breast surgery 338
15.4 Nuclear medicine 341
15.5 Ultrasound 346
15.6 Decision aids 352
15.7 Summary 355
A Receiver operating characteristic (ROC) curves 357
Bibliography 361
Index 375
|
| any_adam_object | 1 |
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| ctrlnum | (OCoLC)40698408 (DE-599)BVBBV012541218 |
| dewey-full | 618.1/907572 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 618 - Gynecology, obstetrics, pediatrics, geriatrics |
| dewey-raw | 618.1/907572 |
| dewey-search | 618.1/907572 |
| dewey-sort | 3618.1 6907572 |
| dewey-tens | 610 - Medicine and health |
| discipline | Medizin |
| format | Book |
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| id | DE-604.BV012541218 |
| illustrated | Illustrated |
| indexdate | 2024-12-23T15:06:11Z |
| institution | BVB |
| isbn | 0792356209 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-008516583 |
| oclc_num | 40698408 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR |
| owner_facet | DE-355 DE-BY-UBR |
| physical | XI, 379 S. Ill., graph. Darst. |
| publishDate | 1999 |
| publishDateSearch | 1999 |
| publishDateSort | 1999 |
| publisher | Kluwer Academic Publ. |
| record_format | marc |
| series | Computational imaging and vision |
| series2 | Computational imaging and vision |
| spellingShingle | Highnam, Ralph Brady, Michael Mammographic image analysis Computational imaging and vision Beeldverwerking gtt Görüntü analizi Mammografie gtt Meme - Kanser - Tanı Meme - Radyografi Breast Neoplasms radiography Breast Cancer Diagnosis Breast Radiography Image Enhancement Image analysis Mammography methods Radiographic Image Interpretation, Computer-Assisted Mammografie (DE-588)4037274-1 gnd Bildanalyse (DE-588)4145391-8 gnd |
| subject_GND | (DE-588)4037274-1 (DE-588)4145391-8 |
| title | Mammographic image analysis |
| title_auth | Mammographic image analysis |
| title_exact_search | Mammographic image analysis |
| title_full | Mammographic image analysis by Ralph Highnam and Michael Brady |
| title_fullStr | Mammographic image analysis by Ralph Highnam and Michael Brady |
| title_full_unstemmed | Mammographic image analysis by Ralph Highnam and Michael Brady |
| title_short | Mammographic image analysis |
| title_sort | mammographic image analysis |
| topic | Beeldverwerking gtt Görüntü analizi Mammografie gtt Meme - Kanser - Tanı Meme - Radyografi Breast Neoplasms radiography Breast Cancer Diagnosis Breast Radiography Image Enhancement Image analysis Mammography methods Radiographic Image Interpretation, Computer-Assisted Mammografie (DE-588)4037274-1 gnd Bildanalyse (DE-588)4145391-8 gnd |
| topic_facet | Beeldverwerking Görüntü analizi Mammografie Meme - Kanser - Tanı Meme - Radyografi Breast Neoplasms radiography Breast Cancer Diagnosis Breast Radiography Image Enhancement Image analysis Mammography methods Radiographic Image Interpretation, Computer-Assisted Bildanalyse |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008516583&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV010119097 |
| work_keys_str_mv | AT highnamralph mammographicimageanalysis AT bradymichael mammographicimageanalysis |