List of contributors ............................................ x
1 Medical image perception ..................................... 1
EHSAN SAMEI AND ELIZABETH KRUPINSKI
Part I. Historical reflections and theoretical foundations ...... 7
2 A short history of image perception in medical radiology ..... 9
HAROLD KUNDEL AND CALVIN NODINE
3 Spatial vision research without noise ....................... 21
ARTHUR BURGESS
4 Signal detection theory - a brief history ................... 26
ARTHUR BURGESS
5 Signal detection in radiology ............................... 47
ARTHUR BURGESS
6 Lessons from dinners with the giants of modern image
science ..................................................... 73
ROBERT WAGNER
Part II. Science of image perception ........................... 79
7 Perceptual factors in reading medical images ................ 81
ELIZABETH KRUPINSKI
8 Cognitive factors in reading medical images ................. 91
DAVID MANNING
9 Satisfaction of search in traditional radiographic
imaging .................................................... 107
KEVIN BERBAUM, EDMUND FRANKEN, ROBERT CALDWELL, AND KEVIN
SCHARTZ
10 The role of expertise in radiologic image interpretation ... 139
CALVIN NODINE AND CLAUDIA MELLO-THOMS
11 Image quality and its perceptual relevance ................. 157
ROBERT SAUNDERS AND EHSAN SAMEI
12 Beyond the limitations of the human visual system .......... 165
MARIA PETROU
Part III. Perception metrology ................................ 175
13 Logistical issues in designing perception experiments ...... 177
EHSAN SAMEI AND XIANG LI
14 Receiver operating characteristic analysis: basic
concepts and practical applications ........................ 187
GEORGIA TOURASSI
15 Multireader ROC analysis ................................... 204
STEPHEN HILL1S
16 Recent developments in FROC methodology .................... 216
DEV CHAKRABORTY
17 Observer models as a surrogate to perception experiments ... 240
CRAIG K. ABBEY AND MIGUEL P. ECKSTEIN
18 Implementation of observer models .......................... 251
MATTHEW KUPINSKI
Part IV. Decision support and computer aided detection ........ 259
19 CAD: an image perception perspective ....................... 261
MARYELLEN GIGER AND WEIJIE CHEN
20 Common designs of CAD studies .............................. 276
YULEI JIANG
21 Perceptual effect of CAD in reading chest radiographs ...... 290
MATTHEW FREEDMAN AND TERESA OSICKA
22 Perceptual issues in mammography and CAD ................... 304
MICHAEL J. ULISSEY
23 How perceptual factors affect the use and accuracy of CAD
for interpretation of CT images ............................ 311
RONALD SUMMERS
24 CAD: risks and benefits for radiologists' decisions ........ 320
EUGENIO ALBERDI, ANDREY POVYAKALO, LORENZO STRIGINI, AND
PETER AYTON
Part V. Optimization and practical issues ..................... 333
25 Optimization of 2D and 3D radiographic imaging systems ..... 335
JEFFREY H. SIEWERDSEN
26 Applications of AFC methodology in optimization
of CT imaging systems ...................................... 356
KENT OGDEN AND WALTER HUDA
27 Perceptual issues in reading mammograms .................... 364
MARGARITA ZULEY
28 Perceptual optimization of display processing techniques ... 380
RICHARD VANMETTER
29 Optimization of display systems ............................ 395
ELIZABETH KRUPINSKI AND HANS ROEHRIG
30 Ergonomic radiologist workspaces in the PACS environment
CARL ZYLAK ................................................. 406
Part VI. Epilogue ............................................. 411
31 Future of medical image perception
ELIZABETH KRUPINSKI AND EHSAN SAMEI ........................ 413
Index ......................................................... 417
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