The radiology task: Bayesian theory and perception

被引：23

作者：

Donovan, T. ^{[1
]}

Manning, D. J. ^{[1
]}

机构：

[1] St Martins Coll, Sch Med Imaging Sci, Lancaster LA1 3JD, England

来源：

BRITISH JOURNAL OF RADIOLOGY | 2007年 / 80卷 / 954期

关键词：

D O I：

10.1259/bjr/98148548

中图分类号：

R8 [特种医学]; R445 [影像诊断学];

学科分类号：

1002 ; 100207 ; 1009 ;

摘要：

The use of a Bayesian framework to understand how radiologists search images for pathology is important as it formalizes, mathematically, how visual and cognitive processes control eye movements by modelling the ideal searcher against which human performance can be compared. It is important that the interpretation of medical images is understood so that new developments in the ways images are presented and the use of image processing software are matched to human abilities and limitations.

引用

页码：389 / 391

页数：3

共 16 条

[1] Preneural limitations on letter identification in central and peripheral vision [J].

Beckmann, PJ ;

Legge, GE .

JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2002, 19 (12) :2349-2362

[2] Perceptual learning through optimization of attentional weighting: Human versus optimal Bayesian learner [J].

Eckstein, MP ;

Abbey, CK ;

Pham, BT ;

Shimozaki, SS .

JOURNAL OF VISION, 2004, 4 (12) :1006-1019

[3]

Findlay J. M., 2003, ACTIVE VISION PSYCHO

[4] Functional integration and inference in the brain [J].

Friston, KJ .

PROGRESS IN NEUROBIOLOGY, 2002, 68 (02) :113-143

[5] Illusions, perception and Bayes [J].

Geisler, WS ;

Kersten, D .

NATURE NEUROSCIENCE, 2002, 5 (06) :508-510

[6] Bayesian natural selection and the evolution of perceptual systems [J].

Geisler, WS ;

Diehl, RL .

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2002, 357 (1420) :419-448

[7] Effects on orientation perception of manipulating the spatio-temporal prior probability of stimuli [J].

Guo, K ;

Nevado, A ;

Robertson, RG ;

Pulgarin, M ;

Thiele, A ;

Young, MP .

VISION RESEARCH, 2004, 44 (20) :2349-2358

[8] Eye movements in natural behavior [J].

Hayhoe, M ;

Ballard, D .

TRENDS IN COGNITIVE SCIENCES, 2005, 9 (04) :188-194

[9] Object perception as Bayesian inference [J].

Kersten, D ;

Mamassian, P ;

Yuille, A .

ANNUAL REVIEW OF PSYCHOLOGY, 2004, 55 :271-304

[10] The Bayesian brain: the role of uncertainty in neural coding and computation [J].

Knill, DC ;

Pouget, A .

TRENDS IN NEUROSCIENCES, 2004, 27 (12) :712-719

← 1 2 →