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Diagnostic performance of radiologists with and without different CAD systems for mammography

Lauria, Adele and Fantacci, Maria Evelina and Bottigli, Ubaldo and Delogu, Pasquale and Fauci, Francesco and Golosio, Bruno and Indovina, Pietro Luigi and Masala, Giovanni Luca Christian and Oliva, Piernicola and Palmiero, Rosa and Raso, Giuseppe and Stumbo, Simone and Tangaro, Sabina Sonia (2003) Diagnostic performance of radiologists with and without different CAD systems for mammography. Proceedings of SPIE , Vol. 5034 , p. 51-56. ISSN 1996-756X. Article.

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DOI: 10.1117/12.480079

Abstract

The purpose of this study is the evaluation of the variation of performance in terms of sensitivity and specificity of two radiologists with different experience in mammography, with and without the assistance of two different CAD systems. The CAD considered are SecondLookTM (CADx Medical Systems, Canada), and CALMA (Computer Assisted Library in MAmmography). The first is a commercial system, the other is the result of a research project, supported by INFN (Istituto Nazionale di Fisica Nucleare, Italy); their characteristics have already been reported in literature. To compare the results with and without these tools, a dataset composed by 70 images of patients with cancer (biopsy proven) and 120 images of healthy breasts (with a three years follow up) has been collected. All the images have been digitized and analysed by two CAD, then two radiologists with respectively 6 and 2 years of experience in mammography indipendently made their diagnosis without and with, the support of the two CAD systems. In this work sensitivity and specificity variation, the Az area under the ROC curve, are reported. The results show that the use of a CAD allows for a substantial increment in sensitivity and a less pronounced decrement in specificity. The extent of these effects depends on the experience of the readers and is comparable for the two CAD considered.

Item Type:Article
ID Code:4503
Status:Published
Refereed:Yes
Uncontrolled Keywords:Breast cancer, computer-aided detection, double reading, mammography
Subjects:Area 02 - Scienze fisiche > FIS/07 Fisica applicata (a beni culturali, ambientali, biologia e medicina)
Divisions:001 Università di Sassari > 03 Istituti > Matematica e fisica
Publisher:SPIE
ISSN:1996-756X
Deposited On:07 Sep 2010 16:13

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