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Andrè, M.; Galperin, M.; Contro, G.; Omid, N.; Olson, L.; Comstock, C.; Richman, K.; O’Boyle, M.
Acoustical ImagingBook Chapter
We developed a sophisticated computer-aided diagnostic system optimized to the specific application of standardizing interpretation of diagnostic breast ultrasound. The implemented Computer-Aided Diagnostic tool was evaluated on a database of 332 cases with findings known (“truth”) via biopsy or two-year benign follow up. These same cases were interpreted by a group of four experienced radiologists. Performance of the developed CAD was measured as Sensitivity, Specificity, PPV, NPV and ROC Area (AZ). For the CAIS AZ=0.96, which exceeded the performance of four expert radiologists (average AZ=0.86). AZ for the radiologists was not significantly different (0.86, 0.85, 0.87, 0.86 ± 0.03). Statistical Power for the study was 93%. The excellent performance of CAIS appears to justify further evaluation in a clinical setting to determine its impact on decision making
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Leto | Faktor vpliva | Izdaja | Kategorija | Razvrstitev | ||||
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
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Povezave do osebnih bibliografij avtorjev | Povezave do podatkov o raziskovalcih v sistemu SICRIS |
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Vir: Osebne bibliografije
in: SICRIS
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