Figure - PMC

Skip to main content

An official website of the United States government

Here's how you know

Here's how you know

Official websites use .gov
A .gov website belongs to an official government organization in the United States.

Secure .gov websites use HTTPS
A lock ( ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.

View full-text article in PMC

. 2021 Jan 2;57(1):155–163. doi: 10.1002/uog.23530

Search in PMC
Search in PubMed
View in NLM Catalog
Add to search

© 2020 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.

This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.

PMC Copyright notice

UOG-23530-FIG-0001-b — Diagnostic performance for distinguishing between benign and malignant ovarian tumors of deep‐learning models VGG16 (), ResNet50 (), MobileNet () and ensemble of the three models (Ovry‐Dx1 in (a) and Ovry‐Dx2 in (b); ()), in all patients in test set (a) and when excluding cases with predicted probability of malignancy between 0.4 and 0.6, corresponding to high uncertainty (b). Percentage of cases excluded was 10.7% for VGG16, 22.7% for ResNet50, 14.0% for MobileNet and 12.7% for Ovry‐Dx2. AUC, area under receiver‐operating‐characteristics curve.

Inline graphic — Diagnostic performance for distinguishing between benign and malignant ovarian tumors of deep‐learning models VGG16 (), ResNet50 (), MobileNet () and ensemble of the three models (Ovry‐Dx1 in (a) and Ovry‐Dx2 in (b); ()), in all patients in test set (a) and when excluding cases with predicted probability of malignancy between 0.4 and 0.6, corresponding to high uncertainty (b). Percentage of cases excluded was 10.7% for VGG16, 22.7% for ResNet50, 14.0% for MobileNet and 12.7% for Ovry‐Dx2. AUC, area under receiver‐operating‐characteristics curve.