Anne-Katrin Hennig

2015
Up close and personal: Bernd Hamm, ECR 2015 president
Skiing, sailing, and discovering Berlin are among Dr. Bernd Hamm's personal interests, but his great passion is radiology. In this profile article, he explains why he chose the profession and how his career has developed. He also speaks about the challenge of ECR 2015.
September 23, 2014
2014 09 24 09 02 09 939 2014 09 24 Hamm Bernd Hamm Thumb
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(A) Free-response receiver operating characteristic (FROC) curve for DBT-DINO and DINOv2 (Meta AI) on the detection task. DINOv2 achieved higher sensitivity than DBT-DINO across most false-positive thresholds. (B) Detection rates of DBT-DINO and DINOv2 for lesions that were ultimately found to be benign (n = 70) and lesions that were found to be cancerous (n = 66). Error bars represent 95% CIs estimated via patient-level bootstrapping with 1000 repetitions. Both models showed similar detection rates for cancerous lesions, whereas DINOv2 detected more benign lesions than DBT-DINO. (C) Example bounding box predictions for DBT-DINO and DINOv2 on the detection test set. Each image is a single two-dimensional section from a three-dimensional digital breast tomosynthesis volume; the first column shows a mediolateral oblique view, and the second and third columns show craniocaudal views. Both models struggled to detect very small lesions, such as the 3-mm-diameter lesion shown in the first column. FP = false positive.
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