Dr. Ruud Pijnappel, PhD

Breast
6 vital steps to ensure success in breast screening
Screening for breast cancer works, but it requires a solid infrastructure, consisting of rigorous training and education, monitoring, auditing, and continuous adjustment, Dr. Ruud Pijnappel, PhD, from the Netherlands told delegates on the second day of the Total Radiology conference at Arab Health 2019.
January 29, 2019
2019 01 29 23 28 4154 Pijnappel Ruud 20190129234809
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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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