35 citations · 56 across the 7 of their papers we have counts for
3 papers · 1 filter
The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT
Nicholas Heller, Fabian Isensee, Dasha Trofimova +42
This paper presents the challenge report for the 2021 Kidney and Kidney Tumor Segmentation Challenge (KiTS21) held in conjunction with the 2021 international conference on Medical…
Learning multiple non-mutually-exclusive tasks for improved classification of inherently ordered labels
Vadim Ratner, Yoel Shoshan, Tal Kachman
Medical image classification involves thresholding of labels that represent malignancy risk levels. Usually, a task defines a single threshold, and when developing computer-aided d…
AdapterNet - learning input transformation for domain adaptation
Alon Hazan, Yoel Shoshan, Daniel Khapun +2
Deep neural networks have demonstrated impressive performance in various machine learning tasks. However, they are notoriously sensitive to changes in data distribution. Often, eve…