Title
The Missing Piece: A Case for Pre-Training in 3D Medical Object DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Katharina Eckstein Constantin Ulrich Michael Baumgartner Jessica Kächele Dimitrios Bounias Tassilo Wald R. Floca Klaus H. Maier-Hein ViT MedIm 94 0 0 19 Sep 2025
Shape-aware Sampling Matters in the Modeling of Multi-Class Tubular Structures Minghui Zhang Yaoyu Liu Xin You Hanxiao Zhang Yun Gu 85 0 0 14 Jun 2025
Centerline Boundary Dice Loss for Vascular Segmentation Pengcheng Shi Jiesi Hu Yanwu Yang Zilve Gao Wei Liu Ting Ma 161 21 0 01 Jul 2024
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular StructuresEuropean Conference on Computer Vision (ECCV), 2024 Yannick Kirchhoff Maximilian R. Rokuss Saikat Roy Balint Kovacs Constantin Ulrich ... M. Zenk Philipp Vollmuth Jens Kleesiek Hyunjin Park Klaus Maier-Hein 3DPC 266 26 0 03 Apr 2024
ParaTransCNN: Parallelized TransCNN Encoder for Medical Image Segmentation Hongkun Sun Jing Xu Yuping Duan MedIm ViT 87 14 0 27 Jan 2024
CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention Muhammad Imran J. Krebs Veera Rajasekhar Reddy Gopu B. Fazzone Vishal Balaji Sivaraman ... R. Heithaus B. Shickel Yuyin Zhou M. Cooper Wei Shao 170 13 0 23 Jan 2024
SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma Xiangde Luo Jia Fu Yunxin Zhong Shuolin Liu Bing Han ... Mu Zhou Shichuan Zhang Wenjun Liao Guotai Wang Shaoting Zhang 196 39 0 15 Dec 2023
The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT N. Heller Hyunjin Park D. Trofimova R. Tejpaul Zhongchen Zhao ... Susan Austin M. Austin S. Regmi Nikolaos Papanikolopoulos C. Weight 212 114 0 05 Jul 2023
MONAI: An open-source framework for deep learning in healthcare M. Jorge Cardoso Wenqi Li Richard Brown Nic Ma E. Kerfoot ... Klaus H. Maier-Hein S. Aylward Prerna Dogra Sebastien Ourselin Andrew Feng 297 710 0 04 Nov 2022
ImageTBAD: A 3D Computed Tomography Angiography Image Dataset for Automatic Segmentation of Type-B Aortic DissectionFrontiers in Physiology (Front. Physiol.), 2021 Zeyang Yao Jiawei Zhang Hailong Qiu Tianchen Wang Yiyu Shi Zhuang Jian Yuhao Dong Meiping Huang Xiaowei Xu 179 42 0 01 Sep 2021
The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 Challenge N. Heller Hyunjin Park Klaus H. Maier-Hein X. Hou Chunmei Xie ... S. Peterson A. Kalapara N. Sathianathen Nikolaos Papanikolopoulos C. Weight 233 544 0 02 Dec 2019
Methods and open-source toolkit for analyzing and visualizing challenge resultsScientific Reports (Sci Rep), 2019 Manuel Wiesenfarth Annika Reinke Bennett A. Landman M. Jorge Cardoso Lena Maier-Hein A. Kopp-Schneider 139 109 0 11 Oct 2019
The KiTS19 Challenge Data: 300 Kidney Tumor Cases with Clinical Context, CT Semantic Segmentations, and Surgical Outcomes N. Heller N. Sathianathen A. Kalapara E. Walczak K. Moore ... M. Peterson Shaneabbas Raza S. Regmi Nikolaos Papanikolopoulos C. Weight 237 451 0 31 Mar 2019
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge Spyridon Bakas M. Reyes Andras Jakab Stefan Bauer Markus Rempfler ... Jayashree Kalpathy-Cramer Keyvan Farahani Christos Davatzikos Koen van Leemput Bjoern Menze 415 1,834 0 05 Nov 2018
Automatic Segmentation of Thoracic Aorta Segments in Low-Dose Chest CT Julia M. H. Noothout B. D. de Vos J. Wolterink Ivana Isgum 85 42 0 09 Oct 2018