Title
RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement Jiahao Huang Fanwen Wang Pedro F. Ferreira H. Zhang Yinzhe Wu ... R. Rajakulasingam Ranil De Silva D. Pennell Guang Yang S. Nielles-Vallespin DiffM MedIm 43 0 0 25 Apr 2025
MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks Lotfi Abdelkrim Mecharbat Alberto Marchisio Muhammad Shafique M. Ghassemi Tuka Alhanai 84 0 0 11 Feb 2025
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends Jiaxin Mei Tao Zhou Kaiwen Huang Yizhe Zhang Yi Zhou Ye Wu Huazhu Fu 153 12 0 20 Jan 2025
Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing Runpu Wei Zijin Yin Kongming Liang Min Min C. Pan Gang Yu Haonan Huang Yan Liu Z. Ma 25 0 0 22 Oct 2024
LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction Hengyu Liu Yifan Liu Chenxin Li W. J. Li Yixuan Yuan 3DGS 71 20 0 23 Jun 2024
SimSAM: Zero-shot Medical Image Segmentation via Simulated Interaction Benjamin Towle Xin Chen Ke Zhou MedIm 37 1 0 02 Jun 2024
REAL-Colon: A dataset for developing real-world AI applications in colonoscopy Carlo Biffi G. Antonelli Sebastian Bernhofer Cesare Hassan Daizen Hirata Mineo Iwatate A. Maieron Pietro Salvagnini Andrea Cherubini 28 9 0 04 Mar 2024
Bayesian uncertainty-weighted loss for improved generalisability on polyp segmentation task Rebecca S Stone P. E. Chavarrias-Solano A. Bulpitt David C. Hogg Sharib Ali UQCV 43 0 0 13 Sep 2023
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges Debesh Jha Vanshali Sharma Debapriya Banik Debayan Bhattacharya K. Roy ... Sharib Ali Michael A. Riegler P. Halvorsen Thomas de Lange Ulas Bagci 30 1 0 30 Jul 2023
TransRUPNet for Improved Polyp Segmentation Debesh Jha Nikhil Kumar Tomar Debayan Bhattacharya Ulas Bagci ViT MedIm 20 0 0 03 Jun 2023
SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis Ziang Xu J. Rittscher Sharib Ali 13 3 0 31 May 2023
Consistency Regularization for Domain Generalization with Logit Attribution Matching Han Gao Kaican Li Weiyan Xie Zhi Lin Yongxiang Huang Luning Wang Caleb Chen Cao N. Zhang 13 2 0 13 May 2023
Segment Anything in Medical Images Jun Ma Yuting He Feifei Li Li-Jun Han Chenyu You Bo Wang MedIm VLM 36 453 0 24 Apr 2023
Why is the winner the best? Matthias Eisenmann Annika Reinke V. Weru M. Tizabi Fabian Isensee ... Zixuan Zhao Klaus Maier-Hein Paul F. Jäger A. Kopp-Schneider Lena Maier-Hein 17 22 0 30 Mar 2023
EndoBoost: a plug-and-play module for false positive suppression during computer-aided polyp detection in real-world colonoscopy (with dataset) Haoran Wang Yan Zhu W. Qin Yizhe Zhang Pinghong Zhou Quanlin Li Shuo Wang Zhijian Song 27 2 0 23 Dec 2022
Biomedical image analysis competitions: The state of current participation practice Matthias Eisenmann Annika Reinke V. Weru M. Tizabi Fabian Isensee ... Baosheng Zou Klaus Maier-Hein Paul F. Jäger A. Kopp-Schneider Lena Maier-Hein 29 25 0 16 Dec 2022
Sources of performance variability in deep learning-based polyp detection T. Tran T. Adler Amine Yamlahi E. Christodoulou Patrick Godau ... M. Tizabi Peter Sauer Tillmann Persicke Jörg Gerhard Albert Lena Maier-Hein 18 12 0 17 Nov 2022
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness Adrian Galdran G. Carneiro M. A. G. Ballester OOD 21 17 0 13 Sep 2022
Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions A. Rauniyar D. Hagos Debesh Jha J. E. Haakegaard Ulas Bagci D. Rawat Vladimir Vlassov OOD 41 91 0 05 Aug 2022
Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation Birk Torpmann-Hagen Vajira Thambawita K. Glette P. Halvorsen Michael A. Riegler 19 3 0 30 May 2022
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation Gorkem Polat I. Ergenc H. Kani Y. Alahdab O. Atug A. Temi̇zel 13 26 0 09 Feb 2022
A multi-centre polyp detection and segmentation dataset for generalisability assessment Sharib Ali Debesh Jha N. Ghatwary S. Realdon R. Cannizzaro ... Andreas Petlund P. Halvorsen J. Rittscher Thomas de Lange J. East 22 83 0 08 Jun 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 206 891 0 16 Feb 2021
Robust Medical Instrument Segmentation Challenge 2019 T. Ross Annika Reinke Peter M. Full M. Wagner H. Kenngott ... Lei Zhu Manuel Wiesenfarth A. Kopp-Schneider Beat P. Müller-Stich Lena Maier-Hein 54 43 0 23 Mar 2020
Endoscopy disease detection challenge 2020 Sharib Ali N. Ghatwary B. Braden Dominique Lamarque A. Bailey S. Realdon R. Cannizzaro J. Rittscher C. Daul J. East 24 24 0 07 Mar 2020
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 195 3,529 0 20 Aug 2019
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,637 0 02 Nov 2015