Title
GELU Activation Function in Deep Learning: A Comprehensive Mathematical Analysis and Performance Minhyeok Lee 21 29 0 20 May 2023
DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images A. Diaz-Pinto P. Mehta Sachidanand Alle Muhammad Asad Richard Brown ... Tom Kamiel Magda Vercauteren Andrew Feng Abood Quraini Sebastien Ourselin M. Jorge Cardoso MedIm 27 19 0 18 May 2023
PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering Xiaoman Zhang Chaoyi Wu Ziheng Zhao Weixiong Lin Ya Zhang Yanfeng Wang Weidi Xie LM&MA 42 153 0 17 May 2023
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks Chongyu Qu Tiezheng Zhang Hualin Qiao Jie Liu Yucheng Tang Alan Yuille Zongwei Zhou 36 37 0 16 May 2023
Black-box Source-free Domain Adaptation via Two-stage Knowledge Distillation Shuai Wang Daoan Zhang Zipei Yan Shitong Shao Ruizhen Li 25 2 0 13 May 2023
Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation Hugo Oliveira P. H. T. Gama Isabelle Bloch R. M. C. Junior 22 9 0 11 May 2023
Duke Spleen Data Set: A Publicly Available Spleen MRI and CT dataset for Training Segmentation Yuqi Wang Jacob A. Macdonald Katelyn R Morgan Danielle Hom Sarah Cubberley Kassi Sollace Nicole Casasanto Islam H. Zaki Kyle J. Lafata Mustafa R. Bashir 16 1 0 09 May 2023
AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation Jiacheng Lin Jiajun Chen Kailun Yang Alina Roitberg Siyu Li Zhiyong Li Shutao Li 36 16 0 07 May 2023
Expectation Maximization Pseudo Labels Moucheng Xu Yukun Zhou Chen Jin M. Groot Daniel C. Alexander N. Oxtoby Yipeng Hu Joseph Jacob 68 2 0 02 May 2023
COSST: Multi-organ Segmentation with Partially Labeled Datasets Using Comprehensive Supervisions and Self-training Han Liu Zhoubing Xu Riqiang Gao Hao Li Jiadong Wang G. Chabin I. Oguz Sasa Grbic 38 17 0 27 Apr 2023
Mixing Data Augmentation with Preserving Foreground Regions in Medical Image Segmentation Xiaoqing Liu Kenji Ono Ryoma Bise 28 4 0 26 Apr 2023
Segment Anything in Medical Images Jun Ma Yuting He Feifei Li Li-Jun Han Chenyu You Bo Wang MedIm VLM 46 453 0 24 Apr 2023
Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications Francesco Cremonesi Marc Vesin Sergen Cansiz Yannick Bouillard Irene Balelli ... B. Houis R. Modzelewski O. Humbert Melek Önen Marco Lorenzi FedML OOD 103 11 0 24 Apr 2023
Med-Tuning: A New Parameter-Efficient Tuning Framework for Medical Volumetric Segmentation Jiachen Shen Wenxuan Wang Chen Chen Jianbo Jiao Jing Liu Yan Zhang Shanshan Song Jiangyun Li 43 1 0 21 Apr 2023
Computer-Vision Benchmark Segment-Anything Model (SAM) in Medical Images: Accuracy in 12 Datasets Sheng He Rina Bao Jingpeng Li J. Stout A. Bjørnerud P. E. Grant Yangming Ou VLM 34 69 0 18 Apr 2023
STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-training Ziyan Huang Hao Wang Zhongying Deng Jin Ye Yanzhou Su ... Junjun He Yun Gu Lixu Gu Shaoting Zhang Yu Qiao 21 74 0 13 Apr 2023
SAM Struggles in Concealed Scenes -- Empirical Study on "Segment Anything" Ge-Peng Ji Deng-Ping Fan Peng Xu Ming-Ming Cheng Bowen Zhou Luc Van Gool 31 96 0 12 Apr 2023
Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guide Diedre Carmo G. Pinheiro Lívia Rodrigues Thays Abreu R. Lotufo Letícia Rittner OOD 40 4 0 12 Apr 2023
Localise to segment: crop to improve organ at risk segmentation accuracy Abraham George Smith Denis Kutnár I. Vogelius S. Darkner Jens Petersen SSeg 25 2 0 10 Apr 2023
UniSeg: A Prompt-driven Universal Segmentation Model as well as A Strong Representation Learner Yiwen Ye Yutong Xie Jianpeng Zhang Ziyang Chen Yong-quan Xia SSL 33 40 0 07 Apr 2023
FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation A. Celaya B. Rivière David T. Fuentes 16 4 0 05 Apr 2023
U-Netmer: U-Net meets Transformer for medical image segmentation Sheng He Rina Bao P. E. Grant Yangming Ou ViT MedIm 25 13 0 03 Apr 2023
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization Mingze Yuan Yingda Xia Hexin Dong Zi Chen Jiawen Yao ... Bin Dong Jing Zhou Le Lu Ling Zhang Li Zhang OOD MedIm 21 21 0 01 Apr 2023
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation Julio Silva-Rodríguez Jose Dolz Ismail Ben Ayed 66 13 0 29 Mar 2023
Label-Free Liver Tumor Segmentation Qixing Hu Yixiong Chen Junfei Xiao Shuwen Sun Jieneng Chen Alan Yuille Zongwei Zhou VLM 30 57 0 27 Mar 2023
MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation Constantin Ulrich Fabian Isensee Tassilo Wald M. Zenk Michael Baumgartner Klaus H. Maier-Hein 29 37 0 25 Mar 2023
Optimizing the Procedure of CT Segmentation Labeling Yaroslav Zharov T. Baumbach Vincent Heuveline 27 0 0 24 Mar 2023
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Yi-Mou Lin Xiaori Fang Dong-Ming Zhang Kwang-Ting Cheng Hao Chen MedIm 26 3 0 23 Mar 2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny Lo AI4MH LM&MA 42 127 0 21 Mar 2023
Convolutions, Transformers, and their Ensembles for the Segmentation of Organs at Risk in Radiation Treatment of Cervical Cancer Vangelis Kostoulas Peter A. N. Bosman Tanja Alderliesten UQCV 28 1 0 20 Mar 2023
Feature Alignment and Uniformity for Test Time Adaptation Shuai Wang Daoan Zhang Zipei Yan Jiang Zhang Ruizhen Li TTA OOD 32 42 0 20 Mar 2023
HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation Zhaohu Xing Lei Zhu Lequan Yu Zhiheng Xing Liang Wan 33 8 0 18 Mar 2023
Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation Zhaohu Xing Liang Wan Huazhu Fu Guang Yang Lei Zhu MedIm 8 48 0 18 Mar 2023
Exploring Weakly Supervised Semantic Segmentation Ensembles for Medical Imaging Systems Erik Ostrowski B. Prabakaran Muhammad Shafique 19 0 0 14 Mar 2023
ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical Images B. Prabakaran Erik Ostrowski Muhammad Shafique 13 1 0 14 Mar 2023
Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging Zdravko Marinov Simon Reiß D. Kersting Jens Kleesiek Rainer Stiefelhagen 31 12 0 13 Mar 2023
Token Sparsification for Faster Medical Image Segmentation Lei Zhou Huidong Liu Joseph Bae Junjun He Dimitris Samaras Prateek Prasanna MedIm 30 3 0 11 Mar 2023
Scaling Up 3D Kernels with Bayesian Frequency Re-parameterization for Medical Image Segmentation Ho Hin Lee Quan Liu Shunxing Bao Qi Yang Xin Yu L. Cai Thomas Z. Li Yuankai Huo X. Koutsoukos Bennett A. Landman 25 13 0 10 Mar 2023
Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation Minghui Zhang Yang Wu Hanxiao Zhang Yulei Qin Hao Zheng ... Raúl San José Estépar C. Espinosa Jiayuan Sun Guang-Zhong Yang Yun Gu 15 12 0 10 Mar 2023
Bootstrap The Original Latent: Learning a Private Model from a Black-box Model Shuai Wang Daoan Zhang Jiang Zhang Weiwei Zhang Ruizhen Li FedML 32 0 0 07 Mar 2023
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data I. Díaz Mario Geiger Richard McKinley 3DPC 19 0 0 01 Mar 2023
Frequency Disentangled Learning for Segmentation of Midbrain Structures from Quantitative Susceptibility Mapping Data Guanghui Fu Gabriel Jimenez Sophie Loizillon Lydia Chougar Didier Dormont ... Ninon Burgos Stéphane Lehéricy Daniel Racoceanu O. Colliot the Iceberg Study Group 40 0 0 25 Feb 2023
Towards Simultaneous Segmentation of Liver Tumors and Intrahepatic Vessels via Cross-attention Mechanism Haopeng Kuang Dingkang Yang Shunli Wang Xiaoying Wang Lihua Zhang MedIm 35 11 0 20 Feb 2023
Constrained Empirical Risk Minimization: Theory and Practice Eric Marcus Ray Sheombarsing J. Sonke Jonas Teuwen 15 1 0 09 Feb 2023
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation Yuhui Zhang Shihua Huang Zhengping Zhou M. Lungren Serena Yeung ViT MedIm 13 8 0 08 Feb 2023
Multi-Modal Evaluation Approach for Medical Image Segmentation Seyed Mohammad Reza Modaresi A. Osmani Mohammadreza Razzazi A. Chibani 65 1 0 08 Feb 2023
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation A. Celaya B. Rivière David T. Fuentes MedIm 28 8 0 08 Feb 2023
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images Gary Y. Li Junyu Chen Se-In Jang Kuang Gong Quanzheng Li ViT MedIm 46 14 0 08 Feb 2023
How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts? Fredrik K. Gustafsson Martin Danelljan Thomas B. Schon OOD UQCV 44 12 0 07 Feb 2023
Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata John Kalkhof Camila González Anirban Mukhopadhyay 17 15 0 07 Feb 2023