Title
Federated prediction for scalable and privacy-preserved knowledge-based planning in radiotherapy Jingyun Chen David Horowitz Yading Yuan MedIm AI4CE 7 0 0 20 May 2025
HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion Segmentation Jiaming Liang Lihuan Dai Xiaoqi Sheng Xiangguang Chen Chun Yao Guihua Tao Qibin Leng Hongmin Cai Xi Zhong 32 0 0 15 May 2025
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Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Tao Huang Ickjai Lee Euijoon Ahn MedIm 26 0 0 09 May 2025
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Brain Foundation Models with Hypergraph Dynamic Adapter for Brain Disease Analysis Zhongying Deng Haoyu Wang Ziyan Huang Li Zhang Angelica I Aviles-Rivero Chaoyu Liu Junjun He Zoe Kourtzi Carola-Bibiane Schönlieb MedIm AI4CE 42 0 0 01 May 2025
Multimodal Masked Autoencoder Pre-training for 3D MRI-Based Brain Tumor Analysis with Missing Modalities Lucas Robinet Ahmad Berjaoui Elizabeth Cohen-Jonathan Moyal 26 0 0 01 May 2025
Multi-level Cellular Automata for FLIM networks Felipe C. R. Salvagnini Jancarlo F. Gomes C. A. N. Santos S. Guimarães Alexandre X. Falcão 30 0 0 15 Apr 2025
MediSee: Reasoning-based Pixel-level Perception in Medical Images Qinyue Tong Ziqian Lu Jun Liu Yangming Zheng Zheming Lu LRM 43 0 0 15 Apr 2025
Structure-Accurate Medical Image Translation based on Dynamic Frequency Balance and Knowledge Guidance Jiahua Xu Dawei Zhou Lei Hu Zaiyi Liu N. Wang Xinbo Gao MedIm 34 0 0 13 Apr 2025
Large Scale Supervised Pretraining For Traumatic Brain Injury Segmentation Constantin Ulrich Tassilo Wald Fabian Isensee Klaus H. Maier-Hein 26 0 0 09 Apr 2025
UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation Emmanuelle Bourigault A. Jamaludin Abdullah Hamdi 30 0 0 09 Apr 2025
IterMask3D: Unsupervised Anomaly Detection and Segmentation with Test-Time Iterative Mask Refinement in 3D Brain MR Ziyun Liang Xiaoqing Guo Wentian Xu Yasin Ibrahim Natalie Voets Pieter M Pretorius J. A. Noble Konstantinos Kamnitsas 29 0 0 07 Apr 2025
BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis Moinak Bhattacharya Saumya Gupta Annie Singh Chong Chen Gagandeep Singh Prateek Prasanna MedIm 31 0 0 06 Apr 2025
Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation Tianyi Ren Juampablo Heras Rivera Hitender Oswal Yutong Pan Agamdeep Chopra Jacob Ruzevick Mehmet Kurt 34 0 0 06 Apr 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing Niu Lian Jun Li Jinpeng Wang Ruisheng Luo Yaowei Wang Shu-Tao Xia Bin Chen 188 0 0 04 Apr 2025
Dynamic Importance in Diffusion U-Net for Enhanced Image Synthesis Xi Wang Ziqi He Yang Zhou 37 0 0 04 Apr 2025
Model Reveals What to Cache: Profiling-Based Feature Reuse for Video Diffusion Models Xuran Ma Yexin Liu Yaofu Liu Xianfeng Wu Mingzhe Zheng Ziyi Wang Ser-Nam Lim Harry Yang DiffM 43 0 0 04 Apr 2025
Attention Xception UNet (AXUNet): A Novel Combination of CNN and Self-Attention for Brain Tumor Segmentation Farzan Moodi Fereshteh Khodadadi Shoushtari Gelareh Valizadeh Dornaz Mazinani Hanieh Mobarak Salari Hamidreza Saligheh Rad 3DPC 102 0 0 26 Mar 2025
M2N2V2: Multi-Modal Unsupervised and Training-free Interactive Segmentation Markus Karmann Peng-Tao Jiang Bo Li O. Urfalioglu 47 0 0 20 Mar 2025
nnInteractive: Redefining 3D Promptable Segmentation Fabian Isensee Maximilian R. Rokuss Lars Krämer Stefan Dinkelacker Ashis Ravindran ... Moritz Langenberg Constantin Ulrich Jonathan Deissler R. Floca Klaus H. Maier-Hein 66 2 0 11 Mar 2025
Towards a Multimodal MRI-Based Foundation Model for Multi-Level Feature Exploration in Segmentation, Molecular Subtyping, and Grading of Glioma Somayeh Farahani Marjaneh Hejazi A. Di Ieva Emad Fatemizadeh Sidong Liu 40 0 0 10 Mar 2025
Continuous Online Adaptation Driven by User Interaction for Medical Image Segmentation Wentian Xu Ziyun Liang Harry Anthony Yasin Ibrahim Felix Cohen Guang Yang Daniel Whitehouse David Menon Virginia Newcombe Konstantinos Kamnitsas OOD 51 0 0 09 Mar 2025
Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor Segmentation Zhenxuan Zhang Hongjie Wu Jiahao Huang Baihong Xie Zhifan Gao Junxian Du Pete Lally Guang Yang 66 0 0 07 Mar 2025
Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction Tao Chen Chenhui Wang Zhihao Chen Hongming Shan MedIm 56 0 0 28 Feb 2025
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging Maximilian R. Rokuss Yannick Kirchhoff Seval Akbal Balint Kovacs Saikat Roy Constantin Ulrich Tassilo Wald Lukas T. Rotkopf H. Schlemmer Klaus H. Maier-Hein 3DV MedIm 46 1 0 28 Feb 2025
FedDyMem: Efficient Federated Learning with Dynamic Memory and Memory-Reduce for Unsupervised Image Anomaly Detection Silin Chen Kangjian Di Yichu Xu Han-Jia Ye Wenhan Luo Ningmu Zou FedML 45 0 0 28 Feb 2025
Multi-modal Contrastive Learning for Tumor-specific Missing Modality Synthesis Minjoo Lim Bogyeong Kang Tae-Eui Kam MedIm 71 0 0 26 Feb 2025
A New Logic For Pediatric Brain Tumor Segmentation Max Bengtsson Elif Keles Gorkem Durak Syed Muhammad Anwar Yuri Velichko M. Linguraru A. Waanders Ulas Bagci 46 1 0 20 Feb 2025
MedFuncta: Modality-Agnostic Representations Based on Efficient Neural Fields Paul Friedrich Florentin Bieder P. Cattin MedIm 66 0 0 20 Feb 2025
A Self-supervised Multimodal Deep Learning Approach to Differentiate Post-radiotherapy Progression from Pseudoprogression in Glioblastoma A. Gomaa Yixing Huang Pluvio Stephan Katharina Breininger Benjamin Frey ... U. Gaipl Christoph Bert R. Fietkau M. Schmidt F. Putz 89 0 0 06 Feb 2025
Extending SEEDS to a Supervoxel Algorithm for Medical Image Analysis Chenhui Zhao Yan Jiang Todd C. Hollon 57 0 0 04 Feb 2025
AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation Aghiles Kebaili J. Lapuyade-Lahorgue P. Vera S. Ruan DiffM MedIm 50 0 0 22 Jan 2025
A generalizable 3D framework and model for self-supervised learning in medical imaging Tony Xu Sepehr Hosseini Chris Anderson Anthony Rinaldi Rahul G. Krishnan Anne L. Martel Maged Goubran MedIm 58 3 0 20 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 105 19 0 17 Jan 2025
Introducing 3D Representation for Medical Image Volume-to-Volume Translation via Score Fusion Xiyue Zhu Dou Hoon Kwark Ruike Zhu Kaiwen Hong Yiqi Tao Shirui Luo Yudu Li Zhi-Pei Liang Volodymyr V. Kindratenko MedIm 43 0 0 13 Jan 2025
FgC2F-UDiff: Frequency-guided and Coarse-to-fine Unified Diffusion Model for Multi-modality Missing MRI Synthesis Xiaojiao Xiao Qinmin Hu Guanghui Wang MedIm DiffM 30 0 0 08 Jan 2025
Flemme: A Flexible and Modular Learning Platform for Medical Images Guoqing Zhang Jingyun Yang Yang Li MedIm 53 1 0 08 Jan 2025
UniMo: Universal Motion Correction For Medical Images without Network Retraining Jian Wang Razieh Faghihpirayesh Danny Joca Polina Golland Ali Gholipour 40 0 0 03 Jan 2025
Recommender Engine Driven Client Selection in Federated Brain Tumor Segmentation Muhammad Irfan Khan Elina Kontio Suleiman A. Khan Mojtaba Jafaritadi FedML 33 0 0 31 Dec 2024
Accurate Explanation Model for Image Classifiers using Class Association Embedding Ruitao Xie Jingbang Chen Limai Jiang Rui Xiao Yi-Lun Pan Yunpeng Cai 71 4 0 31 Dec 2024
Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation Muhammad Irfan Khan Elina Kontio Suleiman A. Khan Mojtaba Jafaritadi FedML 51 0 0 31 Dec 2024
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance Hallee E. Wong Jose Javier Gonzalez Ortiz John Guttag Adrian V. Dalca 93 0 0 19 Dec 2024
Parameter-efficient Fine-tuning for improved Convolutional Baseline for Brain Tumor Segmentation in Sub-Saharan Africa Adult Glioma Dataset Bijay Adhikari Pratibha Kulung Jakesh Bohaju Laxmi Kanta Poudel Confidence Raymond Dong Zhang U. Anazodo Bishesh Khanal M. Shakya 79 1 0 18 Dec 2024
Adult Glioma Segmentation in Sub-Saharan Africa using Transfer Learning on Stratified Finetuning Data Abhijeet Parida Daniel Capellán-Martín Zhifan Jiang Austin Tapp Xinyang Liu Syed Muhammad Anwar María J. Ledesma-Carbayo M. Linguraru 68 1 0 05 Dec 2024
Multi-resolution Guided 3D GANs for Medical Image Translation Juhyung Ha Jong Sung Park David Crandall Eleftherios Garyfallidis Xuhong Zhang MedIm 93 0 0 30 Nov 2024
Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics Sarim Hashmi Juan Lugo Abdelrahman Elsayed Dinesh Saggurthi Mohammed Elseiagy Alikhan Nurkamal Jaskaran Walia F. Maani Mohammad Yaqub 241 1 0 24 Nov 2024
Personalize to generalize: Towards a universal medical multi-modality generalization through personalization Zhaorui Tan Xi Yang Tan Pan Tianyi Liu Chen Jiang ... Qiufeng Wang Anh Nguyen Yuan Qi K. Huang Yuan Cheng AI4CE LM&MA 39 1 0 09 Nov 2024