Title
Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study Jonghun Kim Hyunjin Park MedIm 24 33 0 01 Nov 2023
A comprehensive survey on deep active learning in medical image analysis Haoran Wang Q. Jin Shiman Li Siyu Liu Manning Wang Zhijian Song VLM 48 24 0 22 Oct 2023
Synthesizing Missing MRI Sequences from Available Modalities using Generative Adversarial Networks in BraTS Dataset Ibrahim Ethem Hamamci MedIm 45 1 0 11 Oct 2023
AnoDODE: Anomaly Detection with Diffusion ODE Xianyao Hu Congming Jin MedIm DiffM 21 1 0 10 Oct 2023
BTDNet: a Multi-Modal Approach for Brain Tumor Radiogenomic Classification Dimitrios Kollias Karanjot Vendal Priyanka Gadhavi Solomon Russom 21 20 0 05 Oct 2023
All Sizes Matter: Improving Volumetric Brain Segmentation on Small Lesions Ayhan Can Erdur Daniel Scholz Josef A. Buchner Stephanie E. Combs Daniel Rueckert J. Peeken 19 2 0 04 Oct 2023
Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentation Ling Huang S. Ruan P. Decazes Thierry Denoeux EDL MedIm 27 1 0 12 Sep 2023
A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models Yunguan Fu Yiwen Li Shaheer U. Saeed Matthew J Clarkson Yipeng Hu DiffM MedIm 29 6 0 30 Aug 2023
Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI Ziyun Liang Harry Anthony Felix Wagner Konstantinos Kamnitsas DiffM MedIm 27 9 0 30 Aug 2023
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision Jianning Li Zongwei Zhou Jiancheng Yang Antonio Pepe Christina Schwarz-Gsaxner ... B. Puladi Pascal Fua Alan Yuille Jens Kleesiek Jan Egger MedIm 3DH 26 32 0 30 Aug 2023
Patient-specific, mechanistic models of tumor growth incorporating artificial intelligence and big data G. Lorenzo Syed Rakin Ahmed D. Hormuth Brenna Vaughn Jayashree Kalpathy-Cramer Luis Solorio T. Yankeelov H. Gómez AI4CE 37 13 0 28 Aug 2023
Arbitrary Distributions Mapping via SyMOT-Flow: A Flow-based Approach Integrating Maximum Mean Discrepancy and Optimal Transport Zhe Xiong Qiaoqiao Ding Xiaoqun Zhang OOD 13 0 0 26 Aug 2023
Tumor-Centered Patching for Enhanced Medical Image Segmentation Mutyyba Asghar A. R. Shahid Akhtar Jamil K. Aftab S. Enam 24 1 0 23 Aug 2023
Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation Liam Chalcroft Ruben Lourencco Pereira Mikael Brudfors Andrew S. Kayser M. D’Esposito Cathy J. Price Ioannis Pappas John Ashburner ViT 3DV MedIm 32 8 0 14 Aug 2023
Feature Decoupling-Recycling Network for Fast Interactive Segmentation Hui-Chi Zeng Weinong Wang Xin Tao Zhiwei Xiong Yu-Wing Tai Wenjie Pei 16 4 0 07 Aug 2023
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images Alessandro Fontanella Grant Mair Joanna M. Wardlaw Emanuele Trucco Amos Storkey DiffM MedIm 37 21 0 03 Aug 2023
Ensemble Learning with Residual Transformer for Brain Tumor Segmentation Lanhong Yao Zheyu Zhang Ulas Bagci ViT MedIm 59 1 0 31 Jul 2023
Cross-dimensional transfer learning in medical image segmentation with deep learning Hicham Messaoudi Ahror Belaid Douraied BEN SALEM Pierre-Henri Conze MedIm 30 24 0 29 Jul 2023
Multi-layer Aggregation as a key to feature-based OOD detection Benjamin Lambert Florence Forbes Senan Doyle M. Dojat 30 5 0 28 Jul 2023
TriadNet: Sampling-free predictive intervals for lesional volume in 3D brain MR images Benjamin Lambert Florence Forbes Senan Doyle M. Dojat MedIm 37 4 0 28 Jul 2023
An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis Luyi Han Tianyu Zhang Yunzhi Huang Haoran Dou Xin Eric Wang Yuan Gao Chun-Ta Lu Tan Tao R. Mann MedIm 24 8 0 03 Jul 2023
Efficient Subclass Segmentation in Medical Images Linrui Dai Wenhui Lei Xiaofan Zhang 24 1 0 01 Jul 2023
Prediction of Rapid Early Progression and Survival Risk with Pre-Radiation MRI in WHO Grade 4 Glioma Patients W. Farzana Mustafa M. Basree N. Diawara Zeina A. Shboul Sagel Dubey Marie M. Lockhart M. Hamza J. Palmer Khan M. Iftekharuddin AI4CE 21 3 0 28 Jun 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 31 3 0 26 Jun 2023
Faithful Synthesis of Low-dose Contrast-enhanced Brain MRI Scans using Noise-preserving Conditional GANs Thomas Pinetz Erich Kobler Robert Haase K. Deike-Hofmann A. Radbruch Alexander Effland MedIm 32 6 0 26 Jun 2023
BMAD: Benchmarks for Medical Anomaly Detection Jinan Bao Hanshi Sun Hanqiu Deng Yinsheng He Zhaoxiang Zhang Xingyu Li MedIm 28 21 0 20 Jun 2023
VPUFormer: Visual Prompt Unified Transformer for Interactive Image Segmentation Xu Zhang Kailun Yang Jiacheng Lin Jin Yuan Zhiyong Li Shutao Li 24 3 0 11 Jun 2023
Computational Modeling of Deep Multiresolution-Fractal Texture and Its Application to Abnormal Brain Tissue Segmentation A. Temtam Linmin Pei Khan M. Iftekharuddin 20 0 0 07 Jun 2023
Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion models Muhammad Usman Akbar Måns Larsson Anders Eklund DiffM MedIm 20 29 0 05 Jun 2023
Unsupervised Anomaly Detection in Medical Images Using Masked Diffusion Model H. Iqbal Umar Khalid Jing Hua Chong Chen DiffM MedIm 41 25 0 31 May 2023
The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa) Maruf Adewole J. Rudie A. Gbadamosi O. Toyobo Confidence Raymond ... Ujjwal Baid Spyridon Bakas Farouk Dako A. Fatade U. Anazodo 33 40 0 30 May 2023
The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs) A. Kazerooni Nastaran Khalili Xinyang Liu Debanjan Haldar Zhifan Jiang ... Adam C. Resnick B. Rood A. Vossough Spyridon Bakas M. Linguraru 25 46 0 26 May 2023
One-Prompt to Segment All Medical Images Junde Wu Jiayuan Zhu Yueming Jin Min Xu VLM MedIm 27 28 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
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn) Hongwei Bran Li G. Conte Syed Muhammad Anwar Florian Kofler Ivan Ezhov ... Spyridon Bakas M. Linguraru Bjoern H. Menze Juan Eugenio Iglesias Benedikt Wiestler 62 18 0 15 May 2023
The Brain Tumor Segmentation (BraTS) Challenge 2023: Local Synthesis of Healthy Brain Tissue via Inpainting Florian Kofler Felix Meissen Felix Steinbauer Robert Graf E. Oswald ... Daniel Rueckert Benedikt Wiestler Ivan Ezhov Marie Piraud Bjoern H. Menze 41 0 0 15 May 2023
The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma D. Labella Maruf Adewole M. Alonso-Basanta Talissa Altes Syed Muhammad Anwar ... J. Rudie N. Tahon J. Villanueva-Meyer Benedikt Wiestler Evan Calabrese 26 28 0 12 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 42 16 0 07 May 2023
The Rio Hortega University Hospital Glioblastoma dataset: a comprehensive collection of preoperative, early postoperative and recurrence MRI scans (RHUH-GBM) S. Cepeda S. García-García I. Arrese Francisco Herrero Trinidad Escudero T. Zamora R. Sarabia 14 11 0 27 Apr 2023
Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation Junde Wu Rao Fu Yuanpei Liu Huihui Fang Zhao-Yang Wang Yanwu Xu Yueming Jin VLM MedIm 50 466 0 25 Apr 2023
FedPIDAvg: A PID controller inspired aggregation method for Federated Learning Leon Mächler Ivan Ezhov Suprosanna Shit Johannes C. Paetzold FedML 25 7 0 24 Apr 2023
PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation Cilin Yan Haochen Wang Jie Liu Xiaolong Jiang Yao Hu Xu Tang Guoliang Kang E. Gavves VLM 35 0 0 23 Apr 2023
Two-stage MR Image Segmentation Method for Brain Tumors based on Attention Mechanism Li Zhu Jiawei Jiang Lin Lu Jin Li GAN MedIm 21 0 0 17 Apr 2023
The University of California San Francisco Brain Metastases Stereotactic Radiosurgery (UCSF-BMSR) MRI Dataset J. Rudie Rachit Saluja R. Weiss Pierre Nedelec Evan Calabrese ... S. Braunstein Christopher P. Hess A. Rauschecker L. Sugrue J. Villanueva-Meyer AI4CE 13 14 0 14 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
UniverSeg: Universal Medical Image Segmentation V. Butoi Jose Javier Gonzalez Ortiz Tianyu Ma M. Sabuncu John Guttag Adrian Dalca 38 74 0 12 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 40 96 0 12 Apr 2023
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation Tao Chen Chenhui Wang Hongming Shan DiffM MedIm 23 34 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
BugNIST -- a Large Volumetric Dataset for Object Detection under Domain Shift Patrick M. Jensen Anders B. Dahl Carsten Gundlach Rebecca J Engberg H. Kjer Vedrana Andersen Dahl 36 1 0 04 Apr 2023