Title
VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation B. K. Das Ajay Singh Gengyan Zhao Han Liu Thomas J. Re D. Comaniciu Eli Gibson Andreas K. Maier ViT MedIm 26 0 0 13 May 2025
ADNP-15: An Open-Source Histopathological Dataset for Neuritic Plaque Segmentation in Human Brain Whole Slide Images with Frequency Domain Image Enhancement for Stain Normalization Chenxi Zhao Jianqiang Li Qing Zhao Jing Bai S. Boluda Benoît Delatour L. Stimmer Daniel Racoceanu Gabriel Jimenez Guanghui Fu 58 0 0 08 May 2025
Histo-Miner: Deep Learning based Tissue Features Extraction Pipeline from H&E Whole Slide Images of Cutaneous Squamous Cell Carcinoma Lucas Sancéré Carina Lorenz Doris Helbig Oana-Diana Persa Sonja Dengler ... Martim Laimer Anne Fröhlich Jennifer Landsberg Johannes Brägelmann Katarzyna Bozek 44 0 0 07 May 2025
Text2CT: Towards 3D CT Volume Generation from Free-text Descriptions Using Diffusion Model Pengfei Guo Can Zhao Dong Yang Yufan He V. Nath ... Zongwei Zhou Benjamin D. Simon Stephanie Harmon B. Turkbey Daguang Xu DiffM MedIm 40 0 0 07 May 2025
Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement Haofan Wu Yin Huang Yuqing Wu Qiuyu Yang Bingfang Wang ... Abdul Fattah Memon Daizong Ji Y. Zhang Ghulam Mustafa Yin Fang MedIm 28 0 0 03 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
Automated segmenta-on of pediatric neuroblastoma on mul--modal MRI: Results of the SPPIN challenge at MICCAI 2023 M.A.D. Buser D.C. Simons M. Fitski M.H.W.A. Wijnen A.S. Littooij ... M.R. Aizenberg B.H.M. van der Velden H. Kuijf A. De Luca A.F.W. van der Steeg 28 0 0 01 May 2025
Innovative Integration of 4D Cardiovascular Reconstruction and Hologram: A New Visualization Tool for Coronary Artery Bypass Grafting Planning S. Wang Tong Ren Nan Cheng L. Zhang Rong Wang 19 0 0 28 Apr 2025
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
Towards a deep learning approach for classifying treatment response in glioblastomas Ana Matoso Catarina Passarinho Marta P. Loureiro José Maria Moreira Patrícia Figueiredo Rita G. Nunes AI4CE 26 0 0 25 Apr 2025
Comprehensive Evaluation of Quantitative Measurements from Automated Deep Segmentations of PSMA PET/CT Images Obed Korshie Dzikunu Amirhossein Toosi Shadab Ahamed Sara Harsini François Bénard Xiaoxiao Li Arman Rahmim 24 0 0 22 Apr 2025
Deep Generative Model-Based Generation of Synthetic Individual-Specific Brain MRI Segmentations Ruijie Wang Luca Rossetto Susan Mérillat Christina Röcke Mike Martin Abraham Bernstein DiffM MedIm 54 0 0 15 Apr 2025
Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning in Medical Imaging Gabriele Lozupone Alessandro Bria F. Fontanella Frederick J.A. Meijer C. D. Stefano Henkjan Huisman DiffM MedIm 36 0 0 11 Apr 2025
BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis Moinak Bhattacharya Saumya Gupta Annie Singh C. L. P. Chen Gagandeep Singh Prateek Prasanna MedIm 26 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 113 0 0 04 Apr 2025
Multi-Task Learning for Extracting Menstrual Characteristics from Clinical Notes Anna Shopova Cristoph Lippert Leslee J. Shaw Eugenia Alleva 47 0 0 31 Mar 2025
Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study Soumitri Chattopadhyay Basar Demir Marc Niethammer VLM 64 0 0 28 Mar 2025
Downstream Analysis of Foundational Medical Vision Models for Disease Progression Basar Demir Soumitri Chattopadhyay Thomas Hastings Greer Boqi Chen Marc Niethammer MedIm 48 0 0 21 Mar 2025
HAD-Gen: Human-like and Diverse Driving Behavior Modeling for Controllable Scenario Generation Cheng Wang L. Kong Massimiliano Tamborski Stefano V. Albrecht 46 0 0 19 Mar 2025
TGV: Tabular Data-Guided Learning of Visual Cardiac Representations Marta Hasny Maxime Di Folco Keno Bressem Julia A. Schnabel 36 0 0 19 Mar 2025
Towards Motion Compensation in Autonomous Robotic Subretinal Injections Demir Arikan Peiyao Zhang Michael Sommersperger Shervin Dehghani Mojtaba Esfandiari Russel H. Taylor M. A. Nasseri Peter L. Gehlbach Nassir Navab I. Iordachita 91 1 0 13 Mar 2025
Real-time Deformation-aware Control for Autonomous Robotic Subretinal Injection under iOCT Guidance Demir Arikan Peiyao Zhang Michael Sommersperger Shervin Dehghani Mojtaba Esfandiari Russel H. Taylor M. A. Nasseri Peter L. Gehlbach Nassir Navab I. Iordachita 38 3 0 13 Mar 2025
QuickDraw: Fast Visualization, Analysis and Active Learning for Medical Image Segmentation Daniel Syomichev Padmini Gopinath Guang-Lin Wei Eric Chang Ian Gordon Amanuel Seifu Rahul Pemmaraju Neehar Peri James M. Purtilo 41 0 0 12 Mar 2025
Interactive Tumor Progression Modeling via Sketch-Based Image Editing Gexin Huang Ruinan Jin Yucheng Tang Can Zhao Tatsuya Harada Xiaoxiao Li Gu Lin MedIm 58 0 0 10 Mar 2025
TopoMortar: A dataset to evaluate image segmentation methods focused on topology accuracy Juan Miguel Valverde Motoya Koga Nijihiko Otsuka Anders Bjorholm Dahl 33 0 0 05 Mar 2025
Open-source framework for detecting bias and overfitting for large pathology images Anders Sildnes N. Shvetsov M. Tafavvoghi Vi Ngoc-Nha Tran Kajsa Møllersen Lill-ToveRasmussen Busund Thomas K. Kilvær L. A. Bongo VLM 73 0 0 03 Mar 2025
Conformal Risk Control for Semantic Uncertainty Quantification in Computed Tomography Jacopo Teneggi J. W. Stayman Jeremias Sulam 56 1 0 28 Feb 2025
Subclass Classification of Gliomas Using MRI Fusion Technique Kiranmayee Janardhan Christy Bobby Thomas 47 0 0 26 Feb 2025
Deep learning and classical computer vision techniques in medical image analysis: Case studies on brain MRI tissue segmentation, lung CT COPD registration, and skin lesion classification Anyimadu Daniel Tweneboah Suleiman Taofik Ahmed Hossain Mohammad Imran 63 0 0 26 Feb 2025
Anatomy-Informed Deep Learning and Radiomics for Automated Neurofibroma Segmentation in Whole-Body MRI Georgii Kolokolnikov Marie-Lena Schmalhofer Lennart Well Said Farschtschi Victor-Felix Mautner Inka Ristow Rene Werner AI4CE 40 0 0 24 Feb 2025
Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 Challenge Muhammad Imran J. Krebs Vishal Balaji Sivaraman Teng Zhang Amarjeet Kumar ... Gilbert R. Upchurch Jr. Jun Ma Yuyin Zhou M. Cooper Wei Shao 45 0 0 07 Feb 2025
Robust Body Composition Analysis by Generating 3D CT Volumes from Limited 2D Slices Lianrui Zuo Xin Yu Dingjie Su Kaiwen Xu Aravind Krishnan Yihao Liu Shunxing Bao Fabien Maldonado Luigi Ferrucci Bennett A. Landman 83 0 0 22 Jan 2025
Beyond the Lungs: Extending the Field of View in Chest CT with Latent Diffusion Models Lianrui Zuo Kaiwen Xu Dingjie Su Xin Yu Aravind Krishnan ... Shunxing Bao Thomas Z. Li K. Sandler Fabien Maldonado Bennett A. Landman DiffM MedIm 82 0 0 22 Jan 2025
Open-Source Manually Annotated Vocal Tract Database for Automatic Segmentation from 3D MRI Using Deep Learning: Benchmarking 2D and 3D Convolutional and Transformer Networks Subin Erattakulangara Karthika Kelat Katie Burnham Rachel Balbi Sarah E. Gerard David Meyer Sajan Goud Lingala 40 1 0 08 Jan 2025
MorphiNet: A Graph Subdivision Network for Adaptive Bi-ventricle Surface Reconstruction Yu Deng Yiyang Xu Linglong Qian C. Mauger Anastasia Nasopoulou ... D. Newby Andrew McCulloch Jeff Omens Kuberan Pushprajah Alistair Young 76 0 0 14 Dec 2024
A cautionary tale on the cost-effectiveness of collaborative AI in real-world medical applications Francesco Cremonesi Lucia Innocenti Sebastien Ourselin Vicky Goh Michela Antonelli Marco Lorenzi FedML 102 0 0 09 Dec 2024
Deep Learning for Longitudinal Gross Tumor Volume Segmentation in MRI-Guided Adaptive Radiotherapy for Head and Neck Cancer Xin Tie Weijie Chen Zachary Huemann Brayden Schott Nuohao Liu Tyler J. Bradshaw 61 1 0 01 Dec 2024
Multi-resolution Guided 3D GANs for Medical Image Translation Juhyung Ha Jong Sung Park David Crandall Eleftherios Garyfallidis Xuhong Zhang MedIm 78 0 0 30 Nov 2024
Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2 Gustav Muller-Franzes Firas Khader R. Siepmann T. Han Jakob Nikolas Kather S. Nebelung Daniel Truhn MedIm 71 0 0 24 Nov 2024
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training Chengyin Li Hui Zhu Rafi Ibn Sultan H. Bagher-Ebadian Prashant Khanduri Chetty Indrin Kundan Thind Dongxiao Zhu MedIm 80 1 0 23 Nov 2024
The Unreasonable Effectiveness of Guidance for Diffusion Models Tim Kaiser Nikolas Adaloglou M. Kollmann DiffM 30 0 0 15 Nov 2024
Maximizing domain generalization in fetal brain tissue segmentation: the role of synthetic data generation, intensity clustering and real image fine-tuning Vladyslav Zalevskyi Thomas Sanchez Margaux Roulet Hélène Lajous Jordina Aviles Verdera Jana Hutter Hamza Kebiri Meritxell Bach Cuadra OOD 46 1 0 11 Nov 2024
Enhancing Trust in Clinically Significant Prostate Cancer Prediction with Multiple Magnetic Resonance Imaging Modalities Benjamin Ng Chi-en Amy Tai E. Z. Zeng A. Wong 24 0 0 07 Nov 2024
Counterfactual MRI Data Augmentation using Conditional Denoising Diffusion Generative Models Pedro Morão J. Santinha Yasna Forghani N. Loução Pedro Gouveia Mário A. T. Figueiredo DiffM MedIm 39 0 0 31 Oct 2024
Variable Resolution Sampling and Deep Learning Image Recovery for Accelerated Multi-Spectral MRI Near Metal Implants Azadeh Sharafi Nikolai J. Mickevicius Mehran Baboli A. Nencka Kevin M. Koch 21 0 0 30 Oct 2024
KA $^2$ ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation Shangde Gao Yichao Fu Ke Liu Hongxia Xu Jian Wu MedIm 33 1 0 28 Oct 2024
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks A. Jaus C. Seibold Simon Reiß Zdravko Marinov Keyi Li Zeling Ye Stefan Krieg Jens Kleesiek Rainer Stiefelhagen 26 0 0 24 Oct 2024
SAMReg: SAM-enabled Image Registration with ROI-based Correspondence Shiqi Huang Tingfa Xu Z. Shen Shaheer U. Saeed Wen Yan D. Barratt Yipeng Hu 31 1 0 17 Oct 2024
VividMed: Vision Language Model with Versatile Visual Grounding for Medicine Lingxiao Luo Bingda Tang Xuanzhong Chen Rong Han Ting Chen VLM 24 2 0 16 Oct 2024
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors Linshan Wu Jiaxin Zhuang Hao Chen 39 5 0 13 Oct 2024