Title
TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module Exploration Xiaoyu Shi R. Jain Yinhao Li Ruibo Hou Jingliang Cheng J. Bai Guohua Zhao Lanfen Lin R. Xu Yen-Wei Chen 12 0 0 20 Jun 2025
Classification of Multi-Parametric Body MRI Series Using Deep Learning Boah Kim T. Mathai Kimberly Helm Peter A. Pinto Ronald M. Summers 15 1 0 18 Jun 2025
Improving Prostate Gland Segmenting Using Transformer based Architectures Shatha Abudalou 18 0 0 16 Jun 2025
Modality-AGnostic Image Cascade (MAGIC) for Multi-Modality Cardiac Substructure Segmentation Nicholas Summerfield Qisheng He Alex Kuo Ahmed I. Ghanem Simeng Zhu ... Anudeep Kumar Prashant Nagpal Jiwei Zhao Ming Dong C. Glide-Hurst 112 0 0 12 Jun 2025
Compositional Generalisation for Explainable Hate Speech Detection Agostina Calabrese Tom Sherborne Bjorn Ross Mirella Lapata 67 0 0 04 Jun 2025
Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning Yijun Yang Zhao-Yang Wang Qiuping Liu Shuwen Sun Kang Wang ... Zongwei Zhou Alan Yuille Lei Zhu Yu Zhang Jieneng Chen 21 0 0 02 Jun 2025
CineMA: A Foundation Model for Cine Cardiac MRI Yunguan Fu Weixi Yi C. Manisty A. Bhuva T. Treibel James C. Moon Matthew J. Clarkson R. Davies Yipeng Hu VGen MedIm 38 0 0 31 May 2025
Towards Scalable Language-Image Pre-training for 3D Medical Imaging Chenhui Zhao Yiwei Lyu Asadur Chowdury Edward Harake A. Kondepudi Akshay Rao X. Hou Honglak Lee Todd C. Hollon LM&MA MedIm 34 0 0 28 May 2025
TAGS: 3D Tumor-Adaptive Guidance for SAM Sirui Li Linkai Peng Zheyuan Zhang Gorkem Durak Ulas Bagci MedIm VLM 206 0 0 21 May 2025
Pretrained hybrid transformer for generalizable cardiac substructures segmentation from contrast and non-contrast CTs in lung and breast cancers Aneesh Rangnekar Nikhil Mankuzhy Jonas Willmann Chloe Choi Abraham Wu M. Thor A. Rimner Harini Veeraraghavan 21 0 0 16 May 2025
Automated Real-time Assessment of Intracranial Hemorrhage Detection AI Using an Ensembled Monitoring Model (EMM) Zhongnan Fang Andrew Johnston Lina Cheuy Hye Sun Na Magdalini Paschali ... Derrick Laurel Andrew Walker Campion Michael Iv Akshay S. Chaudhari David B. Larson 99 0 0 16 May 2025
VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation Badhan Kumar Das Ajay Singh Gengyan Zhao Han Liu Thomas J. Re Dorin Comaniciu Eli Gibson Andreas Maier ViT MedIm 62 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 76 0 0 08 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 Baris Turkbey Daguang Xu DiffM MedIm 102 0 0 07 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 72 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 Yanzhe Zhang Ghulam Mustafa Yin Fang MedIm 80 0 0 03 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 62 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 55 0 0 01 May 2025
Innovative Integration of 4D Cardiovascular Reconstruction and Hologram: A New Visualization Tool for Coronary Artery Bypass Grafting Planning Shuaiqiang Wang Tong Ren Nan Cheng Li Zhang Rong Wang 55 1 0 28 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 69 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 49 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 175 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 70 0 0 11 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 144 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 425 0 0 04 Apr 2025
Multi-Task Learning for Extracting Menstrual Characteristics from Clinical Notes Anna Shopova Cristoph Lippert Leslee J. Shaw Eugenia Alleva 107 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 141 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 93 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 90 0 0 19 Mar 2025
TGV: Tabular Data-Guided Learning of Visual Cardiac Representations Marta Hasny Maxime Di Folco Keno Bressem Julia A. Schnabel 116 1 0 19 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 103 3 0 13 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 135 1 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 69 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 88 2 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 86 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 108 0 0 03 Mar 2025
Conformal Risk Control for Semantic Uncertainty Quantification in Computed Tomography Jacopo Teneggi J. W. Stayman Jeremias Sulam 112 1 0 28 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 107 0 0 26 Feb 2025
Subclass Classification of Gliomas Using MRI Fusion Technique Kiranmayee Janardhan Christy Bobby Thomas 98 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 77 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 99 1 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 143 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 117 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 115 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 122 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 147 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 Bradshaw 88 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 114 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 165 1 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 129 2 0 23 Nov 2024