Medical Imaging

MedIm

Medical Imaging refers to the use of imaging technologies and techniques to visualize the interior of a body for clinical analysis and medical intervention. It plays a crucial role in diagnosis, treatment planning, and monitoring of diseases.

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A Conditional Generative Framework for Synthetic Data Augmentation in Segmenting Thin and Elongated Structures in Biological Images Yi Liu Yichi Zhang MedIm 0 0 0 11 Dec 2025
Graph Laplacian Transformer with Progressive Sampling for Prostate Cancer Grading Masum Shah Junayed John Derek Van Vessem Qian Wan Gahie Nam Sheida Nabavi MedIm 0 0 0 11 Dec 2025
StainNet: A Special Staining Self-Supervised Vision Transformer for Computational Pathology Jiawen Li Jiali Hu Xitong Ling Yongqiang Lv Yuxuan Chen Yizhi Wang Tian Guan Yifei Liu Yonghong He MedIm 0 0 0 11 Dec 2025
Hybrid Transformer-Mamba Architecture for Weakly Supervised Volumetric Medical Segmentation Yiheng Lyu Lian Xu Mohammed Bennamoun Farid Boussaid Coen Arrow Girish Dwivedi Mamba MedIm 72 0 0 11 Dec 2025
Self-Supervised Contrastive Embedding Adaptation for Endoscopic Image Matching Alberto Rota Elena De Momi MedIm 0 0 0 11 Dec 2025
MetaVoxel: Joint Diffusion Modeling of Imaging and Clinical Metadata Yihao Liu Chenyu Gao Lianrui Zuo Michael E. Kim Brian D. Boyd ... Lori L. Beason-Held Susan M. Resnick Timothy J. Hohman Warren D. Taylor Bennett A. Landman MedIm VLM 100 0 0 10 Dec 2025
Masked Registration and Autoencoding of CT Images for Predictive Tibia Reconstruction Hongyou Zhou Cederic Aßmann Alaa Bejaoui Heiko Tzschätzsch Mark Heyland ... Niklas Tuttle Sebastian Hölzl Timo Auer David A. Back Marc Toussaint MedIm 8 0 0 10 Dec 2025
Hands-on Evaluation of Visual Transformers for Object Recognition and Detection Dimitrios N. Vlachogiannis Dimitrios A. Koutsomitropoulos ViT MedIm 12 0 0 10 Dec 2025
Label-free Motion-Conditioned Diffusion Model for Cardiac Ultrasound Synthesis Zhe Li Hadrien Reynaud Johanna P Müller Bernhard Kainz DiffM MedIm VGen 12 0 0 10 Dec 2025
MedXAI: A Retrieval-Augmented and Self-Verifying Framework for Knowledge-Guided Medical Image Analysis Midhat Urooj Ayan Banerjee Farhat Shaikh Kuntal Thakur Sandeep Gupta MedIm 0 0 0 10 Dec 2025
MelanomaNet: Explainable Deep Learning for Skin Lesion Classification Sukhrobbek Ilyosbekov FAtt MedIm 52 0 0 10 Dec 2025
A Clinically Interpretable Deep CNN Framework for Early Chronic Kidney Disease Prediction Using Grad-CAM-Based Explainable AI Anas Bin Ayub Nilima Sultana Niha Md. Zahurul Haque MedIm 12 0 0 10 Dec 2025
From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation Shivanshu Agnihotri Snehashis Majhi Deepak Ranjan Nayak Debesh Jha MedIm 4 0 0 10 Dec 2025
Skewness-Guided Pruning of Multimodal Swin Transformers for Federated Skin Lesion Classification on Edge Devices Kuniko Paxton Koorosh Aslansefat Dhavalkumar Thakker Yiannis Papadopoulos MedIm 0 0 0 09 Dec 2025
Diffusion Model Regularized Implicit Neural Representation for CT Metal Artifact Reduction Jie Wen Chenhe Du Xiao Wang Yuyao Zhang DiffM MedIm 0 0 0 09 Dec 2025
Learning Patient-Specific Disease Dynamics with Latent Flow Matching for Longitudinal Imaging Generation Hao Chen Rui Yin Yifan Chen Qi Chen Chao Li MedIm AI4CE 0 0 0 09 Dec 2025
LapFM: A Laparoscopic Segmentation Foundation Model via Hierarchical Concept Evolving Pre-training Qing Xu Kun Yuan Yuxiang Luo Yuhao Zhai Wenting Duan Nassir Navab Zhen Chen MedIm 16 0 0 09 Dec 2025
Transformers for Multimodal Brain State Decoding: Integrating Functional Magnetic Resonance Imaging Data and Medical Metadata Danial Jafarzadeh Jazi Maryam Hajiesmaeili MedIm AI4CE 4 0 0 09 Dec 2025
DermETAS-SNA LLM: A Dermatology Focused Evolutionary Transformer Architecture Search with StackNet Augmented LLM Assistant Nitya Phani Santosh Oruganty Keerthi Vemula Murali Chun-Kit Ngan Paulo Bandeira Pinho MedIm 0 0 0 09 Dec 2025
Effective Attention-Guided Multi-Scale Medical Network for Skin Lesion Segmentation Siyu Wang Hua Wang Huiyu Li Fan Zhang MedIm 32 0 0 08 Dec 2025
R2MF-Net: A Recurrent Residual Multi-Path Fusion Network for Robust Multi-directional Spine X-ray Segmentation Xuecheng Li Weikuan Jia Komildzhon Sharipov Sharipov Hotam Beknazarovich Farzona S. Ataeva Qurbonaliev Alisher Yuanjie Zheng MedIm 16 0 0 08 Dec 2025
Automated Generation of Custom MedDRA Queries Using SafeTerm Medical Map Francois Vandenhende Anna Georgiou Michalis Georgiou Theodoros Psaras Ellie Karekla Elena Hadjicosta MedIm 128 0 0 08 Dec 2025
Precise Liver Tumor Segmentation in CT Using a Hybrid Deep Learning-Radiomics Framework Xuecheng Li Weikuan Jia Komildzhon Sharipov Alimov Ruslan Lutfuloev Mazbutdzhon Ismoilov Shuhratjon Yuanjie Zheng MedIm 0 0 0 08 Dec 2025
Demo: Generative AI helps Radiotherapy Planning with User Preference Riqiang Gao Simon Arberet Martin Kraus Han Liu Wilko FAR Verbakel Dorin Comaniciu Florin-Cristian Ghesu Ali Kamen MedIm 0 0 0 08 Dec 2025
DGGAN: Degradation Guided Generative Adversarial Network for Real-time Endoscopic Video Enhancement Handing Xu Zhenguo Nie Tairan Peng Huimin Pan Xin-Jun Liu MedIm 24 0 0 08 Dec 2025
See More, Change Less: Anatomy-Aware Diffusion for Contrast Enhancement Junqi Liu Zejun Wu Pedro R. A. S. Bassi Xinze Zhou Wenxuan Li ... Kang Wang Yang Yang Yucheng Tang Alan L. Yuille Zongwei Zhou DiffM MedIm 37 0 0 08 Dec 2025
Physics-Guided Diffusion Priors for Multi-Slice Reconstruction in Scientific Imaging Laurentius Valdy Richard D. Paul Alessio Quercia Zhuo Cao Xuan Zhao Hanno Scharr Arya Bangun MedIm 0 0 0 07 Dec 2025
Hide-and-Seek Attribution: Weakly Supervised Segmentation of Vertebral Metastases in CT Matan Atad Alexander W. Marka Lisa Steinhelfer Anna Curto-Vilalta Yannik Leonhardt ... Alexandra S. Gersing Bjoern Menze Daniel Rueckert Jan S. Kirschke Hendrik Möller MedIm 12 0 0 07 Dec 2025
Can We Go Beyond Visual Features? Neural Tissue Relation Modeling for Relational Graph Analysis in Non-Melanoma Skin Histology Shravan Venkatraman Muthu Subash Kavitha Joe Dhanith P R V Manikandarajan Jia Wu MedIm 0 0 0 07 Dec 2025
Transformation of Biological Networks into Images via Semantic Cartography for Visual Interpretation and Scalable Deep Analysis Sakib Mostafa Lei Xing Md. Tauhidul Islam GNN MedIm 96 0 0 07 Dec 2025
Enhancing Medical Cross-Modal Hashing Retrieval using Dropout-Voting Mixture-of-Experts Fusion Jaewon Ahn Woosung Jang Beakcheol Jang MedIm 12 0 0 06 Dec 2025
Explainable Fundus Image Curation and Lesion Detection in Diabetic Retinopathy Anca Mihai Adrian Groza MedIm 80 0 0 06 Dec 2025
PRIMRose: Insights into the Per-Residue Energy Metrics of Proteins with Double InDel Mutations using Deep Learning Stella Brown Nicolas Preisig Autumn Davis Brian Hutchinson Filip Jagodzinski MedIm 4 0 0 06 Dec 2025
Bridging spatial awareness and global context in medical image segmentation Dalia Alzu'bi A. Ben Hamza MedIm 0 0 0 06 Dec 2025
Automated Identification of Incidentalomas Requiring Follow-Up: A Multi-Anatomy Evaluation of LLM-Based and Supervised Approaches Namu Park Farzad Ahmed Zhaoyi Sun Kevin Lybarger Ethan Breinhorst Julie Hu Ozlem Uzuner Martin Gunn Meliha Yetisgen MedIm 0 0 0 05 Dec 2025
Decoding with Structured Awareness: Integrating Directional, Frequency-Spatial, and Structural Attention for Medical Image Segmentation Fan Zhang Zhiwei Gu Hua Wang MedIm 0 0 0 05 Dec 2025
Fast and Robust Diffusion Posterior Sampling for MR Image Reconstruction Using the Preconditioned Unadjusted Langevin Algorithm Moritz Blumenthal Tina Holliber Jonathan I. Tamir Martin Uecker DiffM MedIm 44 0 0 05 Dec 2025
3D Path Planning for Robot-assisted Vertebroplasty from Arbitrary Bi-plane X-ray via Differentiable Rendering Blanca Inigo Benjamin D. Killeen Rebecca Choi Michelle Song Ali Uneri Majid Khan Christopher Bailey Axel Krieger Mathias Unberath MedIm 120 0 0 05 Dec 2025
PMA-Diffusion: A Physics-guided Mask-Aware Diffusion Framework for TSE from Sparse Observations Lindong Liu Zhixiong Jin Seongjin Choi DiffM MedIm 8 0 0 05 Dec 2025
See in Depth: Training-Free Surgical Scene Segmentation with Monocular Depth Priors Kunyi Yang Qingyu Wang Cheng Yuan Yutong Ban MedIm MDE 196 0 0 05 Dec 2025
MedDIFT: Multi-Scale Diffusion-Based Correspondence in 3D Medical Imaging Xingyu Zhang Anna Reithmeir Fryderyk Kögl Rickmer Braren Julia A. Schnabel Daniel M. Lang MedIm 88 0 0 05 Dec 2025
Explainable Melanoma Diagnosis with Contrastive Learning and LLM-based Report Generation Junwen Zheng Xinran Xu Li Rong Wang Chang Cai Lucinda Siyun Tan Dingyuan Wang Hong Liang Tey Xiuyi Fan MedIm 0 0 0 05 Dec 2025
SP-Det: Self-Prompted Dual-Text Fusion for Generalized Multi-Label Lesion Detection Qing Xu Yanqian Wang Xiangjian Hea Yue Li Yixuan Zhang Rong Qu Wenting Duan Zhen Chen MedIm 64 0 0 04 Dec 2025
LatentFM: A Latent Flow Matching Approach for Generative Medical Image Segmentation Huynh Trinh Ngoc Hoang Anh Nguyen Kim Toan Nguyen Hai Long Tran Quoc MedIm 164 0 0 04 Dec 2025
Benchmarking CXR Foundation Models With Publicly Available MIMIC-CXR and NIH-CXR14 Datasets Jiho Shin Dominic Marshall Matthieu Komorowski MedIm 0 0 0 03 Dec 2025
Multi-Aspect Knowledge-Enhanced Medical Vision-Language Pretraining with Multi-Agent Data Generation Xieji Li Siyuan Yan Yingsheng Liu H. Peter Soyer Monika Janda Victoria Mar Zongyuan Ge MedIm 164 0 0 03 Dec 2025
HBFormer: A Hybrid-Bridge Transformer for Microtumor and Miniature Organ Segmentation Fuchen Zheng Xinyi Chen Weixuan Li Quanjun Li Junhua Zhou Xiaojiao Guo Xuhang Chen Chi-Man Pun Shoujun Zhou MedIm 160 0 0 03 Dec 2025
6 Fingers, 1 Kidney: Natural Adversarial Medical Images Reveal Critical Weaknesses of Vision-Language Models Leon Mayer Piotr Kalinowski Caroline Ebersbach Marcel Knopp Tim Rädsch Evangelia Christodoulou Annika Reinke Fiona R. Kolbinger Lena Maier-Hein AAML MedIm VLM 273 0 0 03 Dec 2025
Ultra-Strong Gradient Diffusion MRI with Self-Supervised Learning for Prostate Cancer Characterization Tanishq Patil Snigdha Sen Malwina Molendowska Kieran G. Foley Fabrizio Fasano Mara Cercignani Marco Palombo Paddy J. Slator Eleftheria Panagiotaki DiffM MedIm 156 0 0 02 Dec 2025
Atomic Diffusion Models for Small Molecule Structure Elucidation from NMR Spectra Ziyu Xiong Yichi Zhang Foyez Alauddin Chu Xin Cheng Joon Soo An Mohammad R. Seyedsayamdost Ellen D. Zhong MedIm 136 0 0 02 Dec 2025

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