医学 AI

Segment as You Wish -- Free-Form Language-Based Segmentation for Medical Images

Longchao Da, Rui Wang, Xiaojian Xu, Parminder Bhatia, Taha Kass-Hout, Hua Wei, Cao Xiao

机构 * Arizona State University（亚利桑那州立大学） 纠错

专题命中 医学影像 ：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 19 pages, 9 as main content. The paper was accepted to KDD2025

Leveraging Semantic Asymmetry for Precise Gross Tumor Volume Segmentation of Nasopharyngeal Carcinoma in Planning CT

Zi Li, Ying Chen, Zeli Chen, Yanzhou Su, Tai Ma, Tony C. W. Mok, Yan-Jie Zhou, Yunhai Bai, Zhinlin Zheng, Le Lu, Yirui Wang, Jia Ge, Xianghua Ye, Senxiang Yan, Dakai Jin

机构 * DAMO Academy, Alibaba Group（阿里巴巴集团达摩院） ； The University of Hong Kong（香港大学） ； The First Affiliated Hospital, Zhejiang University（浙江大学第一附属医院） ； Hupan Lab（华盼实验室） 纠错

专题命中 医学影像 ：CT(title,abstract)；MRI(abstract)；分类 cs.CV、eess.IV

Transfer Learning and Explainable AI for Brain Tumor Classification: A Study Using MRI Data from Bangladesh

Shuvashis Sarker

机构 * Ahsanullah University of Science and Technology（阿沙努拉科学与技术大学） 纠错

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 2024 6th International Conference on Sustainable Technologies for Industry 5.0 (STI)

Efficient MRI Parallel Imaging Reconstruction by K-Space Rendering via Generalized Implicit Neural Representation

Hao Li, Yusheng Zhou, Jianan Liu, Xiling Liu, Tao Huang, Zhihan Lyu, Weidong Cai, Wei Chen

机构 * Department of Neuroradiology, University Hospital Heidelberg（神经放射科，海德堡大学医院） ； School of Electrical Engineering and Automation, Wuhan University（电气工程与自动化学院，武汉大学） ； Momoni AI ； Department of Stomatology, Shenzhen People’s Hospital（口腔科，深圳人民医院） ； College of Science and Engineering, James Cook University（科学与工程学院，詹姆斯库克大学） ； Department of Game Design, Faculty of Arts, Uppsala University（游戏设计系，艺术学院，乌普萨拉大学） ； School of Computer Science, University of Sydney（计算机科学学院，悉尼大学） ； School of Biomedical Engineering, The University of Sydney（生物医学工程学院，悉尼大学） 纠错

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Recent Advances in Medical Image Classification

Loan Dao, Ngoc Quoc Ly

专题命中 医学影像 ：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Journal ref International Journal of Advanced Computer Science and Applications(ijacsa), 15(7), 2024

A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks

Loan Dao, Ngoc Quoc Ly

专题命中 医学影像 ：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Journal ref International Journal of Advanced Computer Science and Applications(IJACSA), 14(3), 2023

Multi-modal brain MRI synthesis based on SwinUNETR

Haowen Pang, Weiyan Guo, Chuyang Ye

机构 * School of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing, China（集成电路与电子学院，北京理工大学，北京，中国） 纠错

专题命中 医学影像 ：MRI(title,abstract)；medical image(abstract)；分类 cs.CV、eess.IV

Comments 9 pages, 5 figures

Alzheimers Disease Classification in Functional MRI With 4D Joint Temporal-Spatial Kernels in Novel 4D CNN Model

Javier Salazar Cavazos, Scott Peltier

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Published in International Society for Magnetic Resonance in Medicine (ISMRM) 2025 under submission number 3398

Journal ref Proc. Intl. Soc. Mag. Reson. Med. 33 (2025) ISSN# 1545-4428, abstract #3398

MRI Image Generation Based on Text Prompts

Xinxian Fan, Mengye Lyu

专题命中 医学影像 ：MRI(title,abstract)；medical AI(abstract)；分类 cs.CV、eess.IV

BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis

Moinak Bhattacharya, Saumya Gupta, Annie Singh, Chao Chen, Gagandeep Singh, Prateek Prasanna

机构 * Biomedical Informatics Stony Brook University, US（生物医学信息学 石溪大学, 美国） ； Computer Science Stony Brook University, US（计算机科学 石溪大学, 美国） ； Ram Manohar Lohia Hospital, India（拉曼·哈里奥特医院 印度） ； Radiology Columbia University, US（放射学 纽约大学, 美国） 纠错

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

LEAVS: An LLM-based Labeler for Abdominal CT Supervision

Ricardo Bigolin Lanfredi, Yan Zhuang, Mark Finkelstein, Praveen Thoppey Srinivasan Balamuralikrishna, Luke Krembs, Brandon Khoury, Arthi Reddy, Pritam Mukherjee, Neil M. Rofsky, Ronald M. Summers

机构 * National Institutes of Health Clinical Center（美国国家卫生研究院临床中心） ； Icahn School of Medicine at Mount Sinai（伊坎医学院） ； Walter Reed National Military Medical Center（沃尔特·里德国家军事医疗中心） 纠错

专题命中 医学影像 ：CT(title,abstract)；radiology(abstract)；分类 cs.CV、eess.IV

Comments Early acceptance (top 9% of submissions) for MICCAI 2025

SUFFICIENT: A scan-specific unsupervised deep learning framework for high-resolution 3D isotropic fetal brain MRI reconstruction

Jiangjie Wu, Lixuan Chen, Zhenghao Li, Xin Li, Saban Ozturk, Lihui Wang, Rongpin Wang, Hongjiang Wei, Yuyao Zhang

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Anatomy-Guided Multitask Learning for MRI-Based Classification of Placenta Accreta Spectrum and its Subtypes

Hai Jiang, Qiongting Liu, Yuanpin Zhou, Jiawei Pan, Ting Song, Yao Lu

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Liver Cirrhosis Stage Estimation from MRI with Deep Learning

Jun Zeng, Debesh Jha, Ertugrul Aktas, Elif Keles, Alpay Medetalibeyoglu, Matthew Antalek, Federica Proietto Salanitri, Amir A. Borhani, Daniela P. Ladner, Gorkem Durak, Ulas Bagci

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 7 pages, 1 figure

MedBLIP: Fine-tuning BLIP for Medical Image Captioning

Manshi Limbu, Diwita Banerjee

机构 * George Mason University（乔治·马歇尔大学） 纠错

专题命中 医学影像 ：medical image(title,abstract)；radiology(abstract)；分类 cs.CV、eess.IV

XDementNET: An Explainable Attention Based Deep Convolutional Network to Detect Alzheimer Progression from MRI data

Soyabul Islam Lincoln, Mirza Mohd Shahriar Maswood

机构 * Dept. of Electronics and Communication Engineering Khulna University of Engineering & Technology（电子与通信工程系 Khulna 工程技术大学） 纠错

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 20 pages, 12 figures,

CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction

Zhiting Zheng, Shuqi Wu, Wen Ding

专题命中 医学影像 ：CT(title,abstract)；medical image(abstract)；分类 cs.CV、eess.IV

High Accuracy Pulmonary Vessel Segmentation for Contrast and Non-contrast CT Images and Clinical Evaluation

Ying Ming, Shaoze Luo, Longfei Zhao, Ruijie Zhao, Bing Li, Qiqi Xu, Wei Song

专题命中 医学影像 ：CT(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Visual clinical evaluation results were added in v2 Comparison with the latest techniques were added Authors were updated

Multi-modal MRI Translation via Evidential Regression and Distribution Calibration

Jiyao Liu, Shangqi Gao, Yuxin Li, Lihao Liu, Xin Gao, Zhaohu Xing, Junzhi Ning, Yanzhou Su, Xiao-Yong Zhang, Junjun He, Ningsheng Xu, Xiahai Zhuang

机构 * Fudan University（复旦大学） ； University of Cambridge（剑桥大学） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； Fuzhou University（福州市大学） ； Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Early accepted by MICCAI 2025

MOSAIC: A Multi-View 2.5D Organ Slice Selector with Cross-Attentional Reasoning for Anatomically-Aware CT Localization in Medical Organ Segmentation

Hania Ghouse, Muzammil Behzad

机构 * King Fahd University of Petroleum and Minerals（国王法赫德石油和矿产大学） 纠错

专题命中 医学影像 ：CT(title,abstract)；medical image(abstract)；分类 cs.CV、eess.IV

IMPACT: A Generic Semantic Loss for Multimodal Medical Image Registration

Valentin Boussot, Cédric Hémon, Jean-Claude Nunes, Jason Dowling, Simon Rouzé, Caroline Lafond, Anaïs Barateau, Jean-Louis Dillenseger

机构 * Univ. Rennes, CLCC Eugene Marquis, INSERM, LTSI - UMR 1099（里昂大学、CLCC Eugene Marquis、INSERM、LTSI - UMR 1099） ； CSIRO Australian e-Health Research Centre（澳大利亚e-Health研究中心） ； CHU Rennes, Department of Cardio-Thoracic and Vascular Surgery（里昂大学医院、心胸和血管外科部门） 纠错

专题命中 医学影像 ：medical image(title)；CT(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). This is a preprint version and has not been peer-reviewed

Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation

Puru Vaish, Felix Meister, Tobias Heimann, Christoph Brune, Jelmer M. Wolterink

专题命中 医学影像 ：MRI(title,abstract)；medical image(abstract)；分类 cs.CV、cs.LG

Comments Accepted at MIDL 2025

Skeleton-Guided Diffusion Model for Accurate Foot X-ray Synthesis in Hallux Valgus Diagnosis

Midi Wan, Pengfei Li, Yizhuo Liang, Di Wu, Yushan Pan, Guangzhen Zhu, Hao Wang

机构 * Xidian University（西安电子科技大学） ； Beijing Tongren Hospital（北京同仁医院） ； Capital Medical University（首都医科大学） ； Norwegian University of Science and Technology（挪威科学技术大学） ； Xi’an Jiaotong–Liverpool University（西安交大利物浦大学） ； Chongqing Jiaotong University（重庆交通大学） 纠错

专题命中 医学影像 ：diagnosis(title,abstract)；medical image(abstract)；分类 cs.CV、eess.IV

MAISY: Motion-Aware Image SYnthesis for Medical Image Motion Correction

Andrew Zhang, Hao Wang, Shuchang Ye, Michael Fulham, Jinman Kim

专题命中 医学影像 ：medical image(title,abstract)；CT(abstract)；分类 cs.CV、eess.IV

How You Split Matters: Data Leakage and Subject Characteristics Studies in Longitudinal Brain MRI Analysis

Dewinda Julianensi Rumala

专题命中 医学影像 ：MRI(title,abstract)；medical image(abstract)；分类 cs.CV、eess.IV

Comments submitted to MICCAI FAIMI 2023

Journal ref MICCAI FAIMI 2023

Advancing 3D Medical Image Segmentation: Unleashing the Potential of Planarian Neural Networks in Artificial Intelligence

Ziyuan Huang, Kevin Huggins, Srikar Bellur

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；分类 cs.CV、eess.IV

Comments 36 pages, 8 figures, 21 tables

SAM-Guided Robust Representation Learning for One-Shot 3D Medical Image Segmentation

Jia Wang, Yunan Mei, Jiarui Liu, Xin Fan

机构 * School of Software Technology, Dalian University of Technology（大连理工大学软件学院） 纠错

专题命中 医学影像 ：medical image(title,abstract)；CT(abstract)；分类 cs.CV、eess.IV

Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a Multi-Agentic RAG

Hasan Md Tusfiqur Alam, Devansh Srivastav, Md Abdul Kadir, Daniel Sonntag

机构 * German Research Center for Artificial Intelligence (DFKI)（德国人工智能研究中心（DFKI）） ； University of Oldenburg（奥尔登堡大学） 纠错

专题命中 医学影像 ：radiology(title,abstract)；medical image(abstract)；分类 cs.CV、eess.IV

Comments Accepted in the 47th European Conference for Information Retrieval (ECIR) 2025

Journal ref Lecture Notes in Computer Science (LNCS) 2025, Volume 15574

NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentation

Kristine Sørensen, Oscar Camara, Ole de Backer, Klaus Kofoed, Rasmus Paulsen

专题命中 医学影像 ：medical image(title,abstract)；CT(abstract)；分类 cs.CV、eess.IV

Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art Performance

Oliver Mills, Philip Conaghan, Nishant Ravikumar, Samuel Relton

机构 * University of Leeds（利兹大学） ； NIHR Leeds Biomedical Research Centre（尼日利亚健康研究委员会利兹生物医学研究中心） 纠错

专题命中 医学影像 ：MRI(title,abstract)；medical image(abstract)；分类 cs.CV、eess.IV

Comments Work accepted at BMVC 2024. Minor changes to the camera-ready version since acceptance include a corrected running header and the addition of an Acknowledgments section (including code availability)