医学 AI - arXivDaily 专题

2509.06169 2025-09-09 cs.LG cs.AI 70%

Reasoning Language Model for Personalized Lung Cancer Screening

Chuang Niu, Ge Wang

机构 * Department of Biomedical Engineering, School of Engineering, Center for Computational Innovations, Center for Biotechnology & Interdisciplinary Studies（生物医学工程系、工程学院、计算创新中心、生物技术与跨学科研究所以及中心）

专题命中诊断辅助：CT(abstract)；radiology(abstract)；分类 cs.LG

2310.00795 2025-08-18 cs.LG cs.AI 70%

Recent Advances in Generative AI for Healthcare Applications

Yasin Shokrollahi, Jose Colmenarez, Wenxi Liu, Sahar Yarmohammadtoosky, Matthew M. Nikahd, Pengfei Dong, Xianqi Li, Linxia Gu

专题命中诊断辅助：diagnosis(abstract)；radiology(abstract)；分类 cs.LG

Comments 51 pages, 16 figures, 1table

2404.06798 2025-08-07 cs.CV 70%

Uncertainty-aware Medical Diagnostic Phrase Identification and Grounding

Ke Zou, Yang Bai, Bo Liu, Yidi Chen, Zhihao Chen, Yang Zhou, Xuedong Yuan, Meng Wang, Xiaojing Shen, Xiaochun Cao, Yih Chung Tham, Huazhu Fu

机构 * College of Computer Science, Sichuan University（四川大学计算机学院）； Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR)（新加坡科技研究局高性能计算研究所）； Department of Computing, The Hong Kong Polytechnic University（香港理工大学计算机系）； Department of Radiology, West China Hospital, Sichuan University（四川大学华西医院放射科）； College of Intelligence and Computing, Tianjin University（天津大学智能与计算学院）； Department of Mathematics, Sichuan University（四川大学数学系）； School of Cyber Science and Technology, Shenzhen Campus of Sun Yat-Sen University（中山大学深圳校区网络科学与技术学院）； Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and the Singapore Eye Research Institute, Singapore National Eye Centre（新加坡国立大学 Yong Loo Lin 医学院眼科系及新加坡眼科研所、新加坡国家眼科中心）

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)；分类 cs.CV

Comments 17 pages, 6 figures

2506.07559 2025-06-10 cs.CV 70%

Cross-channel Perception Learning for H&E-to-IHC Virtual Staining

Hao Yang, JianYu Wu, Run Fang, Xuelian Zhao, Yuan Ji, Zhiyu Chen, Guibin He, Junceng Guo, Yang Liu, Xinhua Zeng

机构 * College of Intelligent Robotics and Advanced Manufacturing（智能机器人与先进制造学院）； Department of Pathology, Zhongshan Hospital, Fudan University（复旦大学中山医院病理科）； Yiwu Research Institute, Fudan University（义乌研究院）； Department of Computer Science, The University of Toronto（多伦多大学计算机科学系）

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.CV

2505.19954 2025-05-27 cs.LG cs.CL 70%

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning

Andrew Zamai, Nathanael Fijalkow, Boris Mansencal, Laurent Simon, Eloi Navet, Pierrick Coupe

机构 * Univ. Bordeaux（波尔多大学）； CNRS Bordeaux INP LaBRI UMR 5800（法国国家科学研究中心波尔多研究所LaBRI UMR 5800）； F-33400 Talence France（法国塔兰斯（Talence））

专题命中诊断辅助：diagnosis(abstract)；radiology(abstract)；分类 cs.LG

2505.08086 2025-05-14 cs.CV 70%

Multi-modal wound classification using wound image and location by Xception and Gaussian Mixture Recurrent Neural Network (GMRNN)

Ramin Mousa, Ehsan Matbooe, Hakimeh Khojasteh, Amirali Bengari, Mohammadmahdi Vahediahmar

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)；分类 cs.CV

2504.03135 2025-04-11 cs.CV cs.AI 70%

Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion

Junkai Zhang, Bin Li, Shoujun Zhou, Yue Du

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)；分类 cs.CV

2406.14977 2025-04-03 cs.AI eess.IV 70%

Trustworthy Enhanced Multi-view Multi-modal Alzheimer's Disease Prediction with Brain-wide Imaging Transcriptomics Data

Shan Cong, Zhoujie Fan, Hongwei Liu, Yinghan Zhang, Xin Wang, Haoran Luo, Xiaohui Yao

专题命中诊断辅助：MRI(abstract)；diagnosis(abstract)；分类 eess.IV

2503.18141 2025-03-25 cs.CV 70%

AGIR: Assessing 3D Gait Impairment with Reasoning based on LLMs

Diwei Wang, Cédric Bobenrieth, Hyewon Seo

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.CV

2405.14770 2025-03-12 eess.IV 70%

Physics-informed Score-based Diffusion Model for Limited-angle Reconstruction of Cardiac Computed Tomography

Shuo Han, Yongshun Xu, Dayang Wang, Bahareh Morovati, Li Zhou, Jonathan S. Maltz, Ge Wang, Hengyong Yu

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 eess.IV

Comments 12 pages

2501.01959 2025-01-07 cs.CV cs.AI cs.CE 70%

STEAM-EEG: Spatiotemporal EEG Analysis with Markov Transfer Fields and Attentive CNNs

Jiahao Qin, Feng Liu

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.CV

Comments 10 pages, 5 figures

2412.13736 2024-12-19 cs.CV 70%

MedCoT: Medical Chain of Thought via Hierarchical Expert

Jiaxiang Liu, Yuan Wang, Jiawei Du, Joey Tianyi Zhou, Zuozhu Liu

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.CV

Journal ref EMNLP 2024

2412.05312 2024-12-10 cs.LG 70%

Self-Supervised Learning for Graph-Structured Data in Healthcare Applications: A Comprehensive Review

Safa Ben Atitallah, Chaima Ben Rabah, Maha Driss, Wadii Boulila, Anis Koubaa

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)；分类 cs.LG

Comments 46 pages, 8 figures

2412.02805 2024-12-05 cs.CV 70%

STORM: Strategic Orchestration of Modalities for Rare Event Classification

Payal Kamboj, Ayan Banerjee, Sandeep K. S. Gupta

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.CV

Comments Accepted in IEEE Asilomar Conference on Signals, Systems, and Computers, 2024

2411.16475 2024-11-26 eess.SY cs.LG cs.SY 70%

NonSysId: A nonlinear system identification package with improved model term selection for NARMAX models

Rajintha Gunawardena, Zi-Qiang Lang, Fei He

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.LG

Comments 14 pages, 7 figures

2411.12195 2024-11-20 cs.CV 70%

A Survey of Medical Vision-and-Language Applications and Their Techniques

Qi Chen, Ruoshan Zhao, Sinuo Wang, Vu Minh Hieu Phan, Anton van den Hengel, Johan Verjans, Zhibin Liao, Minh-Son To, Yong Xia, Jian Chen, Yutong Xie, Qi Wu

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)；分类 cs.CV

2409.01725 2024-10-11 cs.CV 70%

4D-CAT: Synthesis of 4D Coronary Artery Trees from Systole and Diastole

Daosong Hu, Ruomeng Wang, Liang Zhao, Mingyue Cui, Song Ding, Kai Huang

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV

2406.06627 2024-10-10 cs.LG 70%

Rapid Review of Generative AI in Smart Medical Applications

Yuan Sun, Jorge Ortiz

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)；分类 cs.LG

2409.10576 2024-09-19 cs.CL cs.IR cs.LG 70%

Language Models and Retrieval Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports

Mohamed Sobhi Jabal, Pranav Warman, Jikai Zhang, Kartikeye Gupta, Ayush Jain, Maciej Mazurowski, Walter Wiggins, Kirti Magudia, Evan Calabrese

专题命中诊断辅助：pathology(abstract)；radiology(abstract)；分类 cs.LG

2407.11375 2024-07-17 cs.CV 70%

Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain

Hyeon Bae Kim, Yong Hyun Ahn, Seong Tae Kim

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)；分类 cs.CV

Comments MICCAI 2024

2406.02608 2024-06-06 eess.AS cs.AI cs.LG 70%

PPINtonus: Early Detection of Parkinson's Disease Using Deep-Learning Tonal Analysis

Varun Reddy

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.LG

2402.04958 2024-05-30 cs.CV 70%

Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation

Pedro Vianna, Muawiz Chaudhary, Paria Mehrbod, An Tang, Guy Cloutier, Guy Wolf, Michael Eickenberg, Eugene Belilovsky

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.CV

Comments Accepted at the Conference on Lifelong Learning Agents (CoLLAs) 2024

2403.15684 2024-03-26 cs.CV 70%

The Limits of Perception: Analyzing Inconsistencies in Saliency Maps in XAI

Anna Stubbin, Thompson Chyrikov, Jim Zhao, Christina Chajo

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV

Comments 7 pages, 1 figure, 2 tables

2403.07126 2024-03-13 stat.AP cs.CV 70%

Heterogeneous Image-based Classification Using Distributional Data Analysis

Alec Reinhardt, Newsha Nikzad, Raven J. Hollis, Galia Jacobson, Millicent A. Roach, Mohamed Badawy, Peter Chul Park, Laura Beretta, Prasun K Jalal, David T. Fuentes, Eugene J. Koay, Suprateek Kundu

专题命中诊断辅助：MRI(abstract)；diagnosis(abstract)；分类 cs.CV

Comments 16, 2 figures, 3 tables

2401.15780 2024-01-30 cs.CL cs.LG 70%

Fine-Tuned Large Language Models for Symptom Recognition from Spanish Clinical Text

Mai A. Shaaban, Abbas Akkasi, Adnan Khan, Majid Komeili, Mohammad Yaqub

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.LG

2401.13301 2024-01-25 cs.LG 70%

Classification of Radiologically Isolated Syndrome and Clinically Isolated Syndrome with Machine-Learning Techniques

V Mato-Abad, A Labiano-Fontcuberta, S Rodriguez-Yanez, R Garcia-Vazquez, CR Munteanu, J Andrade-Garda, A Domingo-Santos, V Galan Sanchez-Seco, Y Aladro, ML Martinez-Gines, L Ayuso, J Benito-Leon

专题命中诊断辅助：MRI(abstract)；diagnosis(abstract)；分类 cs.LG

Comments 24 pages, 2 tables

2312.07623 2023-12-14 cs.CV 70%

Supervised Contrastive Learning for Fine-grained Chromosome Recognition

Ruijia Chang, Suncheng Xiang, Chengyu Zhou, Kui Su, Dahong Qian, Jun Wang

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.CV

2310.11645 2023-10-19 cs.CV 70%

Towards Abdominal 3-D Scene Rendering from Laparoscopy Surgical Videos using NeRFs

Khoa Tuan Nguyen, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Joris Vankerschaver, Wesley De Neve

专题命中诊断辅助：medical AI(abstract)；diagnosis(abstract)；分类 cs.CV

Comments The Version of Record of this contribution is published in MLMI 2023 Part I, and is available online at https://doi.org/10.1007/978-3-031-45673-2_9

2310.11641 2023-10-19 eess.IV cs.AI physics.med-ph 70%

Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence

Yirong Zhou, Yanhuang Wu, Yuhan Su, Jing Li, Jianyun Cai, Yongfu You, Di Guo, Xiaobo Qu

专题命中诊断辅助：MRI(abstract)；diagnosis(abstract)；分类 eess.IV

Comments 4pages, 5figures, letters

2303.01672 2023-10-16 eess.IV 70%

Self-supervised Learning for Gastrointestinal Pathologies Endoscopy Image Classification with Triplet Loss

Tai Nguyen-D-P

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 eess.IV

Comments arXiv admin comment: This version has been removed by arXiv administrators as the submitter did not have the rights to agree to the license at the time of submission

1. 诊断辅助 8234 篇

Reasoning Language Model for Personalized Lung Cancer Screening

Recent Advances in Generative AI for Healthcare Applications

Uncertainty-aware Medical Diagnostic Phrase Identification and Grounding

Cross-channel Perception Learning for H&E-to-IHC Virtual Staining

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning

Multi-modal wound classification using wound image and location by Xception and Gaussian Mixture Recurrent Neural Network (GMRNN)

Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion

Trustworthy Enhanced Multi-view Multi-modal Alzheimer's Disease Prediction with Brain-wide Imaging Transcriptomics Data

AGIR: Assessing 3D Gait Impairment with Reasoning based on LLMs

Physics-informed Score-based Diffusion Model for Limited-angle Reconstruction of Cardiac Computed Tomography

STEAM-EEG: Spatiotemporal EEG Analysis with Markov Transfer Fields and Attentive CNNs

MedCoT: Medical Chain of Thought via Hierarchical Expert

Self-Supervised Learning for Graph-Structured Data in Healthcare Applications: A Comprehensive Review

STORM: Strategic Orchestration of Modalities for Rare Event Classification

NonSysId: A nonlinear system identification package with improved model term selection for NARMAX models

A Survey of Medical Vision-and-Language Applications and Their Techniques

4D-CAT: Synthesis of 4D Coronary Artery Trees from Systole and Diastole

Rapid Review of Generative AI in Smart Medical Applications

Language Models and Retrieval Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports

Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain

PPINtonus: Early Detection of Parkinson's Disease Using Deep-Learning Tonal Analysis

Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation

The Limits of Perception: Analyzing Inconsistencies in Saliency Maps in XAI

Heterogeneous Image-based Classification Using Distributional Data Analysis

Fine-Tuned Large Language Models for Symptom Recognition from Spanish Clinical Text

Classification of Radiologically Isolated Syndrome and Clinically Isolated Syndrome with Machine-Learning Techniques

Supervised Contrastive Learning for Fine-grained Chromosome Recognition

Towards Abdominal 3-D Scene Rendering from Laparoscopy Surgical Videos using NeRFs

Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence

Self-supervised Learning for Gastrointestinal Pathologies Endoscopy Image Classification with Triplet Loss