医学 AI

Low-Rank Adaptive Structural Priors for Generalizable Diabetic Retinopathy Grading

Yunxuan Wang, Ray Yin, Yumei Tan, Hao Chen, Haiying Xia

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Accepted by IJCNN 2025

The use of Multi-domain Electroencephalogram Representations in the building of Models based on Convolutional and Recurrent Neural Networks for Epilepsy Detection

Luiz Antonio Nicolau Anghinoni, Gustavo Weber Denardin, Jadson Castro Gertrudes, Dalcimar Casanova, Jefferson Tales Oliva

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Spectral Bias Correction in PINNs for Myocardial Image Registration of Pathological Data

Bastien C. Baluyot, Marta Varela, Chen Qin

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 6 pages, 3 figures, 3 tables

CF-CAM: Cluster Filter Class Activation Mapping for Reliable Gradient-Based Interpretability

Hongjie He, Xu Pan, Yudong Yao

机构 * School of Physics, Mathematics, and Computing（物理、数学与计算学院） ； University of Western Australia（西澳大学） ； Hefei University of Technology（合肥工业大学） ； Department of Electrical and Computer Engineering（电气与计算机工程系） ； Stevens Institute of Technology（史蒂文斯理工学院） 纠错

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

Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language Model

Meng Wang, Tian Lin, Aidi Lin, Kai Yu, Yuanyuan Peng, Lianyu Wang, Cheng Chen, Ke Zou, Huiyu Liang, Man Chen, Xue Yao, Meiqin Zhang, Binwei Huang, Chaoxin Zheng, Peixin Zhang, Wei Chen, Yilong Luo, Yifan Chen, Honghe Xia, Tingkun Shi, Qi Zhang, Jinming Guo, Xiaolin Chen, Jingcheng Wang, Yih Chung Tham, Dianbo Liu, Wendy Wong, Sahil Thakur, Beau Fenner, Danqi Fang, Siying Liu, Qingyun Liu, Yuqiang Huang, Hongqiang Zeng, Yanda Meng, Yukun Zhou, Zehua Jiang, Minghui Qiu, Changqing Zhang, Xinjian Chen, Sophia Y. Wang, Cecilia S. Lee, Lucia Sobrin, Carol Y Cheung, Chi Pui Pang, Pearse A. Keane, Ching-Yu Cheng, Haoyu Chen, Huazhu Fu

机构 * Centre for Innovation & Precision Eye Health（创新与精准眼科健康中心） ； Yong Loo Lin School of Medicine（尤洛林医学院） ； National University of Singapore（新加坡国立大学） ； Department of Ophthalmology（眼科部门） ； Joint Shantou International Eye Center（汕尾国际眼科中心） ； Shantou University（汕尾大学） ； Chinese University of Hong Kong（香港中文大学） ； Department of Radiology（放射科部门） ； University of Pennsylvania（宾夕法尼亚大学） ； School of Biomedical Engineering（生物医学工程学院） ； College of Computer Science and Technology（计算机科学与技术学院） ； Center of Advanced Medical Computing and Analysis（先进医学计算与分析中心） ； National Key Laboratory of Fundamental Science on Synthetic Vision and the College of Computer Science（合成视觉基础科学国家实验室和计算机科学学院） ； Big Vision Medical Technology Ltd.（大视觉医疗科技有限公司） ； Singapore Eye Research Institute（新加坡眼科研究院） ； Singapore National Eye Centre（新加坡国家眼科中心） ； Ophthalmology & Visual Sciences Academic Clinical Program (EYE ACP)（眼科与视觉科学学术临床计划） ； The Chinese University of Hong Kong（香港中文大学） ； Shenzhen Longgang E.N.T Hospital（深圳龙岗耳鼻喉医院） ； Dongguan Songshan Lake Central Hospital（东莞松山湖中心医院） ； Department of Computer Science（计算机科学部门） ； University of Exeter（埃克塞特大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Progressive Transfer Learning for Multi-Pass Fundus Image Restoration

Uyen Phan, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 13 pages, 12 figures including appendix

Interpretable Automatic Rosacea Detection with Whitened Cosine Similarity

Chengyu Yang, Chengjun Liu

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Current and future roles of artificial intelligence in retinopathy of prematurity

Ali Jafarizadeh, Shadi Farabi Maleki, Parnia Pouya, Navid Sobhi, Mirsaeed Abdollahi, Siamak Pedrammehr, Chee Peng Lim, Houshyar Asadi, Roohallah Alizadehsani, Ru-San Tan, Sheikh Mohammad Shariful Islam, U. Rajendra Acharya

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 28 pages, 8 figures, 2 tables, 235 references, 1 supplementary table

Investigation of intelligent barbell squat coaching system based on computer vision and machine learning

Yinq-Rong Chern, Yuhao Lee, Hsiao-Ching Lin, Guan-Ting Chen, Ying-Hsien Chen, Fu-Sung Lin, Chih-Yao Chuang, Jenn-Jier James Lien, Chih-Hsien Huang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Retinal Fundus Multi-Disease Image Classification using Hybrid CNN-Transformer-Ensemble Architectures

Deependra Singh, Saksham Agarwal, Subhankar Mishra

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

Comments 17 pages, 3 figures, 7 tables. Conference paper presented at the International Health Informatics Conference (IHIC 2023)

Journal ref In: Proceedings of the International Health Informatics Conference (IHIC 2023). Lecture Notes in Networks and Systems, vol. 1113, Springer, Singapore, pp. 103-120 (2025)

Adaptive Wavelet Filters as Practical Texture Feature Amplifiers for Parkinson's Disease Screening in OCT

Xiaoqing Zhang, Hanfeng Shi, Xiangyu Li, Haili Ye, Tao Xu, Na Li, Yan Hu, Fan Lv, Jiangfan Chen, Jiang Liu

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Time-to-Event Pretraining for 3D Medical Imaging

Zepeng Huo, Jason Alan Fries, Alejandro Lozano, Jeya Maria Jose Valanarasu, Ethan Steinberg, Louis Blankemeier, Akshay S. Chaudhari, Curtis Langlotz, Nigam H. Shah

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

Comments 34 pages, 19 figures

VasTSD: Learning 3D Vascular Tree-state Space Diffusion Model for Angiography Synthesis

Zhifeng Wang, Renjiao Yi, Xin Wen, Chenyang Zhu, Kai Xu

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

MobiVital: Self-supervised Time-series Quality Estimation for Contactless Respiration Monitoring Using UWB Radar

Ziqi Wang, Derek Hua, Wenjun Jiang, Tianwei Xing, Xun Chen, Mani Srivastava

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、eess.SP

DAMM-Diffusion: Learning Divergence-Aware Multi-Modal Diffusion Model for Nanoparticles Distribution Prediction

Junjie Zhou, Shouju Wang, Yuxia Tang, Qi Zhu, Daoqiang Zhang, Wei Shao

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Accepted by CVPR 2025

CREATE-FFPE: Cross-Resolution Compensated and Multi-Frequency Enhanced FS-to-FFPE Stain Transfer for Intraoperative IHC Images

Yiyang Lin, Danling Jiang, Xinyu Liu, Yun Miao, Yixuan Yuan

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence

Jianing Qiu, Jian Wu, Hao Wei, Peilun Shi, Minqing Zhang, Yunyun Sun, Lin Li, Hanruo Liu, Hongyi Liu, Simeng Hou, Yuyang Zhao, Xuehui Shi, Junfang Xian, Xiaoxia Qu, Sirui Zhu, Lijie Pan, Xiaoniao Chen, Xiaojia Zhang, Shuai Jiang, Kebing Wang, Chenlong Yang, Mingqiang Chen, Sujie Fan, Jianhua Hu, Aiguo Lv, Hui Miao, Li Guo, Shujun Zhang, Cheng Pei, Xiaojuan Fan, Jianqin Lei, Ting Wei, Junguo Duan, Chun Liu, Xiaobo Xia, Siqi Xiong, Junhong Li, Benny Lo, Yih Chung Tham, Tien Yin Wong, Ningli Wang, Wu Yuan

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Journal ref The latest VisionFM work has been published in NEJM AI, 2024

GEFM: Graph-Enhanced EEG Foundation Model

Limin Wang, Toyotaro Suzumura, Hiroki Kanezashi

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Self-supervised Domain Adaptation for Breaking the Limits of Low-quality Fundus Image Quality Enhancement

Qingshan Hou, Peng Cao, Jiaqi Wang, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaiane

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Practical X-ray Gastric Cancer Diagnostic Support Using Refined Stochastic Data Augmentation and Hard Boundary Box Training

Hideaki Okamoto, Quan Huu Cap, Takakiyo Nomura, Kazuhito Nabeshima, Jun Hashimoto, Hitoshi Iyatomi

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 20 pages, 6 figures

Journal ref Artificial Intelligence in Medicine, 103075, 2025

Convolutional Neural Networks based Focal Loss for Class Imbalance Problem: A Case Study of Canine Red Blood Cells Morphology Classification

Kitsuchart Pasupa, Supawit Vatathanavaro, Suchat Tungjitnob

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Journal ref Journal of Ambient Intelligence and Humanized Computing, 14, 15259--15275 (2023)

Advanced Assessment of Stroke in Retinal Fundus Imaging with Deep Multi-view Learning

Aysen Degerli, Mika Hilvo, Juha Pajula, Petri Huhtinen, Pekka Jäkälä

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Review and Recommendations for using Artificial Intelligence in Intracoronary Optical Coherence Tomography Analysis

Xu Chen, Yuan Huang, Benn Jessney, Jason Sangha, Sophie Gu, Carola-Bibiane Schönlieb, Martin Bennett, Michael Roberts

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Deep Learning-Powered Classification of Thoracic Diseases in Chest X-Rays

Yiming Lei, Michael Nguyen, Tzu Chia Liu, Hyounkyun Oh

专题命中 诊断辅助 ：medical image(abstract)；分类 cs.CV、eess.IV

Fundus Image Quality Assessment and Enhancement: a Systematic Review

Heng Li, Haojin Li, Mingyang Ou, Xiangyang Yu, Xiaoqing Zhang, Ke Niu, Huazhu Fu, Jiang Liu

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Deformable Image Registration of Dark-Field Chest Radiographs for Local Lung Signal Change Assessment

Fabian Drexel, Vasiliki Sideri-Lampretsa, Henriette Bast, Alexander W. Marka, Thomas Koehler, Florian T. Gassert, Daniela Pfeiffer, Daniel Rueckert, Franz Pfeiffer

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 10 pages, 6 figures

Confidence-Driven Deep Learning Framework for Early Detection of Knee Osteoarthritis

Zhe Wang, Aladine Chetouani, Yung Hsin Chen, Yuhua Ru, Fang Chen, Mohamed Jarraya, Fabian Bauer, Liping Zhang, Didier Hans, Rachid Jennane

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

EEG-ReMinD: Enhancing Neurodegenerative EEG Decoding through Self-Supervised State Reconstruction-Primed Riemannian Dynamics

Zirui Wang, Zhenxi Song, Yi Guo, Yuxin Liu, Guoyang Xu, Min Zhang, Zhiguo Zhang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends

Duy M. H. Nguyen, Hasan Md Tusfiqur Alam, Tai Nguyen, Devansh Srivastav, Hans-Juergen Profitlich, Ngan Le, Daniel Sonntag

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments First version

Addressing Challenges in Data Quality and Model Generalization for Malaria Detection

Kiswendsida Kisito Kabore, Desire Guel

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 22 pages, 17 figures, 17 tables, In: Journal of Sensor Networks and Data Communications (JSNDC). ISSN: 2994-6433. DOI: 10.33140/JSNDC.04.03.09