医学 AI - arXivDaily 专题

2412.09330 2024-12-13 eess.IV cs.CV 84%

Computer-Aided Osteoporosis Diagnosis Using Transfer Learning with Enhanced Features from Stacked Deep Learning Modules

Ayesha Siddiqua, Rakibul Hasan, Anichur Rahman, Abu Saleh Musa Miah

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

2410.24002 2024-11-01 eess.IV cs.CV 84%

Assessing the Efficacy of Classical and Deep Neuroimaging Biomarkers in Early Alzheimer's Disease Diagnosis

Milla E. Nielsen, Mads Nielsen, Mostafa Mehdipour Ghazi

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

Comments SPIE Medical Imaging (MI25)

2010.12967 2024-10-30 eess.IV cs.CV 84%

Automated triage of COVID-19 from various lung abnormalities using chest CT features

Dor Amran, Maayan Frid-Adar, Nimrod Sagie, Jannette Nassar, Asher Kabakovitch, Hayit Greenspan

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

Comments This work has been submitted to the IEEE for possible publication

2410.15847 2024-10-22 cs.CV cs.AI cs.LG 84%

Random Token Fusion for Multi-View Medical Diagnosis

Jingyu Guo, Christos Matsoukas, Fredrik Strand, Kevin Smith

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

Comments Originally published at the NeurIPS 2024 Workshop on Advancements In Medical Foundation Models: Explainability, Robustness, Security, and Beyond (AIM-FM)

2409.09052 2024-09-17 eess.IV cs.AI cs.CV 84%

OrthoDoc: Multimodal Large Language Model for Assisting Diagnosis in Computed Tomography

Youzhu Jin, Yichen Zhang

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

Comments 8 pages, 1 figure

2407.16962 2024-07-25 cs.AI cs.CV eess.IV 84%

Toward an Integrated Decision Making Framework for Optimized Stroke Diagnosis with DSA and Treatment under Uncertainty

Nur Ahmad Khatim, Ahmad Azmul Asmar Irfan, Amaliya Mata'ul Hayah, Mansur M. Arief

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

2406.07061 2024-06-12 eess.IV cs.CV 84%

Triage of 3D pathology data via 2.5D multiple-instance learning to guide pathologist assessments

Gan Gao, Andrew H. Song, Fiona Wang, David Brenes, Rui Wang, Sarah S. L. Chow, Kevin W. Bishop, Lawrence D. True, Faisal Mahmood, Jonathan T. C. Liu

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

Comments CVPR CVMI 2024

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, pp. 6955-6965

2405.12986 2024-05-28 eess.IV cs.AI cs.CV 84%

A Novel Feature Map Enhancement Technique Integrating Residual CNN and Transformer for Alzheimer Diseases Diagnosis

Saddam Hussain Khan

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

Comments 28 Pages, 11 Figures, 3 Tables

2405.14300 2024-05-24 eess.IV cs.CV 84%

Automatic diagnosis of cardiac magnetic resonance images based on semi-supervised learning

Hejun Huang, Zuguo Chen, Yi Huang, Guangqiang Luo, Chaoyang Chen, Youzhi Song

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

2404.16080 2024-04-26 eess.IV cs.AI cs.CV 84%

Enhancing Diagnosis through AI-driven Analysis of Reflectance Confocal Microscopy

Hong-Jun Yoon, Chris Keum, Alexander Witkowski, Joanna Ludzik, Tracy Petrie, Heidi A. Hanson, Sancy A. Leachman

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

2403.05606 2024-03-12 cs.LG cs.AI cs.CL cs.CV 84%

A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data

Yifan Wu, Yang Liu, Yue Yang, Michael S. Yao, Wenli Yang, Xuehui Shi, Lihong Yang, Dongjun Li, Yueming Liu, James C. Gee, Xuan Yang, Wenbin Wei, Shi Gu

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

2402.04267 2024-02-08 physics.med-ph cs.AI cs.CV eess.IV 84%

Application analysis of ai technology combined with spiral CT scanning in early lung cancer screening

Shulin Li, Liqiang Yu, Bo Liu, Qunwei Lin, Jiaxin Huang

专题命中诊断辅助：CT(title)；medical AI(abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments This article was accepted by Frontiers in Computing and Intelligent Systems https://drpress.org/ojs/index.php/fcis/article/view/15781. arXiv admin note: text overlap with arXiv:nlin/0508031 by other authors

2401.06780 2024-01-17 eess.IV cs.AI cs.CV 84%

HA-HI: Synergising fMRI and DTI through Hierarchical Alignments and Hierarchical Interactions for Mild Cognitive Impairment Diagnosis

Xiongri Shen, Zhenxi Song, Linling Li, Min Zhang, Lingyan Liang Honghai Liu, Demao Deng, Zhiguo Zhang

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

2308.07436 2023-08-16 eess.SP cs.LG 84%

A Hybrid Deep Spatio-Temporal Attention-Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals

Niloufar Delfan, Mohammadreza Shahsavari, Sadiq Hussain, Robertas Damaševičius, U. Rajendra Acharya

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

2308.05655 2023-08-11 eess.IV cs.CV 84%

Attention-based 3D CNN with Multi-layer Features for Alzheimer's Disease Diagnosis using Brain Images

Yanteng Zhang, Qizhi Teng, Xiaohai He, Tong Niu, Lipei Zhang, Yan Liu, Chao Ren

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

Comments 4 pages, 4 figures

Journal ref The 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2023

2306.05289 2023-06-09 eess.SP cs.LG 84%

Predictive and diagnosis models of stroke from hemodynamic signal monitoring

Luis García-Terriza, José L. Risco-Martín, Gemma Reig Roselló, José L. Ayala

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

Journal ref Medical & Biological Engineering & Computing, 59(6), pp. 1325-1337 (2021)

2304.09751 2023-04-20 cs.CV cs.AI cs.LG 84%

Skeleton-based action analysis for ADHD diagnosis

Yichun Li, Yi Li, Rajesh Nair, Syed Mohsen Naqvi

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

2303.15038 2023-04-17 eess.IV cs.CV 84%

Image Quality-aware Diagnosis via Meta-knowledge Co-embedding

Haoxuan Che, Siyu Chen, Hao Chen

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

Comments Accepted by CVPR 2023

2211.15192 2022-11-29 eess.IV cs.CV 84%

Deep Grading based on Collective Artificial Intelligence for AD Diagnosis and Prognosis

Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé

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

Comments arXiv admin note: substantial text overlap with arXiv:2206.03247

2209.11372 2022-09-26 cs.LG cs.CV 84%

Tensor-Based Multi-Modality Feature Selection and Regression for Alzheimer's Disease Diagnosis

Jun Yu, Zhaoming Kong, Liang Zhan, Li Shen, Lifang He

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

Journal ref 2022 8th International Conference on Bioinformatics and Biosciences

2209.10425 2022-09-22 eess.IV cs.CV 84%

Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis

Yumin Zhang, Yawen Hou, Xiuyi Chen, Hongyuan Yu, Long Xia

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

2208.00768 2022-08-02 eess.IV cs.CV 84%

Brain Tumor Diagnosis and Classification via Pre-Trained Convolutional Neural Networks

Dmytro Filatov, Ghulam Nabi Ahmad Hassan Yar

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

2206.15069 2022-07-01 eess.IV cs.CV 84%

PVT-COV19D: Pyramid Vision Transformer for COVID-19 Diagnosis

Lilang Zheng, Jiaxuan Fang, Xiaorun Tang, Hanzhang Li, Jiaxin Fan, Tianyi Wang, Rui Zhou, Zhaoyan Yan

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

Comments 8 pages,1 figure

2206.07417 2022-06-16 eess.IV cs.CV 84%

Interpretable differential diagnosis for Alzheimer's disease and Frontotemporal dementia

Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé

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

2204.02976 2022-05-16 eess.IV cs.CV 84%

Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis

Sheng Wang, Xi Ouyang, Tianming Liu, Qian Wang, Dinggang Shen

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

2103.03081 2022-05-11 cs.LG eess.IV 84%

An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works

Delaram Sadeghi, Afshin Shoeibi, Navid Ghassemi, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani, Mohammad Teshnehlab, Juan M. Gorriz, Fahime Khozeimeh, Yu-Dong Zhang, Saeid Nahavandi, U Rajendra Acharya

专题命中诊断辅助：diagnosis(title,abstract)；MRI(abstract)；分类 cs.LG、eess.IV

Journal ref Computers in Biology and Medicine, 2022, 105554

2205.02850 2022-05-09 eess.IV cs.AI cs.CV 84%

A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images

Tingting Zheng, Weixing chen, Shuqin Li, Hao Quan, Qun Bai, Tianhang Nan, Song Zheng, Xinghua Gao, Yue Zhao, Xiaoyu Cui

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

2202.12515 2022-02-28 eess.IV cs.CV 84%

Faithful learning with sure data for lung nodule diagnosis

Hanxiao Zhang, Liang Chen, Xiao Gu, Minghui Zhang, Yulei Qin, Feng Yao, Zhexin Wang, Yun Gu, Guang-Zhong Yang

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

2201.09421 2022-01-25 cs.CV eess.IV 84%

Mutual Attention-based Hybrid Dimensional Network for Multimodal Imaging Computer-aided Diagnosis

Yin Dai, Yifan Gao, Fayu Liu, Jun Fu

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

Comments 11 pages, 8 figures

2112.13686 2021-12-28 eess.IV cs.CV physics.med-ph 84%

Radiomic biomarker extracted from PI-RADS 3 patients support more eìcient and robust prostate cancer diagnosis: a multi-center study

Longfei Li, Rui Yang, Xin Chen, Cheng Li, Hairong Zheng, Yusong Lin, Zaiyi Liu, Shanshan Wang

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

1. 诊断辅助 8209 篇

Computer-Aided Osteoporosis Diagnosis Using Transfer Learning with Enhanced Features from Stacked Deep Learning Modules

Assessing the Efficacy of Classical and Deep Neuroimaging Biomarkers in Early Alzheimer's Disease Diagnosis

Automated triage of COVID-19 from various lung abnormalities using chest CT features

Random Token Fusion for Multi-View Medical Diagnosis

OrthoDoc: Multimodal Large Language Model for Assisting Diagnosis in Computed Tomography

Toward an Integrated Decision Making Framework for Optimized Stroke Diagnosis with DSA and Treatment under Uncertainty

Triage of 3D pathology data via 2.5D multiple-instance learning to guide pathologist assessments

A Novel Feature Map Enhancement Technique Integrating Residual CNN and Transformer for Alzheimer Diseases Diagnosis

Automatic diagnosis of cardiac magnetic resonance images based on semi-supervised learning

Enhancing Diagnosis through AI-driven Analysis of Reflectance Confocal Microscopy

A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data

Application analysis of ai technology combined with spiral CT scanning in early lung cancer screening

HA-HI: Synergising fMRI and DTI through Hierarchical Alignments and Hierarchical Interactions for Mild Cognitive Impairment Diagnosis

A Hybrid Deep Spatio-Temporal Attention-Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals

Attention-based 3D CNN with Multi-layer Features for Alzheimer's Disease Diagnosis using Brain Images

Predictive and diagnosis models of stroke from hemodynamic signal monitoring

Skeleton-based action analysis for ADHD diagnosis

Image Quality-aware Diagnosis via Meta-knowledge Co-embedding

Deep Grading based on Collective Artificial Intelligence for AD Diagnosis and Prognosis

Tensor-Based Multi-Modality Feature Selection and Regression for Alzheimer's Disease Diagnosis

Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis

Brain Tumor Diagnosis and Classification via Pre-Trained Convolutional Neural Networks

PVT-COV19D: Pyramid Vision Transformer for COVID-19 Diagnosis

Interpretable differential diagnosis for Alzheimer's disease and Frontotemporal dementia

Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis

An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works

A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images

Faithful learning with sure data for lung nodule diagnosis

Mutual Attention-based Hybrid Dimensional Network for Multimodal Imaging Computer-aided Diagnosis

Radiomic biomarker extracted from PI-RADS 3 patients support more eìcient and robust prostate cancer diagnosis: a multi-center study