医学 AI - arXivDaily 专题

2502.10620 2025-02-18 cs.AI 82%

ProMRVL-CAD: Proactive Dialogue System with Multi-Round Vision-Language Interactions for Computer-Aided Diagnosis

Xueshen Li, Xinlong Hou, Ziyi Huang, Yu Gan

专题命中诊断辅助：diagnosis(title,abstract)；medical image(abstract)

Comments 17 pages, 6 figures

2304.09466 2025-01-27 eess.IV cs.CV cs.LG 82%

MAMAF-Net: Motion-Aware and Multi-Attention Fusion Network for Stroke Diagnosis

Aysen Degerli, Pekka Jakala, Juha Pajula, Milla Immonen, Miguel Bordallo Lopez

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

2501.12023 2025-01-22 cs.LG cs.CV eess.IV 82%

Comparative Analysis of Pre-trained Deep Learning Models and DINOv2 for Cushing's Syndrome Diagnosis in Facial Analysis

Hongjun Liu, Changwei Song, Jiaqi Qiang, Jianqiang Li, Hui Pan, Lin Lu, Xiao Long, Qing Zhao, Jiuzuo Huang, Shi Chen

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

2412.07806 2024-12-12 eess.IV cs.AI cs.CV cs.LG 82%

Diagnosis and Severity Assessment of Ulcerative Colitis using Self Supervised Learning

Venkat Margapuri

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

2412.00472 2024-12-03 cs.CV cs.LG cs.NE eess.IV 82%

Enhancing Skin Cancer Diagnosis (SCD) Using Late Discrete Wavelet Transform (DWT) and New Swarm-Based Optimizers

Ramin Mousa, Saeed Chamani, Mohammad Morsali, Mohammad Kazzazi, Parsa Hatami, Soroush Sarabi

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

2411.10570 2024-11-19 eess.IV cs.CV cs.LG 82%

Normative Modeling for AD Diagnosis and Biomarker Identification

Songlin Zhao, Rong Zhou, Yu Zhang, Yong Chen, Lifang He

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

Comments 10 pages, 3 figures

2410.06974 2024-10-10 eess.IV cs.CV cs.LG 82%

Diagnosis of Malignant Lymphoma Cancer Using Hybrid Optimized Techniques Based on Dense Neural Networks

Salah A. Aly, Ali Bakhiet, Mazen Balat

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

Comments 6 pages, 5 figures, 4 tables, IEEE ICCA

2403.20058 2024-09-23 eess.IV cs.AI cs.CV cs.LG 82%

Revolutionizing Disease Diagnosis with simultaneous functional PET/MR and Deeply Integrated Brain Metabolic, Hemodynamic, and Perfusion Networks

Luoyu Wang, Yitian Tao, Qing Yang, Yan Liang, Siwei Liu, Hongcheng Shi, Dinggang Shen, Han Zhang

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

Comments 11 pages

2207.13295 2024-09-02 eess.IV cs.CV cs.LG 82%

Applied Computer Vision on 2-Dimensional Lung X-Ray Images for Assisted Medical Diagnosis of Pneumonia

Ralph Joseph S. D. Ligueran, Manuel Luis C. Delos Santos, Ronaldo S. Tinio, Emmanuel H. Valencia

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

Journal ref IJCSR Volume 7, March 1, 2022, ISSN print 2546-0552, ISSN online 2546-115X, pages 1239-1254

2407.10251 2024-07-16 eess.IV cs.CV cs.LG 82%

Deep Learning Algorithms for Early Diagnosis of Acute Lymphoblastic Leukemia

Dimitris Papaioannou, Ioannis Christou, Nikos Anagnou, Aristotelis Chatziioannou

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

2406.18039 2024-06-27 physics.med-ph 82%

Diagnosis Assistant for Liver Cancer Utilizing a Large Language Model with Three Types of Knowledge

Xuzhou Wu, Guangxin Li, Xing Wang, Zeyu Xu, Yingni Wang, Jianming Xian, Xueyu Wang, Gong Li, Kehong Yuan

专题命中诊断辅助：diagnosis(title,abstract)；medical image(abstract)

2311.04224 2024-06-13 eess.SP cs.CV cs.LG 82%

MELEP: A Novel Predictive Measure of Transferability in Multi-Label ECG Diagnosis

Cuong V. Nguyen, Hieu Minh Duong, Cuong D. Do

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

Comments Accepted to the Journal of Healthcare Informatics Research

2406.03798 2024-06-07 physics.med-ph 82%

Optical biomarker of metabolism for breast tumor diagnosis: Insights from subcellular dynamics

Zichen Yin, Shuwei Zhang, Bin He, Houpu Yang, Zhengyu Chen, Zhangwei Hu, Yejiong Shi, Ruizhi Xue, Panqi Yang, Yuzhe Ying, Chengming Wang, Shu Wang, Ping Xue

专题命中诊断辅助：diagnosis(title,abstract)；biomedical(abstract)

2405.18449 2024-05-30 eess.IV cs.CV cs.LG 82%

Adaptive Multiscale Retinal Diagnosis: A Hybrid Trio-Model Approach for Comprehensive Fundus Multi-Disease Detection Leveraging Transfer Learning and Siamese Networks

Yavuz Selim Inan

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

2405.12584 2024-05-22 eess.IV cs.CV cs.LG 82%

Is Dataset Quality Still a Concern in Diagnosis Using Large Foundation Model?

Ziqin Lin, Heng Li, Zinan Li, Huazhu Fu, Jiang Liu

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

Comments 10 pages, 6 figures

2404.03892 2024-04-30 cs.CV cs.AI cs.LG eess.IV 82%

Enhancing Breast Cancer Diagnosis in Mammography: Evaluation and Integration of Convolutional Neural Networks and Explainable AI

Maryam Ahmed, Tooba Bibi, Rizwan Ahmed Khan, Sidra Nasir

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

2404.13388 2024-04-24 eess.IV cs.CV cs.LG 82%

Diagnosis of Multiple Fundus Disorders Amidst a Scarcity of Medical Experts Via Self-supervised Machine Learning

Yong Liu, Mengtian Kang, Shuo Gao, Chi Zhang, Ying Liu, Shiming Li, Yue Qi, Arokia Nathan, Wenjun Xu, Chenyu Tang, Edoardo Occhipinti, Mayinuer Yusufu, Ningli Wang, Weiling Bai, Luigi Occhipinti

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

2311.14227 2023-11-27 eess.IV cs.CV cs.LG 82%

Robust and Interpretable COVID-19 Diagnosis on Chest X-ray Images using Adversarial Training

Karina Yang, Alexis Bennett, Dominique Duncan

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

2207.03568 2023-10-19 eess.IV cs.CV cs.LG 82%

The use of deep learning enables high diagnostic accuracy in detecting syndesmotic instability on weight-bearing CT scanning

Alireza Borjali, Soheil Ashkani-Esfahani, Rohan Bhimani, Daniel Guss, Orhun K. Muratoglu, Christopher W. DiGiovanni, Kartik Mangudi Varadarajan, Bart Lubberts

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

2310.05371 2023-10-11 eess.IV cs.CV cs.LG 82%

Enhancing Prostate Cancer Diagnosis with Deep Learning: A Study using mpMRI Segmentation and Classification

Anil B. Gavade, Neel Kanwal, Priyanka A. Gavade, Rajendra Nerli

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

Comments Accepted at CISCON-2023

2309.01007 2023-09-12 eess.IV cs.CV cs.LG 82%

Comparative Analysis of Deep Learning Architectures for Breast Cancer Diagnosis Using the BreaKHis Dataset

İrem Sayın, Muhammed Ali Soydaş, Yunus Emre Mert, Arda Yarkataş, Berk Ergun, Selma Sözen Yeh, Hüseyin Üvet

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

Comments 7 pages, 1 figure, 2 tables

2309.02783 2023-09-07 eess.IV cs.AI cs.CV cs.LG 82%

Improving diagnosis and prognosis of lung cancer using vision transformers: A scoping review

Hazrat Ali, Farida Mohsen, Zubair Shah

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

Comments submitted to BMC Medical Imaging journal

2308.15386 2023-08-30 eess.IV cs.CV cs.LG 82%

Shape-Margin Knowledge Augmented Network for Thyroid Nodule Segmentation and Diagnosis

Weihua Liu, Chaochao Lin

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

2308.15172 2023-08-30 eess.IV cs.CV cs.LG 82%

Is visual explanation with Grad-CAM more reliable for deeper neural networks? a case study with automatic pneumothorax diagnosis

Zirui Qiu, Hassan Rivaz, Yiming Xiao

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

2308.08660 2023-08-21 cs.CL 82%

Large Language Models for Granularized Barrett's Esophagus Diagnosis Classification

Jenna Kefeli, Ali Soroush, Courtney J. Diamond, Haley M. Zylberberg, Benjamin May, Julian A. Abrams, Chunhua Weng, Nicholas Tatonetti

专题命中诊断辅助：diagnosis(title,abstract)；pathology(abstract)

2308.03027 2023-08-08 cs.LG cs.CV eess.SP 82%

Causal Disentanglement Hidden Markov Model for Fault Diagnosis

Rihao Chang, Yongtao Ma, Weizhi Nie, Jie Nie, An-an Liu

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

2308.02597 2023-08-08 eess.IV cs.AI cs.CV cs.LG 82%

Designing a Deep Learning-Driven Resource-Efficient Diagnostic System for Metastatic Breast Cancer: Reducing Long Delays of Clinical Diagnosis and Improving Patient Survival in Developing Countries

William Gao, Dayong Wang, Yi Huang

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

2307.16773 2023-08-03 cs.AI cs.CL cs.IR 82%

AsdKB: A Chinese Knowledge Base for the Early Screening and Diagnosis of Autism Spectrum Disorder

Tianxing Wu, Xudong Cao, Yipeng Zhu, Feiyue Wu, Tianling Gong, Yuxiang Wang, Shenqi Jing

专题命中诊断辅助：diagnosis(title,abstract)；CT(abstract)

Comments 17 pages, Accepted by the Resource Track of ISWC 2023

2212.06299 2023-06-28 eess.IV cs.CV cs.LG 82%

Interpretable Diabetic Retinopathy Diagnosis based on Biomarker Activation Map

Pengxiao Zang, Tristan T. Hormel, Jie Wang, Yukun Guo, Steven T. Bailey, Christina J. Flaxel, David Huang, Thomas S. Hwang, Yali Jia

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

Comments This paper has been accepted by IEEE TBME

2306.06914 2023-06-16 eess.IV cs.CV cs.LG 82%

Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images

Sultan Zavrak

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

1. 诊断辅助 8209 篇

ProMRVL-CAD: Proactive Dialogue System with Multi-Round Vision-Language Interactions for Computer-Aided Diagnosis

MAMAF-Net: Motion-Aware and Multi-Attention Fusion Network for Stroke Diagnosis

Comparative Analysis of Pre-trained Deep Learning Models and DINOv2 for Cushing's Syndrome Diagnosis in Facial Analysis

Diagnosis and Severity Assessment of Ulcerative Colitis using Self Supervised Learning

Enhancing Skin Cancer Diagnosis (SCD) Using Late Discrete Wavelet Transform (DWT) and New Swarm-Based Optimizers

Normative Modeling for AD Diagnosis and Biomarker Identification

Diagnosis of Malignant Lymphoma Cancer Using Hybrid Optimized Techniques Based on Dense Neural Networks

Revolutionizing Disease Diagnosis with simultaneous functional PET/MR and Deeply Integrated Brain Metabolic, Hemodynamic, and Perfusion Networks

Applied Computer Vision on 2-Dimensional Lung X-Ray Images for Assisted Medical Diagnosis of Pneumonia

Deep Learning Algorithms for Early Diagnosis of Acute Lymphoblastic Leukemia

Diagnosis Assistant for Liver Cancer Utilizing a Large Language Model with Three Types of Knowledge

MELEP: A Novel Predictive Measure of Transferability in Multi-Label ECG Diagnosis

Optical biomarker of metabolism for breast tumor diagnosis: Insights from subcellular dynamics

Adaptive Multiscale Retinal Diagnosis: A Hybrid Trio-Model Approach for Comprehensive Fundus Multi-Disease Detection Leveraging Transfer Learning and Siamese Networks

Is Dataset Quality Still a Concern in Diagnosis Using Large Foundation Model?

Enhancing Breast Cancer Diagnosis in Mammography: Evaluation and Integration of Convolutional Neural Networks and Explainable AI

Diagnosis of Multiple Fundus Disorders Amidst a Scarcity of Medical Experts Via Self-supervised Machine Learning

Robust and Interpretable COVID-19 Diagnosis on Chest X-ray Images using Adversarial Training

The use of deep learning enables high diagnostic accuracy in detecting syndesmotic instability on weight-bearing CT scanning

Enhancing Prostate Cancer Diagnosis with Deep Learning: A Study using mpMRI Segmentation and Classification

Comparative Analysis of Deep Learning Architectures for Breast Cancer Diagnosis Using the BreaKHis Dataset

Improving diagnosis and prognosis of lung cancer using vision transformers: A scoping review

Shape-Margin Knowledge Augmented Network for Thyroid Nodule Segmentation and Diagnosis

Is visual explanation with Grad-CAM more reliable for deeper neural networks? a case study with automatic pneumothorax diagnosis

Large Language Models for Granularized Barrett's Esophagus Diagnosis Classification

Causal Disentanglement Hidden Markov Model for Fault Diagnosis

Designing a Deep Learning-Driven Resource-Efficient Diagnostic System for Metastatic Breast Cancer: Reducing Long Delays of Clinical Diagnosis and Improving Patient Survival in Developing Countries

AsdKB: A Chinese Knowledge Base for the Early Screening and Diagnosis of Autism Spectrum Disorder

Interpretable Diabetic Retinopathy Diagnosis based on Biomarker Activation Map

Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images