医学 AI

Transforming Precision: A Comparative Analysis of Vision Transformers, CNNs, and Traditional ML for Knee Osteoarthritis Severity Diagnosis

Tasnim Sakib Apon, Md. Fahim-Ul-Islam, Nafiz Imtiaz Rafin, Joya Akter, Md. Golam Rabiul Alam

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

New Insight in Cervical Cancer Diagnosis Using Convolution Neural Network Architecture

Ach. Khozaimi, Wayan Firdaus Mahmudy

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

BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck

Kaizhong Zheng, Shujian Yu, Baojuan Li, Robert Jenssen, Badong Chen

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

Comments This paper is accepted by IEEE Transactions on Neural Networks and Learning Systems (TNNLS), code is available at GitHub repository (https://github.com/SJYuCNEL/brain-and-Information-Bottleneck/)

Unsupervised Model Diagnosis

Yinong Oliver Wang, Eileen Li, Jinqi Luo, Zhaoning Wang, Fernando De la Torre

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

Comments 9 pages, 9 figures, 3 tables

RS-FME-SwinT: A Novel Feature Map Enhancement Framework Integrating Customized SwinT with Residual and Spatial CNN for Monkeypox Diagnosis

Saddam Hussain Khan, Rashid Iqbal

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

Comments 37 Pages, 5 Tables, 10 Figures

Automated Disease Diagnosis in Pumpkin Plants Using Advanced CNN Models

Aymane Khaldi, El Mostafa Kalmoun

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

Comments 10 pages, 8 figures

Intelligent Scoliosis Screening and Diagnosis: A Survey

Zhenlin Zhang, Lixin Pu, Ang Li, Jun Zhang, Xianjie Li, Jipeng Fan

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

Comments 8 pages, review paper

DS-ViT: Dual-Stream Vision Transformer for Cross-Task Distillation in Alzheimer's Early Diagnosis

Ke Chen, Yifeng Wang, Yufei Zhou, Haohan Wang

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

Comments 8 pages, 3 figures, 3 tables

Towards reliable respiratory disease diagnosis based on cough sounds and vision transformers

Qian Wang, Zhaoyang Bu, Jiaxuan Mao, Wenyu Zhu, Jingya Zhao, Wei Du, Guochao Shi, Min Zhou, Si Chen, Jieming Qu

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

Instant automatic diagnosis of diabetic retinopathy

Gwenolé Quellec, Mathieu Lamard, Bruno Lay, Alexandre Le Guilcher, Ali Erginay, Béatrice Cochener, Pascale Massin

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

MoRA: LoRA Guided Multi-Modal Disease Diagnosis with Missing Modality

Zhiyi Shi, Junsik Kim, Wanhua Li, Yicong Li, Hanspeter Pfister

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

Comments Accepted by MICCAI 2024

Moving Healthcare AI-Support Systems for Visually Detectable Diseases onto Constrained Devices

Tess Watt, Christos Chrysoulas, Peter J Barclay

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

Comments 6 pages, 5 figures

Bearing Fault Diagnosis using Graph Sampling and Aggregation Network

Jiaying Chen, Xusheng Du, Yurong Qian, Gwanggil Jeon

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

An Explainable Deep Learning-Based Method For Schizophrenia Diagnosis Using Generative Data-Augmentation

Mehrshad Saadatinia, Armin Salimi-Badr

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

Journal ref IEEE Access, 2024

Enhancing Radiological Diagnosis: A Collaborative Approach Integrating AI and Human Expertise for Visual Miss Correction

Akash Awasthi, Ngan Le, Zhigang Deng, Carol C. Wu, Hien Van Nguyen

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

Comments Under Review in Journal

Transfer Learning in ECG Diagnosis: Is It Effective?

Cuong V. Nguyen, Cuong D. Do

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

Advancing dermatological diagnosis: Development of a hyperspectral dermatoscope for enhanced skin imaging

Martin J. Hetz, Carina Nogueira Garcia, Sarah Haggenmüller, Titus J. Brinker

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

Comments 12 pages, 11 Figures

Application of Computer Deep Learning Model in Diagnosis of Pulmonary Nodules

Yutian Yang, Hongjie Qiu, Yulu Gong, Xiaoyi Liu, Yang Lin, Muqing Li

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

Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing

Huanbai Liu, Fanlong Zhang, Yin Tan, Lian Huang, Yan Li, Guoheng Huang, Shenghong Luo, An Zeng

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

Mammo-CLIP: Leveraging Contrastive Language-Image Pre-training (CLIP) for Enhanced Breast Cancer Diagnosis with Multi-view Mammography

Xuxin Chen, Yuheng Li, Mingzhe Hu, Ella Salari, Xiaoqian Chen, Richard L. J. Qiu, Bin Zheng, Xiaofeng Yang

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

Classifier-guided neural blind deconvolution: a physics-informed denoising module for bearing fault diagnosis under heavy noise

Jing-Xiao Liao, Chao He, Jipu Li, Jinwei Sun, Shiping Zhang, Xiaoge Zhang

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

DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models

Zhenting Wang, Chen Chen, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma

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

Comments ICLR 2024

Iterative Refinement Strategy for Automated Data Labeling: Facial Landmark Diagnosis in Medical Imaging

Yu-Hsi Chen

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

Pneumonia App: a mobile application for efficient pediatric pneumonia diagnosis using explainable convolutional neural networks (CNN)

Jiaming Deng, Zhenglin Chen, Minjiang Chen, Lulu Xu, Jiaqi Yang, Zhendong Luo, Peiwu Qin

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

Comments 27 Pages,7 figures

TDANet: A Novel Temporal Denoise Convolutional Neural Network With Attention for Fault Diagnosis

Zhongzhi Li, Rong Fan, Jingqi Tu, Jinyi Ma, Jianliang Ai, Yiqun Dong

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

Hybrid quantum image classification and federated learning for hepatic steatosis diagnosis

Luca Lusnig, Asel Sagingalieva, Mikhail Surmach, Tatjana Protasevich, Ovidiu Michiu, Joseph McLoughlin, Christopher Mansell, Graziano de' Petris, Deborah Bonazza, Fabrizio Zanconati, Alexey Melnikov, Fabio Cavalli

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

Comments 13 pages, 3 figures, 2 tables

Journal ref Diagnostics 14(5), 558 (2024)

Improving Cancer Imaging Diagnosis with Bayesian Networks and Deep Learning: A Bayesian Deep Learning Approach

Pei Xi, Lin

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

Rolling bearing fault diagnosis method based on generative adversarial enhanced multi-scale convolutional neural network model

Maoxuan Zhou, Wei Kang, Kun He

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

Incorporating Improved Sinusoidal Threshold-based Semi-supervised Method and Diffusion Models for Osteoporosis Diagnosis

Wenchi Ke

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

TFN: An Interpretable Neural Network with Time-Frequency Transform Embedded for Intelligent Fault Diagnosis

Qian Chen, Xingjian Dong, Guowei Tu, Dong Wang, Baoxuan Zhao, Zhike Peng

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

Comments 20 pages, 15 figures, 5 tables

Journal ref Mechanical Systems and Signal Processing, vol. 207, p. 110952, Jan. 2024