医学 AI

Local Temporal Feature Enhanced Transformer with ROI-rank Based Masking for Diagnosis of ADHD

Byunggun Kim, Younghun Kwon

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

ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis

Xu Wang, Jiaju Kang, Puyu Han, Yubao Zhao, Qian Liu, Liwenfei He, Lingqiong Zhang, Lingyun Dai, Yongcheng Wang, Jie Tao

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

Diagnosis of Pulmonary Hypertension by Integrating Multimodal Data with a Hybrid Graph Convolutional and Transformer Network

Fubao Zhu, Yang Zhang, Gengmin Liang, Jiaofen Nan, Yanting Li, Chuang Han, Danyang Sun, Zhiguo Wang, Chen Zhao, Wenxuan Zhou, Jian He, Yi Xu, Iokfai Cheang, Xu Zhu, Yanli Zhou, Weihua Zhou

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

Comments 23 pages, 8 figures, 4 tables

A Systematic Review of EEG-based Machine Intelligence Algorithms for Depression Diagnosis, and Monitoring

Amir Nassibi, Christos Papavassiliou, Ildar Rakhmatulin, Danilo Mandic, S. Farokh Atashzar

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

Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification

Muhammad Ahmad, Sardar Usman, Ildar Batyrshin, Muhammad Muzammil, K. Sajid, M. Hasnain, Muhammad Jalal, Grigori Sidorov

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

Advancements in Real-Time Oncology Diagnosis: Harnessing AI and Image Fusion Techniques

Leila Bagheriye, Johan Kwisthout

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

Comments This paper is under review

A Two-Step Concept-Based Approach for Enhanced Interpretability and Trust in Skin Lesion Diagnosis

Cristiano Patrício, Luís F. Teixeira, João C. Neves

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

Comments Published in the Computational and Structural Biotechnology Journal

EGR-Net: A Novel Embedding Gramian Representation CNN for Intelligent Fault Diagnosis

Linshan Jia

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

Pulmonary Tuberculosis Edge Diagnosis System Based on MindSpore Framework: Low-cost and High-precision Implementation with Ascend 310 Chip

HaoYu Li

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

MedMimic: Physician-Inspired Multimodal Fusion for Early Diagnosis of Fever of Unknown Origin

Minrui Chen, Yi Zhou, Huidong Jiang, Yuhan Zhu, Guanjie Zou, Minqi Chen, Rong Tian, Hiroto Saigo

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

A Survey of Artificial Intelligence in Gait-Based Neurodegenerative Disease Diagnosis

Haocong Rao, Minlin Zeng, Xuejiao Zhao, Chunyan Miao

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

Comments Accepted by Neurocomputing journal. Article: 57 pages, citing 290 papers. Appendix: 30 pages. A up-to-date resource (papers, data, etc.) of this survey (AI4NDD) is provided at https://github.com/minlinzeng/AI4NDD-Survey

Integrating Frequency Guidance into Multi-source Domain Generalization for Bearing Fault Diagnosis

Xiaotong Tu, Chenyu Ma, Qingyao Wu, Yinhao Liu, Hongyang Zhang

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

Shapley-based Explainable AI for Clustering Applications in Fault Diagnosis and Prognosis

Joseph Cohen, Xun Huan, Jun Ni

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

Comments 23 pages with 8 figures

Journal ref Journal of Intelligent Manufacturing 35 (2024) 4071-4086

Multimodal Marvels of Deep Learning in Medical Diagnosis: A Comprehensive Review of COVID-19 Detection

Md Shofiqul Islam, Khondokar Fida Hasan, Hasibul Hossain Shajeeb, Humayan Kabir Rana, Md Saifur Rahmand, Md Munirul Hasan, AKM Azad, Ibrahim Abdullah, Mohammad Ali Moni

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

Comments 43 pages

A design of Convolutional Neural Network model for the Diagnosis of the COVID-19

Xinyuan Song

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

Comments Important mistakes found. There's no new version currently. Also contradiction with authorship

Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis

Yiliang Chen, Steven SC Ho, Cheng Xu, Yao Jie Xie, Wing-Fai Yeung, Shengfeng He, Jing Qin

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

Efficient and Accurate Tuberculosis Diagnosis: Attention Residual U-Net and Vision Transformer Based Detection Framework

Greeshma K, Vishnukumar S

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

DDD: Discriminative Difficulty Distance for plant disease diagnosis

Yuji Arima, Satoshi Kagiwada, Hitoshi Iyatomi

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

Comments 8 pages, 2 figures, 3 tables. Accepted at 4th Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE)

An Attentive Dual-Encoder Framework Leveraging Multimodal Visual and Semantic Information for Automatic OSAHS Diagnosis

Yingchen Wei, Xihe Qiu, Xiaoyu Tan, Jingjing Huang, Wei Chu, Yinghui Xu, Yuan Qi

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

Comments 5 pages, 2 figures, Published as a conference paper at ICASSP 2025

Few-shot Metric Domain Adaptation: Practical Learning Strategies for an Automated Plant Disease Diagnosis

Shoma Kudo, Satoshi Kagiwada, Hitoshi Iyatomi

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

Comments 8 pages, 4 figures, 3 tables. Accepted at 4th Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE)

An Improved Fault Diagnosis Strategy for Induction Motors Using Weighted Probability Ensemble Deep Learning

Usman Ali, Waqas Ali, Umer Ramzan

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

FairDD: Enhancing Fairness with domain-incremental learning in dermatological disease diagnosis

Yiqin Luo, Tianlong Gu

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

Hierarchical Bidirectional Transition Dispersion Entropy-based Lempel-Ziv Complexity and Its Application in Fault-Bearing Diagnosis

Runze Jiang, Pengjian Shang

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

Residual Attention Single-Head Vision Transformer Network for Rolling Bearing Fault Diagnosis in Noisy Environments

Songjiang Lai, Tsun-Hin Cheung, Jiayi Zhao, Kaiwen Xue, Ka-Chun Fung, Kin-Man Lam

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

Comments 24 pages, 14 figures, 3 tables

Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis

Florent Forest, Olga Fink

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

Comments Accepted for publication in Sensors. 24 pages

Journal ref Sensors, 24(23) 2024

Intelligent Fault Diagnosis of Type and Severity in Low-Frequency, Low Bit-Depth Signals

Tito Spadini, Kenji Nose-Filho, Ricardo Suyama

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

EyeDiff: text-to-image diffusion model improves rare eye disease diagnosis

Ruoyu Chen, Weiyi Zhang, Bowen Liu, Xiaolan Chen, Pusheng Xu, Shunming Liu, Mingguang He, Danli Shi

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

Comments 28 pages, 2 figures

AI enhanced diagnosis of Peyronies disease a novel approach using Computer Vision

Yudara Kularathne, Janitha Prathapa, Prarththanan Sothyrajah, Salomi Arasaratnam, Sithira Ambepitiya, Thanveer Ahamed, Dinuka Wijesundara

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

Comments 8 pages, 6 figures, 4 tables

Research on an intelligent fault diagnosis method for nuclear power plants based on ETCN-SSA combined algorithm

Jiayan Fang, Siwei Li, Yichun Wu

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

Refining ADHD diagnosis with EEG: The impact of preprocessing and temporal segmentation on classification accuracy

Sandra García-Ponsoda, Alejandro Maté, Juan Trujillo

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

Journal ref Computers in Biology and Medicine, 2024, vol. 183, p. 109305