医学 AI

Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis

Dacao Zhang, Kun Zhang, Le Wu, Mi Tian, Richang Hong, Meng Wang

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

Comments Accpeted by KDD'2024

Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study

Haroon Miah, Dimitrios Kollias, Giacinto Luca Pedone, Drew Provan, Frederick Chen

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

Sparsity- and Hybridity-Inspired Visual Parameter-Efficient Fine-Tuning for Medical Diagnosis

Mingyuan Liu, Lu Xu, Shengnan Liu, Jicong Zhang

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

Overcoming Negative Transfer by Online Selection: Distant Domain Adaptation for Fault Diagnosis

Ziyan Wang, Mohamed Ragab, Wenmian Yang, Min Wu, Sinno Jialin Pan, Jie Zhang, Zhenghua Chen

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

Comments 8 pages, 5 figures

Diagnosis of Parkinson's Disease Using EEG Signals and Machine Learning Techniques: A Comprehensive Study

Maryam Allahbakhshi, Aylar Sadri, Seyed Omid Shahdi

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

Comments 9 pages, 2 tables, 10th International Conference on Artificial Intelligence and Robotics-QICAR2024 Qazvin Islamic Azad University, Feb. 29, 2024

Application of a Dense Fusion Attention Network in Fault Diagnosis of Centrifugal Fan

Ruijun Wang, Yuan Liu, Zhixia Fan, Xiaogang Xu, Huijie Wang

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

Comments The research direction between authors needs to be adjusted, so the preprint is requested to be revoked

Masked Latent Transformer with the Random Masking Ratio to Advance the Diagnosis of Dental Fluorosis

Yun Wu, Hao Xu, Maohua Gu, Zhongchuan Jiang, Jun Xu, Youliang Tian

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

Building an AI Support Tool for Real-time Ulcerative Colitis Diagnosis

Bjørn Leth Møller, Bobby Zhao Sheng Lo, Johan Burisch, Flemming Bendtsen, Ida Vind, Bulat Ibragimov, Christian Igel

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

Hybrid physics-based and data-driven modeling with calibrated uncertainty for lithium-ion battery degradation diagnosis and prognosis

Jing Lin, Yu Zhang, Edwin Khoo

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

Comments 6 pages, 3 figures, accepted for poster presentation at Tackling Climate Change with Machine Learning workshop at NeurIPS 2021

Journal ref NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning

PoCo: A Self-Supervised Approach via Polar Transformation Based Progressive Contrastive Learning for Ophthalmic Disease Diagnosis

Jinhong Wang, Tingting Chen, Jintai Chen, Yixuan Wu, Yuyang Xu, Danny Chen, Haochao Ying, Jian Wu

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

Unified Uncertainty Estimation for Cognitive Diagnosis Models

Fei Wang, Qi Liu, Enhong Chen, Chuanren Liu, Zhenya Huang, Jinze Wu, Shijin Wang

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

Learning to better see the unseen: Broad-Deep Mixed Anti-Forgetting Framework for Incremental Zero-Shot Fault Diagnosis

Jiancheng Zhao, Jiaqi Yue, Chunhui Zhao

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

Bilevel Hypergraph Networks for Multi-Modal Alzheimer's Diagnosis

Angelica I. Aviles-Rivero, Chun-Wun Cheng, Zhongying Deng, Zoe Kourtzi, Carola-Bibiane Schönlieb

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

Leveraging Spatial and Semantic Feature Extraction for Skin Cancer Diagnosis with Capsule Networks and Graph Neural Networks

K. P. Santoso, R. V. H. Ginardi, R. A. Sastrowardoyo, F. A. Madany

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

Comments This is the first version of our paper, we gladly expect feedback and corrections if there is any mistake within our paper

Depth-induced Saliency Comparison Network for Diagnosis of Alzheimer's Disease via Jointly Analysis of Visual Stimuli and Eye Movements

Yu Liu, Wenlin Zhang, Shaochu Wang, Fangyu Zuo, Peiguang Jing, Yong Ji

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

An AI-Driven Approach to Wind Turbine Bearing Fault Diagnosis from Acoustic Signals

Zhao Wang, Xiaomeng Li, Na Li, Longlong Shu

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

ContrastDiagnosis: Enhancing Interpretability in Lung Nodule Diagnosis Using Contrastive Learning

Chenglong Wang, Yinqiao Yi, Yida Wang, Chengxiu Zhang, Yun Liu, Kensaku Mori, Mei Yuan, Guang Yang

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

Redefining cystoscopy with ai: bladder cancer diagnosis using an efficient hybrid cnn-transformer model

Meryem Amaouche, Ouassim Karrakchou, Mounir Ghogho, Anouar El Ghazzaly, Mohamed Alami, Ahmed Ameur

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

Comments 7 pages, 5 figures

Unsupervised Spatio-Temporal State Estimation for Fine-grained Adaptive Anomaly Diagnosis of Industrial Cyber-physical Systems

Haili Sun, Yan Huang, Lansheng Han, Cai Fu, Chunjie Zhou

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

Comments 23 pages, 7 figures

Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis

Shao Zhang, Jianing Yu, Xuhai Xu, Changchang Yin, Yuxuan Lu, Bingsheng Yao, Melanie Tory, Lace M. Padilla, Jeffrey Caterino, Ping Zhang, Dakuo Wang

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

Comments Accepted by CHI'24

EndoOOD: Uncertainty-aware Out-of-distribution Detection in Capsule Endoscopy Diagnosis

Qiaozhi Tan, Long Bai, Guankun Wang, Mobarakol Islam, Hongliang Ren

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

Comments To appear in IEEE ISBI 2024

Intelligent Diagnosis of Alzheimer's Disease Based on Machine Learning

Mingyang Li, Hongyu Liu, Yixuan Li, Zejun Wang, Yuan Yuan, Honglin Dai

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

Classification with 2-D Convolutional Neural Networks for breast cancer diagnosis

Anuraganand Sharma, Dinesh Kumar

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

Comments 26 pages - preprint version

Journal ref Scientific Reports, 12, 2022

AI-Generated Content Enhanced Computer-Aided Diagnosis Model for Thyroid Nodules: A ChatGPT-Style Assistant

Jincao Yao, Yunpeng Wang, Zhikai Lei, Kai Wang, Xiaoxian Li, Jianhua Zhou, Xiang Hao, Jiafei Shen, Zhenping Wang, Rongrong Ru, Yaqing Chen, Yahan Zhou, Chen Chen, Yanming Zhang, Ping Liang, Dong Xu

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

Review on Fault Diagnosis and Fault-Tolerant Control Scheme for Robotic Manipulators: Recent Advances in AI, Machine Learning, and Digital Twin

Md Muzakkir Quamar, Ali Nasir

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

Comments 24 pages, 6 figures

Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation

Yumnah Hasan, Allan de Lima, Fatemeh Amerehi, Darian Reyes Fernandez de Bulnes, Patrick Healy, Conor Ryan

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

NLICE: Synthetic Medical Record Generation for Effective Primary Healthcare Differential Diagnosis

Zaid Al-Ars, Obinna Agba, Zhuoran Guo, Christiaan Boerkamp, Ziyaad Jaber, Tareq Jaber

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

Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems

Junhao Shen, Hong Qian, Wei Zhang, Aimin Zhou

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

Journal ref Published in AAAI 2024

ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness

Yunfei Zhang, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu

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

A Bi-Pyramid Multimodal Fusion Method for the Diagnosis of Bipolar Disorders

Guoxin Wang, Sheng Shi, Shan An, Fengmei Fan, Wenshu Ge, Qi Wang, Feng Yu, Zhiren Wang

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

Comments Accepted by IEEE ICASSP 2024