医学 AI

XInsight: Revealing Model Insights for GNNs with Flow-based Explanations

Eli Laird, Ayesh Madushanka, Elfi Kraka, Corey Clark

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

Comments eXplainable Artificial Intelligence. 1st World Conference on eXplainable Artificial Intelligence, xAI-2023, Lisbon, Portugal

Machine Unlearning: A Survey

Heng Xu, Tianqing Zhu, Lefeng Zhang, Wanlei Zhou, Philip S. Yu

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

Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis

Xiang Chen, Zhao Song, Baocheng Sun, Junze Yin, Danyang Zhuo

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

Diffusion-Based Hierarchical Multi-Label Object Detection to Analyze Panoramic Dental X-rays

Ibrahim Ethem Hamamci, Sezgin Er, Enis Simsar, Anjany Sekuboyina, Mustafa Gundogar, Bernd Stadlinger, Albert Mehl, Bjoern Menze

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

Comments MICCAI 2023

Exploring Global and Local Information for Anomaly Detection with Normal Samples

Fan Xu, Nan Wang, Xibin Zhao

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

Comments 6 pages, 1 figures

Predicting Heart Disease and Reducing Survey Time Using Machine Learning Algorithms

Salahaldeen Rababa, Asma Yamin, Shuxia Lu, Ashraf Obaidat

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

Which Invariance Should We Transfer? A Causal Minimax Learning Approach

Mingzhou Liu, Xiangyu Zheng, Xinwei Sun, Fang Fang, Yizhou Wang

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

Comments Accepted version of ICML-23

An Improved Model Ensembled of Different Hyper-parameter Tuned Machine Learning Algorithms for Fetal Health Prediction

Md. Simul Hasan Talukder, Sharmin Akter

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

Comments 23 pages, 6 Tables, 5 Figures

Diagnostic Spatio-temporal Transformer with Faithful Encoding

Jokin Labaien, Tsuyoshi Idé, Pin-Yu Chen, Ekhi Zugasti, Xabier De Carlos

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

Gender, Smoking History and Age Prediction from Laryngeal Images

Tianxiao Zhang, Andrés M. Bur, Shannon Kraft, Hannah Kavookjian, Bryan Renslo, Xiangyu Chen, Bo Luo, Guanghui Wang

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

Label-Efficient Learning in Agriculture: A Comprehensive Review

Jiajia Li, Dong Chen, Xinda Qi, Zhaojian Li, Yanbo Huang, Daniel Morris, Xiaobo Tan

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

Comments 34 pages, 23 figures

Deep state-space modeling for explainable representation, analysis, and generation of professional human poses

Brenda Elizabeth Olivas-Padilla, Alina Glushkova, Sotiris Manitsaris

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

Comments Under review

A Machine Learning Approach to Detect Dehydration in Afghan Children

Ziaullah Momand, Debajyoti Pal, Pornchai Mongkolnam, Jonathan H. Chan

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

Deep Stable Representation Learning on Electronic Health Records

Yingtao Luo, Zhaocheng Liu, Qiang Liu

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

Comments 11 pages, 6 figures. Accepted by IEEE ICDM 2022

Journal ref 2022 IEEE International Conference on Data Mining (ICDM)

LLM2Loss: Leveraging Language Models for Explainable Model Diagnostics

Shervin Ardeshir

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

A Robust Framework of Chromosome Straightening with ViT-Patch GAN

Sifan Song, Jinfeng Wang, Fengrui Cheng, Qirui Cao, Yihan Zuo, Yongteng Lei, Ruomai Yang, Chunxiao Yang, Frans Coenen, Jia Meng, Kang Dang, Jionglong Su

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

Comments Camera-ready version for IEEE ISBI2023

Automatic Generation of Attention Rules For Containment of Machine Learning Model Errors

Samuel Ackerman, Axel Bendavid, Eitan Farchi, Orna Raz

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

Label-Assemble: Leveraging Multiple Datasets with Partial Labels

Mintong Kang, Bowen Li, Zengle Zhu, Yongyi Lu, Elliot K. Fishman, Alan L. Yuille, Zongwei Zhou

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

Comments ISBI 2023

Autonomous Stabilization of Retinal Videos for Streamlining Assessment of Spontaneous Venous Pulsations

Hongwei Sheng, Xin Yu, Feiyu Wang, MD Wahiduzzaman Khan, Hexuan Weng, Sahar Shariflou, S. Mojtaba Golzan

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

Comments EMBC, 4 pages, 6 figures

Effective Medical Code Prediction via Label Internal Alignment

Guodong Liu

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

Strategy for Rapid Diabetic Retinopathy Exposure Based on Enhanced Feature Extraction Processing

V. Banupriya, S. Anusuya

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

Electromyography Signal Classification Using Deep Learning

Mekia Shigute Gaso, Selcuk Cankurt, Abdulhamit Subasi

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

Comments 6 pages, 3 figures and 1 table

Journal ref IEEE, 2021 16th International Conference on Electronics Computer and Computation (ICECCO)

Generic and Robust Root Cause Localization for Multi-Dimensional Data in Online Service Systems

Zeyan Li, Junjie Chen, Yihao Chen, Chengyang Luo, Yiwei Zhao, Yongqian Sun, Kaixin Sui, Xiping Wang, Dapeng Liu, Xing Jin, Qi Wang, Dan Pei

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

Comments Accepted by Journal of Systems and Software at May 4 2023

Facial Expression Recognition using Squeeze and Excitation-powered Swin Transformers

Arpita Vats, Aman Chadha

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

Comments arXiv admin note: text overlap with arXiv:2103.14030 by other authors

Knowledge-Guided Data-Centric AI in Healthcare: Progress, Shortcomings, and Future Directions

Edward Y. Chang

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

Comments 21 pages, 13 figures, 4 tables. arXiv admin note: text overlap with arXiv:1707.09873

Improving Classification of Retinal Fundus Image Using Flow Dynamics Optimized Deep Learning Methods

V. Banupriya, S. Anusuya

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

A marker-less human motion analysis system for motion-based biomarker discovery in knee disorders

Kai Armstrong, Lei Zhang, Yan Wen, Alexander P. Willmott, Paul Lee, Xujioing Ye

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

Comments 11 pages, 5 figures

Causal Repair of Learning-enabled Cyber-physical Systems

Pengyuan Lu, Ivan Ruchkin, Matthew Cleaveland, Oleg Sokolsky, Insup Lee

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

Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control

Zhen Lin, Shubhendu Trivedi, Cao Xiao, Jimeng Sun

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

Comments Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023. 11 pages (main paper, including references) + 10 pages (supplementary material)

Policy Resilience to Environment Poisoning Attacks on Reinforcement Learning

Hang Xu, Xinghua Qu, Zinovi Rabinovich

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