医学 AI - arXivDaily 专题

2402.17236 2024-03-03 cs.CY cs.LG 57%

A Review of Data Mining in Personalized Education: Current Trends and Future Prospects

Zhang Xiong, Haoxuan Li, Zhuang Liu, Zhuofan Chen, Hao Zhou, Wenge Rong, Yuanxin Ouyang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 25 pages, 5 figures

Journal ref Frontiers of Digital Education, 2024 ,1(1): 26-50

2402.19294 2024-03-01 cs.LG cs.AI 57%

Degradation Modeling and Prognostic Analysis Under Unknown Failure Modes

Ying Fu, Ye Kwon Huh, Kaibo Liu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2302.02237 2024-03-01 cs.LG 57%

Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection

Yujin Han, Mingwenchan Xu, Leying Guan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2305.17588 2024-02-28 cs.CL cs.AI cs.LG 57%

Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making

Aliyah R. Hsu, Yeshwanth Cherapanamjeri, Briton Park, Tristan Naumann, Anobel Y. Odisho, Bin Yu

专题命中诊断辅助：pathology(abstract)；分类 cs.LG

2402.15627 2024-02-27 cs.LG cs.DC 57%

MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs

Ziheng Jiang, Haibin Lin, Yinmin Zhong, Qi Huang, Yangrui Chen, Zhi Zhang, Yanghua Peng, Xiang Li, Cong Xie, Shibiao Nong, Yulu Jia, Sun He, Hongmin Chen, Zhihao Bai, Qi Hou, Shipeng Yan, Ding Zhou, Yiyao Sheng, Zhuo Jiang, Haohan Xu, Haoran Wei, Zhang Zhang, Pengfei Nie, Leqi Zou, Sida Zhao, Liang Xiang, Zherui Liu, Zhe Li, Xiaoying Jia, Jianxi Ye, Xin Jin, Xin Liu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2402.14707 2024-02-27 cs.CV 57%

Two-stage Cytopathological Image Synthesis for Augmenting Cervical Abnormality Screening

Zhenrong Shen, Manman Fei, Xin Wang, Jiangdong Cai, Sheng Wang, Lichi Zhang, Qian Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2304.14491 2024-02-27 cs.CV 57%

Enhancing Electrical Impedance Tomography reconstruction using Learned Half-Quadratic Splitting Networks with Anderson Acceleration

Guixian Xu, Huihui Wang, Qingping Zhou

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 27 pages, 8figures, 6 algorithms

2307.11565 2024-02-26 cs.LG cs.SE 57%

Adversarial Feature Map Pruning for Backdoor

Dong Huang, Qingwen Bu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted to ICLR 2024

2402.13475 2024-02-22 cs.CV cs.AI 57%

Multi-scale Spatio-temporal Transformer-based Imbalanced Longitudinal Learning for Glaucoma Forecasting from Irregular Time Series Images

Xikai Yang, Jian Wu, Xi Wang, Yuchen Yuan, Ning Li Wang, Pheng-Ann Heng

专题命中诊断辅助：MRI(abstract)；分类 cs.CV

Comments 12 pages, 7 figures

2402.12946 2024-02-21 cs.CV 57%

Cell Graph Transformer for Nuclei Classification

Wei Lou, Guanbin Li, Xiang Wan, Haofeng Li

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments AAAI 2024, Code and models are available at https://github.com/lhaof/CGT

2402.12938 2024-02-21 cs.CV 57%

UniCell: Universal Cell Nucleus Classification via Prompt Learning

Junjia Huang, Haofeng Li, Xiang Wan, Guanbin Li

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments AAAI 2024, Code and models are available at https://github.com/lhaof/UniCell

2402.11883 2024-02-21 cs.CV 57%

InMD-X: Large Language Models for Internal Medicine Doctors

Hansle Gwon, Imjin Ahn, Hyoje Jung, Byeolhee Kim, Young-Hak Kim, Tae Joon Jun

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2309.06708 2024-02-13 cs.LG 57%

Predicting Fatigue Crack Growth via Path Slicing and Re-Weighting

Yingjie Zhao, Yong Liu, Zhiping Xu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref Theoretical and Applied Mechanics Letters 13, 100477, 2023

2402.05802 2024-02-09 cs.LG stat.AP stat.ML 57%

Unsupervised Discovery of Clinical Disease Signatures Using Probabilistic Independence

Thomas A. Lasko, John M. Still, Thomas Z. Li, Marco Barbero Mota, William W. Stead, Eric V. Strobl, Bennett A. Landman, Fabien Maldonado

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 29 Pages, 8 figures

2402.05536 2024-02-09 cs.LG cs.CL 57%

Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts

José Alberto Benítez-Andrades, María Teresa García-Ordás, Mayra Russo, Ahmad Sakor, Luis Daniel Fernandes Rotger, Maria-Esther Vidal

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref Semantic Web, Volume 4, Issue 5, pp. 873-892, 2023

2402.05127 2024-02-09 cs.CL cs.AI cs.LG 57%

Illuminate: A novel approach for depression detection with explainable analysis and proactive therapy using prompt engineering

Aryan Agrawal

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 10 pages, 9 figures, 9 tables

2306.01320 2024-02-09 eess.SP 57%

Synchro-Transient-Extracting Transform for the Analysis of Signals with Both Harmonic and Impulsive Components

Yunlong Ma, Gang Yu, Tianran Lin, Qingtang Jiang

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

2402.01824 2024-02-08 cs.SD cs.LG eess.AS 57%

Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model

Marko Niemelä, Mikaela von Bonsdorff, Sami Äyrämö, Tommi Kärkkäinen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2402.02820 2024-02-06 cs.LG 57%

Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective

Zexin Wang, Changhua Pei, Minghua Ma, Xin Wang, Zhihan Li, Dan Pei, Saravan Rajmohan, Dongmei Zhang, Qingwei Lin, Haiming Zhang, Jianhui Li, Gaogang Xie

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments WWW 2024

2402.02643 2024-02-06 cs.DB cs.AI cs.CL cs.LG 57%

LLM-Enhanced Data Management

Xuanhe Zhou, Xinyang Zhao, Guoliang Li

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2401.15877 2024-02-05 cs.HC cs.CV 57%

3DPFIX: Improving Remote Novices' 3D Printing Troubleshooting through Human-AI Collaboration

Nahyun Kwon, Tong Sun, Yuyang Gao, Liang Zhao, Xu Wang, Jeeeun Kim, Sungsoo Ray Hong

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments CSCW2024

2402.00700 2024-02-02 cs.CV 57%

In-Bed Pose Estimation: A Review

Ziya Ata Yazıcı, Sara Colantonio, Hazım Kemal Ekenel

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Accepted at HCCS24 Workshop @ International Conference on Pervasive Computing and Communications (PerCom 2024)

2401.15088 2024-01-31 eess.SY cs.CY cs.LG cs.SY 57%

Design & Implementation of Automatic Machine Condition Monitoring and Maintenance System in Limited Resource Situations

Abu Hanif Md. Ripon, Muhammad Ahsan Ullah, Arindam Kumar Paul, Md. Mortaza Morshed

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Under Peer Review, Journal: Heliyon, Section: Engineering, Page: 26

2401.12930 2024-01-31 cs.LG cs.SE 57%

pyAKI -- An Open Source Solution to Automated KDIGO classification

Christian Porschen, Jan Ernsting, Paul Brauckmann, Raphael Weiss, Till Würdemann, Hendrik Booke, Wida Amini, Ludwig Maidowski, Benjamin Risse, Tim Hahn, Thilo von Groote

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2401.15672 2024-01-30 cs.LG cs.SD eess.AS 57%

Evaluating Echo State Network for Parkinson's Disease Prediction using Voice Features

Seyedeh Zahra Seyedi Hosseininian, Ahmadreza Tajari, Mohsen Ghalehnoie, Alireza Alfi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2307.00527 2024-01-25 cs.SE cs.AI cs.LG 57%

Graph Neural Networks based Log Anomaly Detection and Explanation

Zhong Li, Jiayang Shi, Matthijs van Leeuwen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Technical Report (A short version was accepted by ICSE'24 poster track)

2401.12996 2024-01-25 cs.CL cs.AI cs.LG 57%

A Comparison of Veterans with Problematic Opioid Use Identified through Natural Language Processing of Clinical Notes versus Using Diagnostic Codes

Terri Elizabeth Workman, Joel Kupersmith, Phillip Ma, Christopher Spevak, Friedhelm Sandbrink, Yan Cheng Qing Zeng-Treitler

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 17 pages, 4 figures, 8 tables

2401.10694 2024-01-22 eess.SP 57%

An Efficient Algorithm Based on Wavelet Transform to Reduce Powerline Noise From Electrocardiograms

Juan Rodenas, Manuel Garcia, Jose J. Rieta, Raul Alcaraz

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

Journal ref Computing in Cardiology 2018; Vol 45

2401.10291 2024-01-22 eess.SP cs.SD eess.AS 57%

Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework

Pieter De Clercq, Corentin Puffay, Jill Kries, Hugo Van Hamme, Maaike Vandermosten, Tom Francart, Jonas Vanthornhout

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

Comments Shared first authors: De Clercq & Puffay

2401.09682 2024-01-19 cs.LG 57%

Comparative Study on the Performance of Categorical Variable Encoders in Classification and Regression Tasks

Wenbin Zhu, Runwen Qiu, Ying Fu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

1. 诊断辅助 8277 篇

A Review of Data Mining in Personalized Education: Current Trends and Future Prospects

Degradation Modeling and Prognostic Analysis Under Unknown Failure Modes

Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection

Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making

MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs

Two-stage Cytopathological Image Synthesis for Augmenting Cervical Abnormality Screening

Enhancing Electrical Impedance Tomography reconstruction using Learned Half-Quadratic Splitting Networks with Anderson Acceleration

Adversarial Feature Map Pruning for Backdoor

Multi-scale Spatio-temporal Transformer-based Imbalanced Longitudinal Learning for Glaucoma Forecasting from Irregular Time Series Images

Cell Graph Transformer for Nuclei Classification

UniCell: Universal Cell Nucleus Classification via Prompt Learning

InMD-X: Large Language Models for Internal Medicine Doctors

Predicting Fatigue Crack Growth via Path Slicing and Re-Weighting

Unsupervised Discovery of Clinical Disease Signatures Using Probabilistic Independence

Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts

Illuminate: A novel approach for depression detection with explainable analysis and proactive therapy using prompt engineering

Synchro-Transient-Extracting Transform for the Analysis of Signals with Both Harmonic and Impulsive Components

Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model

Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective

LLM-Enhanced Data Management

3DPFIX: Improving Remote Novices' 3D Printing Troubleshooting through Human-AI Collaboration

In-Bed Pose Estimation: A Review

Design & Implementation of Automatic Machine Condition Monitoring and Maintenance System in Limited Resource Situations

pyAKI -- An Open Source Solution to Automated KDIGO classification

Evaluating Echo State Network for Parkinson's Disease Prediction using Voice Features

Graph Neural Networks based Log Anomaly Detection and Explanation

A Comparison of Veterans with Problematic Opioid Use Identified through Natural Language Processing of Clinical Notes versus Using Diagnostic Codes

An Efficient Algorithm Based on Wavelet Transform to Reduce Powerline Noise From Electrocardiograms

Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework

Comparative Study on the Performance of Categorical Variable Encoders in Classification and Regression Tasks