医学 AI - arXivDaily 专题

2101.07914 2025-01-20 cs.LG cs.AI 57%

Intelligent Icing Detection Model of Wind Turbine Blades Based on SCADA data

Wenqian Jiang, Junyang Jin

机构 * China-EU Institute for Clean and Renewable Energy, Huazhong University of Science and Technology（华中科技大学中欧清洁与可再生能源学院）； HUST-Wuxi Research Institute（华中科技大学无锡研究院）

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 10 pages, 6 figures

2501.00190 2025-01-13 cs.LG cs.AI cs.HC 57%

SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction

Changchang Yin, Shihan Fu, Bingsheng Yao, Thai-Hoang Pham, Weidan Cao, Dakuo Wang, Jeffrey Caterino, Ping Zhang

机构 * The Ohio State University（俄亥俄州立大学）； The Ohio State University Wexner Medical Center（俄亥俄州立大学韦克斯纳医学中心）

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2501.01100 2025-01-10 cs.LG 57%

Long-range Brain Graph Transformer

Shuo Yu, Shan Jin, Ming Li, Tabinda Sarwar, Feng Xia

机构 * Dalian University of Technology（大连理工大学）； Zhejiang Institute of Optoelectronics（浙江光电研究院）； Zhejiang Normal University（浙江师范大学）； RMIT University（皇家墨尔本理工大学）

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2501.03967 2025-01-08 cs.CV 57%

Temporal Feature Weaving for Neonatal Echocardiographic Viewpoint Video Classification

Satchel French, Faith Zhu, Amish Jain, Naimul Khan

机构 * Mount Sinai Hospital（西奈山医院）

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Accepted to ISBI 2025

2311.06691 2025-01-07 cs.CV cs.AI 57%

Automatized Self-Supervised Learning for Skin Lesion Screening

Vullnet Useini, Stephanie Tanadini-Lang, Quentin Lohmeyer, Mirko Meboldt, Nicolaus Andratschke, Ralph P. Braun, Javier Barranco García

机构 * ETH Zurich（苏黎世联邦理工学院）； University Hospital Zurich（苏黎世大学医院）； University of Zurich（苏黎世大学）

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 11 pages, 4 figures

2305.14032 2024-12-30 eess.AS cs.LG cs.SD 57%

Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification

Sangmin Bae, June-Woo Kim, Won-Yang Cho, Hyerim Baek, Soyoun Son, Byungjo Lee, Changwan Ha, Kyongpil Tae, Sungnyun Kim, Se-Young Yun

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments INTERSPEECH 2023, Code URL: https://github.com/raymin0223/patch-mix_contrastive_learning

2412.18248 2024-12-25 cs.LG cs.AI cs.SD eess.AS 57%

Detection and Forecasting of Parkinson Disease Progression from Speech Signal Features Using MultiLayer Perceptron and LSTM

Majid Ali, Hina Shakir, Asia Samreen, Sohaib Ahmed

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2410.09945 2024-12-25 stat.ML cs.LG 57%

Variational Diffusion Posterior Sampling with Midpoint Guidance

Badr Moufad, Yazid Janati, Lisa Bedin, Alain Durmus, Randal Douc, Eric Moulines, Jimmy Olsson

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2405.00755 2024-12-24 cs.ET cs.LG quant-ph 57%

Quantum AI for Alzheimer's disease early screening

Giacomo Cappiello, Filippo Caruso

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 20 pages, 6 figures

2401.11669 2024-12-24 cs.LG cs.AI cs.NE 57%

An Improved Grey Wolf Optimization Algorithm for Heart Disease Prediction

Sihan Niu, Yifan Zhou, Zhikai Li, Shuyao Huang, Yujun Zhou

专题命中诊断辅助：medical image(abstract)；分类 cs.LG

2410.09289 2024-12-17 cs.SD cs.AI cs.LG eess.AS 57%

Multimodal Audio-based Disease Prediction with Transformer-based Hierarchical Fusion Network

Jinjin Cai, Ruiqi Wang, Dezhong Zhao, Ziqin Yuan, Victoria McKenna, Aaron Friedman, Rachel Foot, Susan Storey, Ryan Boente, Sudip Vhaduri, Byung-Cheol Min

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2412.09740 2024-12-16 cs.NI cs.LG 57%

TelApart: Differentiating Network Faults from Customer-Premise Faults in Cable Broadband Networks

Jiyao Hu, Zhenyu Zhou, Xiaowei Yang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 14 pages. arXiv admin note: text overlap with arXiv:2412.09564

2412.08012 2024-12-12 cs.LG stat.ML 57%

Of Dice and Games: A Theory of Generalized Boosting

Marco Bressan, Nataly Brukhim, Nicolò Cesa-Bianchi, Emmanuel Esposito, Yishay Mansour, Shay Moran, Maximilian Thiessen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2407.18492 2024-12-11 cs.CV 57%

Neural Modulation Alteration to Positive and Negative Emotions in Depressed Patients: Insights from fMRI Using Positive/Negative Emotion Atlas

Yu Feng, Weiming Zeng, Yifan Xie, Hongyu Chen, Lei Wang, Yingying Wang, Hongjie Yan, Kaile Zhang, Ran Tao, Wai Ting Siok, Nizhuan Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 24 pages

Journal ref Tomography, 2024

2412.06012 2024-12-10 eess.IV physics.med-ph 57%

Continuous non-contact vital sign monitoring of neonates in intensive care units using RGB-D cameras

Silas Ruhrberg Estévez, Alex Grafton, Lynn Thomson, Joana Warnecke, Kathryn Beardsall, Joan Lasenby

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

2412.05861 2024-12-10 cs.HC cs.CL cs.LG 57%

Depression detection from Social Media Bangla Text Using Recurrent Neural Networks

Sultan Ahmed, Salman Rakin, Mohammad Washeef Ibn Waliur, Nuzhat Binte Islam, Billal Hossain, Md. Mostofa Akbar

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Initial version with Bangla text. arXiv admin note: substantial text overlap with arXiv:2411.04542

2412.03701 2024-12-06 cs.LG 57%

Interpretable Hierarchical Attention Network for Medical Condition Identification

Dongping Fang, Lian Duan, Xiaojing Yuan, Allyn Klunder, Kevin Tan, Suiting Cao, Yeqing Ji, Mike Xu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2412.02000 2024-12-04 cs.LG cs.AI 57%

Who's Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation

Trenton Chang, Lindsay Warrenburg, Sae-Hwan Park, Ravi B. Parikh, Maggie Makar, Jenna Wiens

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 38 pages, 31 figures. NeurIPS 2024

2403.03077 2024-12-03 cs.CV 57%

MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding

Chun-Peng Chang, Shaoxiang Wang, Alain Pagani, Didier Stricker

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments CVPR 2024

2411.18926 2024-12-02 cs.CV 57%

Data Augmentation with Diffusion Models for Colon Polyp Localization on the Low Data Regime: How much real data is enough?

Adrian Tormos, Blanca Llauradó, Fernando Núñez, Axel Romero, Dario Garcia-Gasulla, Javier Béjar

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2405.15085 2024-12-02 eess.SP cs.SD eess.AS 57%

Acoustical Features as Knee Health Biomarkers: A Critical Analysis

Christodoulos Kechris, Jerome Thevenot, Tomas Teijeiro, Vincent A. Stadelmann, Nicola A. Maffiuletti, David Atienza

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

2411.18656 2024-12-02 stat.ML cs.AI cs.LG 57%

The Return of Pseudosciences in Artificial Intelligence: Have Machine Learning and Deep Learning Forgotten Lessons from Statistics and History?

Jérémie Sublime

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2306.01646 2024-11-26 stat.ML cs.CY cs.LG 57%

Auditing for Human Expertise

Rohan Alur, Loren Laine, Darrick K. Li, Manish Raghavan, Devavrat Shah, Dennis Shung

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 30 pages, 10 figures. Appeared in the proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS 2023). 11/2024 replacement fixes typo in the definition of $τ_k$, as pointed out by Liuquan Nie

2408.15289 2024-11-22 cs.CY cs.LG 57%

Multi-Class Plant Leaf Disease Detection: A CNN-based Approach with Mobile App Integration

Md Aziz Hosen Foysal, Foyez Ahmed, Md Zahurul Haque

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref International Journal of Computer Applications Volume 186, No.41, September 2024

2411.13097 2024-11-21 cs.LG cs.IT math.IT 57%

Incremental Label Distribution Learning with Scalable Graph Convolutional Networks

Ziqi Jia, Xiaoyang Qu, Chenghao Liu, Jianzong Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted by the 26th IEEE International Conference on High Performance Computing and Communications (HPCC2024)

2411.12678 2024-11-20 cs.CV cs.AI 57%

Deep Learning-Driven Heat Map Analysis for Evaluating thickness of Wounded Skin Layers

Devakumar GR, JB Kaarthikeyan, Dominic Immanuel T, Sheena Christabel Pravin

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2411.11048 2024-11-19 cs.LG cs.CY 57%

Generating medical screening questionnaires through analysis of social media data

Ortal Ashkenazi, Elad Yom-Tov, Liron Vardi David

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2411.10983 2024-11-19 cs.CV 57%

Framework for developing and evaluating ethical collaboration between expert and machine

Ayan Banerjee, Payal Kamboj, Sandeep Gupta

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Accepted in ECAI Workshop AIEB

2205.10952 2024-11-19 cs.LG 57%

Generalization ability and Vulnerabilities to adversarial perturbations: Two sides of the same coin

Jung Hoon Lee, Sujith Vijayan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 19 pages, 12 main figures, 4 supplemental figures, 2 tables

2411.08013 2024-11-14 cs.SD cs.AI cs.LG eess.AS 57%

Investigating the Effectiveness of Explainability Methods in Parkinson's Detection from Speech

Eleonora Mancini, Francesco Paissan, Paolo Torroni, Mirco Ravanelli, Cem Subakan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments The first two authors contributed equally to this research: author order is alphabetical

1. 诊断辅助 8277 篇

Intelligent Icing Detection Model of Wind Turbine Blades Based on SCADA data

SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction

Long-range Brain Graph Transformer

Temporal Feature Weaving for Neonatal Echocardiographic Viewpoint Video Classification

Automatized Self-Supervised Learning for Skin Lesion Screening

Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification

Detection and Forecasting of Parkinson Disease Progression from Speech Signal Features Using MultiLayer Perceptron and LSTM

Variational Diffusion Posterior Sampling with Midpoint Guidance

Quantum AI for Alzheimer's disease early screening

An Improved Grey Wolf Optimization Algorithm for Heart Disease Prediction

Multimodal Audio-based Disease Prediction with Transformer-based Hierarchical Fusion Network

TelApart: Differentiating Network Faults from Customer-Premise Faults in Cable Broadband Networks

Of Dice and Games: A Theory of Generalized Boosting

Neural Modulation Alteration to Positive and Negative Emotions in Depressed Patients: Insights from fMRI Using Positive/Negative Emotion Atlas

Continuous non-contact vital sign monitoring of neonates in intensive care units using RGB-D cameras

Depression detection from Social Media Bangla Text Using Recurrent Neural Networks

Interpretable Hierarchical Attention Network for Medical Condition Identification

Who's Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation

MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding

Data Augmentation with Diffusion Models for Colon Polyp Localization on the Low Data Regime: How much real data is enough?

Acoustical Features as Knee Health Biomarkers: A Critical Analysis

The Return of Pseudosciences in Artificial Intelligence: Have Machine Learning and Deep Learning Forgotten Lessons from Statistics and History?

Auditing for Human Expertise

Multi-Class Plant Leaf Disease Detection: A CNN-based Approach with Mobile App Integration

Incremental Label Distribution Learning with Scalable Graph Convolutional Networks

Deep Learning-Driven Heat Map Analysis for Evaluating thickness of Wounded Skin Layers

Generating medical screening questionnaires through analysis of social media data

Framework for developing and evaluating ethical collaboration between expert and machine

Generalization ability and Vulnerabilities to adversarial perturbations: Two sides of the same coin

Investigating the Effectiveness of Explainability Methods in Parkinson's Detection from Speech