医学 AI - arXivDaily 专题

2405.13753 2024-10-08 cs.LG cs.AI cs.HC econ.GN q-fin.EC 57%

A Dynamic Model of Performative Human-ML Collaboration: Theory and Empirical Evidence

Tom Sühr, Samira Samadi, Chiara Farronato

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 10 Pages and appendix

2410.04322 2024-10-08 cs.SE cs.AI cs.LG 57%

Toward Debugging Deep Reinforcement Learning Programs with RLExplorer

Rached Bouchoucha, Ahmed Haj Yahmed, Darshan Patil, Janarthanan Rajendran, Amin Nikanjam, Sarath Chandar, Foutse Khomh

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted for publication in The International Conference on Software Maintenance and Evolution (ICSME 2024)

2403.11405 2024-10-03 eess.SP 57%

A Deep Learning Method for Beat-Level Risk Analysis and Interpretation of Atrial Fibrillation Patients during Sinus Rhythm

Jun Lei, Yuxi Zhou, Xue Tian, Qinghao Zhao, Qi Zhang, Shijia Geng, Qingbo Wu, Shenda Hong

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

2408.06890 2024-10-02 cs.LG cs.AI 57%

BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuning

Yuyang Xue, Junyu Yan, Raman Dutt, Fasih Haider, Jingshuai Liu, Steven McDonagh, Sotirios A. Tsaftaris

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted by MICCAI 2024 FAIMI Workshop Oral

2409.19011 2024-10-01 quant-ph cs.AI cs.LG 57%

Identification and Mitigating Bias in Quantum Machine Learning

Nandhini Swaminathan, David Danks

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 2 pages

2409.18614 2024-09-30 physics.optics cs.CV 57%

Metasurface-generated large and arbitrary analog convolution kernels for accelerated machine vision

Ruiqi Liang, Shuai Wang, Yiying Dong, Liu Li, Ying Kuang, Bohan Zhang, Yuanmu Yang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2409.16823 2024-09-26 eess.SP 57%

Exploring Brain Network Organization in Alzheimer Disease and Frontotemporal Dementia: A Crossplot Transition Entropy Approach

Shivani Ranjan, Lalan Kumar

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

2409.15492 2024-09-26 eess.SP 57%

Identification of fault frequency variation in the envelope spectrum in the vibration-based local damage detection in possible changing load/speed conditions

Daniel Kuzio, Radosław Zimroz, Agnieszka Wyłomańska

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

Journal ref Measurement 218 (2023) 113148

2409.15612 2024-09-25 cs.LG cs.AI 57%

Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration

Wangyang Ying, Dongjie Wang, Xuanming Hu, Ji Qiu, Jin Park, Yanjie Fu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2407.17844 2024-09-25 cs.SD cs.AI cs.CL cs.LG eess.AS 57%

Innovative Speech-Based Deep Learning Approaches for Parkinson's Disease Classification: A Systematic Review

Lisanne van Gelderen, Cristian Tejedor-García

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments van Gelderen, L., & Tejedor-García, C. (2024). Innovative Speech-Based Deep Learning Approaches for Parkinson's Disease Classification: A Systematic Review. Applied Sciences, 14(17). doi:10.3390/app14177873 This research was funded by the NWO research programme NGF AiNed Fellowship Grants under the project Responsible AI for Voice Diagnostics (RAIVD) - grant number NGF.1607.22.013

Journal ref Appl. Sci. 2024, 14(17), 7873

2409.14794 2024-09-24 cs.CV 57%

Advancing Depression Detection on Social Media Platforms Through Fine-Tuned Large Language Models

Shahid Munir Shah, Syeda Anshrah Gillani, Mirza Samad Ahmed Baig, Muhammad Aamer Saleem, Muhammad Hamzah Siddiqui

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 16 pages

2409.13409 2024-09-23 cs.CV 57%

Evaluating the plausibility of synthetic images for improving automated endoscopic stone recognition

Ruben Gonzalez-Perez, Francisco Lopez-Tiro, Ivan Reyes-Amezcua, Eduardo Falcon-Morales, Rosa-Maria Rodriguez-Gueant, Jacques Hubert, Michel Daudon, Gilberto Ochoa-Ruiz, Christian Daul

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 8 pages, 6 figures, 1 table, conference paper

Journal ref 2024 IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS)

2312.02350 2024-09-23 cs.CV 57%

Instant Uncertainty Calibration of NeRFs Using a Meta-Calibrator

Niki Amini-Naieni, Tomas Jakab, Andrea Vedaldi, Ronald Clark

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments ECCV 2024

2409.12391 2024-09-20 cs.LG 57%

Selecting a classification performance measure: matching the measure to the problem

David J. Hand, Peter Christen, Sumayya Ziyad

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2409.12304 2024-09-20 cs.CV 57%

Self-Supervised Pre-training Tasks for an fMRI Time-series Transformer in Autism Detection

Yinchi Zhou, Peiyu Duan, Yuexi Du, Nicha C. Dvornek

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2409.11377 2024-09-18 cs.LG 57%

Machine Learning on Dynamic Functional Connectivity: Promise, Pitfalls, and Interpretations

Jiaqi Ding, Tingting Dan, Ziquan Wei, Hyuna Cho, Paul J. Laurienti, Won Hwa Kim, Guorong Wu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2409.09968 2024-09-17 cs.CV cs.AI 57%

Artificial Intelligence-Based Opportunistic Coronary Calcium Screening in the Veterans Affairs National Healthcare System

Raffi Hagopian, Timothy Strebel, Simon Bernatz, Gregory A Myers, Erik Offerman, Eric Zuniga, Cy Y Kim, Angie T Ng, James A Iwaz, Sunny P Singh, Evan P Carey, Michael J Kim, R Spencer Schaefer, Jeannie Yu, Amilcare Gentili, Hugo JWL Aerts

专题命中诊断辅助：CT(abstract)；分类 cs.CV

2409.09944 2024-09-17 cs.LG cs.AI 57%

Fault Analysis And Predictive Maintenance Of Induction Motor Using Machine Learning

Kavana Venkatesh, Neethi M

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Presented at ICEECCOT-2018, Published in IEEE Xplore, 6 pages, 3 figures

Journal ref ICEECCOT-2018, Mysuru, India, 2018, pp. 1-6

2409.08181 2024-09-13 cs.CV 57%

Enhancing Canine Musculoskeletal Diagnoses: Leveraging Synthetic Image Data for Pre-Training AI-Models on Visual Documentations

Martin Thißen, Thi Ngoc Diep Tran, Ben Joel Schönbein, Ute Trapp, Barbara Esteve Ratsch, Beate Egner, Romana Piat, Elke Hergenröther

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2403.19586 2024-09-10 cs.CV cs.GR 57%

TOGS: Gaussian Splatting with Temporal Opacity Offset for Real-Time 4D DSA Rendering

Shuai Zhang, Huangxuan Zhao, Zhenghong Zhou, Guanjun Wu, Chuansheng Zheng, Xinggang Wang, Wenyu Liu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2409.04720 2024-09-10 cs.LG cs.AI 57%

A Comprehensive Survey on Evidential Deep Learning and Its Applications

Junyu Gao, Mengyuan Chen, Liangyu Xiang, Changsheng Xu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2310.02215 2024-09-10 physics.med-ph cs.LG 57%

An experimental system for detection and localization of hemorrhage using ultra-wideband microwaves with deep learning

Eisa Hedayati, Fatemeh Safari, George Verghese, Vito R. Ciancia, Daniel K. Sodickson, Seena Dehkharghani, Leeor Alon

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2409.03375 2024-09-06 cs.CL cs.AI cs.LG 57%

Leveraging Large Language Models through Natural Language Processing to provide interpretable Machine Learning predictions of mental deterioration in real time

Francisco de Arriba-Pérez, Silvia García-Méndez

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2409.02243 2024-09-05 cs.CV 57%

A Novel Audio-Visual Information Fusion System for Mental Disorders Detection

Yichun Li, Shuanglin Li, Syed Mohsen Naqvi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 27th International Conference on Information (FUSION)

2105.10816 2024-09-04 cs.LG 57%

Novel Deep Learning Architecture for Heart Disease Prediction using Convolutional Neural Network

Shadab Hussain, Santosh Kumar Nanda, Susmith Barigidad, Shadab Akhtar, Md Suaib, Niranjan K. Ray

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2010.13892 2024-09-04 q-fin.ST cs.LG 57%

Financial Data Analysis Using Expert Bayesian Framework For Bankruptcy Prediction

Amir Mukeri, Habibullah Shaikh, D. P. Gaikwad

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2409.00873 2024-09-04 cs.CV cs.AI 57%

Equitable Skin Disease Prediction Using Transfer Learning and Domain Adaptation

Sajib Acharjee Dip, Kazi Hasan Ibn Arif, Uddip Acharjee Shuvo, Ishtiaque Ahmed Khan, Na Meng

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

2303.08300 2024-09-04 cs.LG cs.AI 57%

Learning From High-Dimensional Cyber-Physical Data Streams for Diagnosing Faults in Smart Grids

Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 7 pages, 2 figures

Journal ref Int. J. Mach. Learn. & Cyber. (2024)

2301.11418 2024-09-04 cs.CV stat.AP 57%

Parkinson gait modelling from an anomaly deep representation

Edgar Rangel, Fabio Martinez

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Journal not submitted to any editorial

Journal ref Rangel, E., Martínez, F. Parkinsonian gait modelling from an anomaly deep representation. Multimed Tools Appl (2024)

2409.00338 2024-09-04 cs.LG cs.AI cs.SI 57%

GSpect: Spectral Filtering for Cross-Scale Graph Classification

Xiaoyu Zhang, Wenchuan Yang, Jiawei Feng, Bitao Dai, Tianci Bu, Xin Lu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

1. 诊断辅助 8277 篇

A Dynamic Model of Performative Human-ML Collaboration: Theory and Empirical Evidence

Toward Debugging Deep Reinforcement Learning Programs with RLExplorer

A Deep Learning Method for Beat-Level Risk Analysis and Interpretation of Atrial Fibrillation Patients during Sinus Rhythm

BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuning

Identification and Mitigating Bias in Quantum Machine Learning

Metasurface-generated large and arbitrary analog convolution kernels for accelerated machine vision

Exploring Brain Network Organization in Alzheimer Disease and Frontotemporal Dementia: A Crossplot Transition Entropy Approach

Identification of fault frequency variation in the envelope spectrum in the vibration-based local damage detection in possible changing load/speed conditions

Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration

Innovative Speech-Based Deep Learning Approaches for Parkinson's Disease Classification: A Systematic Review

Advancing Depression Detection on Social Media Platforms Through Fine-Tuned Large Language Models

Evaluating the plausibility of synthetic images for improving automated endoscopic stone recognition

Instant Uncertainty Calibration of NeRFs Using a Meta-Calibrator

Selecting a classification performance measure: matching the measure to the problem

Self-Supervised Pre-training Tasks for an fMRI Time-series Transformer in Autism Detection

Machine Learning on Dynamic Functional Connectivity: Promise, Pitfalls, and Interpretations

Artificial Intelligence-Based Opportunistic Coronary Calcium Screening in the Veterans Affairs National Healthcare System

Fault Analysis And Predictive Maintenance Of Induction Motor Using Machine Learning

Enhancing Canine Musculoskeletal Diagnoses: Leveraging Synthetic Image Data for Pre-Training AI-Models on Visual Documentations

TOGS: Gaussian Splatting with Temporal Opacity Offset for Real-Time 4D DSA Rendering

A Comprehensive Survey on Evidential Deep Learning and Its Applications

An experimental system for detection and localization of hemorrhage using ultra-wideband microwaves with deep learning

Leveraging Large Language Models through Natural Language Processing to provide interpretable Machine Learning predictions of mental deterioration in real time

A Novel Audio-Visual Information Fusion System for Mental Disorders Detection

Novel Deep Learning Architecture for Heart Disease Prediction using Convolutional Neural Network

Financial Data Analysis Using Expert Bayesian Framework For Bankruptcy Prediction

Equitable Skin Disease Prediction Using Transfer Learning and Domain Adaptation

Learning From High-Dimensional Cyber-Physical Data Streams for Diagnosing Faults in Smart Grids

Parkinson gait modelling from an anomaly deep representation

GSpect: Spectral Filtering for Cross-Scale Graph Classification