医学 AI

Fault Identification Enhancement with Reinforcement Learning (FIERL)

Valentina Zaccaria, Davide Sartor, Simone Del Favero, Gian Antonio Susto

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

Comparison of Methods in Skin Pigment Decomposition

Hao Gong, Michel Desvignes

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

Comments 5 pages, 7 figures

Region-specific Risk Quantification for Interpretable Prognosis of COVID-19

Zhusi Zhong, Jie Li, Zhuoqi Ma, Scott Collins, Harrison Bai, Paul Zhang, Terrance Healey, Xinbo Gao, Michael K. Atalay, Zhicheng Jiao

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

TFCounter:Polishing Gems for Training-Free Object Counting

Pan Ting, Jianfeng Lin, Wenhao Yu, Wenlong Zhang, Xiaoying Chen, Jinlu Zhang, Binqiang Huang

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

Comments 14pages,11 figuers

Diabetic Retinopathy Detection Using Quantum Transfer Learning

Ankush Jain, Rinav Gupta, Jai Singhal

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

Comments 14 pages, 12 figures and 5 tables

DTAAD: Dual Tcn-Attention Networks for Anomaly Detection in Multivariate Time Series Data

Lingrui Yu

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

Journal ref Knowledge-Based Systems. 295 (2024) 111849

Heart Disease Detection using Quantum Computing and Partitioned Random Forest Methods

Hanif Heidari, Gerhard Hellstern, Murugappan Murugappan

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

Robust, fast and accurate mapping of diffusional mean kurtosis

Megan E. Farquhar, Qianqian Yang, Viktor Vegh

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

Transparent AI: Developing an Explainable Interface for Predicting Postoperative Complications

Yuanfang Ren, Chirayu Tripathi, Ziyuan Guan, Ruilin Zhu, Victoria Hougha, Yingbo Ma, Zhenhong Hu, Jeremy Balch, Tyler J. Loftus, Parisa Rashidi, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Azra Bihorac

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

Comments 32 pages, 7 figures, 4 supplement figures and 1 supplement table

Exploring Machine Learning Algorithms for Infection Detection Using GC-IMS Data: A Preliminary Study

Christos Sardianos, Chrysostomos Symvoulidis, Matthias Schlögl, Iraklis Varlamis, Georgios Th. Papadopoulos

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

Comments EEITE 2024, IEEE Conference

Machine Learning Techniques for Source Localisation in Elastic Media

Bansi Mandalia, Steve Greenwald, Simon Shaw, Gregory Slabaugh

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

Comments MSc dissertation, Queen Mary University of London (2022 Calendar Year)

DCAE-SR: Design of a Denoising Convolutional Autoencoder for reconstructing Electrocardiograms signals at Super Resolution

Ugo Lomoio, Pierangelo Veltri, Pietro Hiram Guzzi, Pietro Lio'

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

Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications

Raquel Lazcano, Daniel Madroñal, Giordana Florimbi, Jaime Sancho, Sergio Sanchez, Raquel Leon, Himar Fabelo, Samuel Ortega, Emanuele Torti, Ruben Salvador, Margarita Marrero-Martin, Francesco Leporati, Eduardo Juarez, Gustavo M Callico, Cesar Sanz

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

Comments 18 pages, 7 figues

A Survey on Data-Driven Fault Diagnostic Techniques for Marine Diesel Engines

Ayah Youssef, Hassan Noura, Abderrahim El Amrani, El Mostafa El Adel, Mustapha Ouladsine

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

Journal ref 12th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, International Federation of Automatic Control (IFAC), Jun 2024, Farrera, Italy

Topological Interpretability for Deep-Learning

Adam Spannaus, Heidi A. Hanson, Lynne Penberthy, Georgia Tourassi

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

Unified Multi-modal Diagnostic Framework with Reconstruction Pre-training and Heterogeneity-combat Tuning

Yupei Zhang, Li Pan, Qiushi Yang, Tan Li, Zhen Chen

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

Comments to be published in IEEE JBHI; Code available at https://github.com/helenypzhang/UMD

Deep Reinforcement Learning for Personalized Diagnostic Decision Pathways Using Electronic Health Records: A Comparative Study on Anemia and Systemic Lupus Erythematosus

Lillian Muyama, Antoine Neuraz, Adrien Coulet

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

Comments arXiv admin note: substantial text overlap with arXiv:2305.06295

Characterization of Large Language Model Development in the Datacenter

Qinghao Hu, Zhisheng Ye, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang

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

Inline AI: Open-source Deep Learning Inference for Cardiac MR

Hui Xue, Rhodri H Davies, James Howard, Hunain Shiwani, Azaan Rehman, Iain Pierce, Henry Procter, Marianna Fontana, James C Moon, Eylem Levelt, Peter Kellman

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

Leveraging Machine Learning for Early Autism Detection via INDT-ASD Indian Database

Trapti Shrivastava, Harshal Chaudhari, Vrijendra Singh

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

A Novel Stochastic Transformer-based Approach for Post-Traumatic Stress Disorder Detection using Audio Recording of Clinical Interviews

Mamadou Dia, Ghazaleh Khodabandelou, Alice Othmani

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

Journal ref 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (2023) 700-705

Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly Detection

Xiangyu Dong, Xingyi Zhang, Sibo Wang

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

Towards Reducing Diagnostic Errors with Interpretable Risk Prediction

Denis Jered McInerney, William Dickinson, Lucy C. Flynn, Andrea C. Young, Geoffrey S. Young, Jan-Willem van de Meent, Byron C. Wallace

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

A Theoretical and Practical Framework for Evaluating Uncertainty Calibration in Object Detection

Pedro Conde, Rui L. Lopes, Cristiano Premebida

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

Comments Pre-print

RIS-aided Localization under Pixel Failures

Cuneyd Ozturk, Musa Furkan Keskin, Vincenzo Sciancalepore, Henk Wymeersch, Sinan Gezici

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

An Explainable AI Framework for Artificial Intelligence of Medical Things

Al Amin, Kamrul Hasan, Saleh Zein-Sabatto, Deo Chimba, Imtiaz Ahmed, Tariqul Islam

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

Comments 7 pages, 8 figures

Enhancing ASD detection accuracy: a combined approach of machine learning and deep learning models with natural language processing

Sergio Rubio-Martín, María Teresa García-Ordás, Martín Bayón-Gutiérrez, Natalia Prieto-Fernández, José Alberto Benítez-Andrades

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

Journal ref Health Inf Sci Syst 12, 20 (2024)

3D Kinematics Estimation from Video with a Biomechanical Model and Synthetic Training Data

Zhi-Yi Lin, Bofan Lyu, Judith Cueto Fernandez, Eline van der Kruk, Ajay Seth, Xucong Zhang

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

Multi-Source Interactive Resilient Fusion Algorithm Based on RIEKF

Ye Xiaoyu, Song Fujun, Zhu Xiaohu, Zeng Qinghua

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

Language-assisted Vision Model Debugger: A Sample-Free Approach to Finding and Fixing Bugs

Chaoquan Jiang, Jinqiang Wang, Rui Hu, Jitao Sang

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

Comments 10 pages,8 figures