医学 AI

Developing an End-to-End Framework for Predicting the Social Communication Severity Scores of Children with Autism Spectrum Disorder

Jihyun Mun, Sunhee Kim, Minhwa Chung

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

Comments Accepted for Interspeech 2024

Enhancing Autism Spectrum Disorder Early Detection with the Parent-Child Dyads Block-Play Protocol and an Attention-enhanced GCN-xLSTM Hybrid Deep Learning Framework

Xiang Li, Lizhou Fan, Hanbo Wu, Kunping Chen, Xiaoxiao Yu, Chao Che, Zhifeng Cai, Xiuhong Niu, Aihua Cao, Xin Ma

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

Comments 18 pages, 8 figures, and 4 tables

A novel approach for glaucoma classification by wavelet neural networks using graph-based, statisitcal features of qualitatively improved images

N. Krishna Santosh, Soubhagya Sankar Barpanda

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

Comments 25 pages

Classification of Diabetic Retinopathy using Pre-Trained Deep Learning Models

Inas Al-Kamachy, Reza Hassanpour, Roya Choupani

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

Comments 3 pages, 1 figure, 1 table

Machine Learning-Based Jamun Leaf Disease Detection: A Comprehensive Review

Auvick Chandra Bhowmik, Md. Taimur Ahad, Yousuf Rayhan Emon

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

Combined Channel and Spatial Attention-based Stereo Endoscopic Image Super-Resolution

Mansoor Hayat, Supavadee Armvith, Titipat Achakulvisut

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

Journal ref TENCON 2023 - 2023 IEEE Region 10 Conference (TENCON)

Weakly Supervised Object Detection for Automatic Tooth-marked Tongue Recognition

Yongcun Zhang, Jiajun Xu, Yina He, Shaozi Li, Zhiming Luo, Huangwei Lei

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

SHEDAD: SNN-Enhanced District Heating Anomaly Detection for Urban Substations

Jonne van Dreven, Abbas Cheddad, Sadi Alawadi, Ahmad Nauman Ghazi, Jad Al Koussa, Dirk Vanhoudt

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

Comments 12 pages, 5 figures, FMEC2024

Development of a Large Language Model-based Multi-Agent Clinical Decision Support System for Korean Triage and Acuity Scale (KTAS)-Based Triage and Treatment Planning in Emergency Departments

Seungjun Han, Wongyung Choi

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

Early Prediction of Causes (not Effects) in Healthcare by Long-Term Clinical Time Series Forecasting

Michael Staniek, Marius Fracarolli, Michael Hagmann, Stefan Riezler

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

Comments Published at Machine Learning for Healthcare (MLHC), Toronto, 2024

Bayesian neural networks via MCMC: a Python-based tutorial

Rohitash Chandra, Joshua Simmons

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

Comments IEEE Access (2024)

Bidirectional Generative Pre-training for Improving Healthcare Time-series Representation Learning

Ziyang Song, Qincheng Lu, He Zhu, David Buckeridge, Yue Li

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

AI-driven Transformer Model for Fault Prediction in Non-Linear Dynamic Automotive System

Priyanka Kumar

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

RuleAlign: Making Large Language Models Better Physicians with Diagnostic Rule Alignment

Xiaohan Wang, Xiaoyan Yang, Yuqi Zhu, Yue Shen, Jian Wang, Peng Wei, Lei Liang, Jinjie Gu, Huajun Chen, Ningyu Zhang

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

Comments Ongoing work

Explainable Anomaly Detection: Counterfactual driven What-If Analysis

Logan Cummins, Alexander Sommers, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jaboure, Thomas Arnold

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

Comments 8 pages, 6 figures, 3 tables

Automated Optical Reading of Scanned ECGs

Manuel Pazos-Santomé, Fernando Martín-Rodríguez, Mónica Fernández-Barciela

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

Comments 6 pages, 13 figures

Hypergraph Learning based Recommender System for Anomaly Detection, Control and Optimization

Sakhinana Sagar Srinivas, Rajat Kumar Sarkar, Venkataramana Runkana

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

Comments 16 pages, 10 figure, Accepted at IEEE International Conference on Big Data 2022, Osaka, Japan

Journal ref IEEE International Conference on Big Data (2022) 1922-1929

Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal Transport

Eduardo Fernandes Montesuma, Fred Ngolè Mboula, Antoine Souloumiac

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

Comments 13 pages, 6 figures, accepted as a research track paper at the ECML-PKDD 2024 conference

Physics-informed State-space Neural Networks for Transport Phenomena

Akshay J. Dave, Richard B. Vilim

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

Comments 19 pages, 13 figures

RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports

Jiawei Du, Jia Guo, Weihang Zhang, Shengzhu Yang, Hanruo Liu, Huiqi Li, Ningli Wang

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

Comments Accepted by MICCAI 2024

Comparative Performance Analysis of Transformer-Based Pre-Trained Models for Detecting Keratoconus Disease

Nayeem Ahmed, Md Maruf Rahman, Md Fatin Ishrak, Md Imran Kabir Joy, Md Sanowar Hossain Sabuj, Md. Sadekur Rahman

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

Comments 14 pages, 3 tables, 27 figures

Gaussian Pancakes: Geometrically-Regularized 3D Gaussian Splatting for Realistic Endoscopic Reconstruction

Sierra Bonilla, Shuai Zhang, Dimitrios Psychogyios, Danail Stoyanov, Francisco Vasconcelos, Sophia Bano

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

Comments 12 pages, 5 figures

CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus images

Chong Zhong, Yang Li, Danjuan Yang, Meiyan Li, Xingyao Zhou, Bo Fu, Catherine C. Liu, A. H. Welsh

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

HELP: Hierarchical Embeddings-based Log Parsing

Andy Xu, Arno Gau

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

Enabling Regional Explainability by Automatic and Model-agnostic Rule Extraction

Yu Chen, Tianyu Cui, Alexander Capstick, Nan Fletcher-Loyd, Payam Barnaghi

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

Domain-invariant Representation Learning via Segment Anything Model for Blood Cell Classification

Yongcheng Li, Lingcong Cai, Ying Lu, Cheng Lin, Yupeng Zhang, Jingyan Jiang, Genan Dai, Bowen Zhang, Jingzhou Cao, Xiangzhong Zhang, Xiaomao Fan

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

Minimum Enclosing Ball Synthetic Minority Oversampling Technique from a Geometric Perspective

Yi-Yang Shangguan, Shi-Shun Chen, Xiao-Yang Li

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

Assessing Robustness of Machine Learning Models using Covariate Perturbations

Arun Prakash R, Anwesha Bhattacharyya, Joel Vaughan, Vijayan N. Nair

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

Comments 31 pages, 11 figures, 14 tables

Enhanced Fault Detection and Cause Identification Using Integrated Attention Mechanism

Mohammad Ali Labbaf Khaniki, Alireza Golkarieh, Houman Nouri, Mohammad Manthouri

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

COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data

Ting-Yun Ou, Ching Chang, Wen-Chih Peng

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

Comments This paper has been accepted by the ACM International Conference on Information and Knowledge Management (CIKM) 2024