医学 AI

A Graph Reconstruction by Dynamic Signal Coefficient for Fault Classification

Wenbin He, Jianxu Mao, Yaonan Wang, Zhe Li, Qiu Fang, Haotian Wu

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

Comments The feature extraction algorithm DFSL has errors in derivation and experimental deficiencies

CauDR: A Causality-inspired Domain Generalization Framework for Fundus-based Diabetic Retinopathy Grading

Hao Wei, Peilun Shi, Juzheng Miao, Minqing Zhang, Guitao Bai, Jianing Qiu, Furui Liu, Wu Yuan

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

Comments 13 pages, 9 figures

An Intelligent Approach to Detecting Novel Fault Classes for Centrifugal Pumps Based on Deep CNNs and Unsupervised Methods

Mahdi Abdollah Chalaki, Daniyal Maroufi, Mahdi Robati, Mohammad Javad Karimi, Ali Sadighi

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

Comments 6 pages, 9 figures

When to Trust AI: Advances and Challenges for Certification of Neural Networks

Marta Kwiatkowska, Xiyue Zhang

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

Beta quantile regression for robust estimation of uncertainty in the presence of outliers

Haleh Akrami, Omar Zamzam, Anand Joshi, Sergul Aydore, Richard Leahy

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

Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals

Louis Blankemeier, Sebastien Baur, Wei-Hung Weng, Jake Garrison, Yossi Matias, Shruthi Prabhakara, Diego Ardila, Zaid Nabulsi

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

Comments 7 pages, 2 pages appendix, 2 figures, 5 appendix tables

After-Fatigue Condition: A Novel Analysis Based on Surface EMG Signals

Van Hieu Nguyen, Gia Thien Luu, Thien Van Luong, Mai Xuan Trang, Philippe Ravier, Olivier Buttelli

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

Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning

Francesco Conti, Martina Banchelli, Valentina Bessi, Cristina Cecchi, Fabrizio Chiti, Sara Colantonio, Cristiano D'Andrea, Marella de Angelis, Davide Moroni, Benedetta Nacmias, Maria Antonietta Pascali, Sandro Sorbi, Paolo Matteini

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

Comments Accepter for inclusion in AITA 2023 (http://aita.isti.cnr.it/)

Companion Animal Disease Diagnostics based on Literal-aware Medical Knowledge Graph Representation Learning

Van Thuy Hoang, Sang Thanh Nguyen, Sangmyeong Lee, Jooho Lee, Luong Vuong Nguyen, O-Joun Lee

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

Comments 16 pages

Screening of Pneumonia and Urinary Tract Infection at Triage using TriNet

Stephen Z. Lu

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

Comments Index Terms: Downstream testing, Machine Learning, Medical directives, Modelling, Modular network, Pneumonia, Positive predictive value, Screening, Triage, Urinary tract infection

Multimodal Contrastive Learning and Tabular Attention for Automated Alzheimer's Disease Prediction

Weichen Huang

专题命中 诊断辅助 ：MRI(abstract)；分类 cs.CV

On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Jindong Wang, Xixu Hu, Wenxin Hou, Hao Chen, Runkai Zheng, Yidong Wang, Linyi Yang, Haojun Huang, Wei Ye, Xiubo Geng, Binxin Jiao, Yue Zhang, Xing Xie

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

Comments Highlighted paper at ICLR 2023 workshop on Trustworthy and Reliable Large-Scale Machine Learning Models; code is at: https://github.com/microsoft/robustlearn; more works: https://llm-eval.github.io/

Neural Network-Based Histologic Remission Prediction In Ulcerative Colitis

Yemin li, Zhongcheng Liu, Xiaoying Lou, Mirigual Kurban, Miao Li, Jie Yang, Kaiwei Che, Jiankun Wang, Max Q. -H Meng, Yan Huang, Qin Guo, Pinjin Hu

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

DETDet: Dual Ensemble Teeth Detection

Kyoungyeon Choi, Jaewon Shin, Eunyi Lyou

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

What's Race Got to do with it? Predicting Youth Depression Across Racial Groups Using Machine and Deep Learning

Nathan Zhong, Nikhil Yadav

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

Comments 6 pages

Hyper Association Graph Matching with Uncertainty Quantification for Coronary Artery Semantic Labeling

Chen Zhao, Michele Esposito, Zhihui Xu, Weihua Zhou

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

Comments 8 pages, 2 figures

Investigating Conversion from Mild Cognitive Impairment to Alzheimer's Disease using Latent Space Manipulation

Deniz Sezin Ayvaz, Inci M. Baytas

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

Severity Classification of Parkinson's Disease from Speech using Single Frequency Filtering-based Features

Sudarsana Reddy Kadiri, Manila Kodali, Paavo Alku

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

Comments Accepted by INTERSPEECH 2023

Learning Through Guidance: Knowledge Distillation for Endoscopic Image Classification

Harshala Gammulle, Yubo Chen, Sridha Sridharan, Travis Klein, Clinton Fookes

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

Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities

Munib Mesinovic, Peter Watkinson, Tingting Zhu

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

A Real-time Non-contact Localization Method for Faulty Electric Energy Storage Components using Highly Sensitive Magnetometers

Tonghui Peng, Wei Gao, Ya Wu, Yulong Ma, Shiwu Zhang, Yinan Hu

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

Improving ICD-based semantic similarity by accounting for varying degrees of comorbidity

Jan Janosch Schneider, Marius Adler, Christoph Ammer-Herrmenau, Alexander Otto König, Ulrich Sax, Jonas Hügel

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

Comments 11 pages, 6 figures, 1 table

LLM As DBA

Xuanhe Zhou, Guoliang Li, Zhiyuan Liu

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

AlgDiff: An open source toolbox for the design, analysis and discretisation of algebraic differentiators

Amine Othmane, Joachim Rudolph

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

Facial Prior Based First Order Motion Model for Micro-expression Generation

Yi Zhang, Youjun Zhao, Yuhang Wen, Zixuan Tang, Xinhua Xu, Mengyuan Liu

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

Comments ACM Multimedia 2021

A Voting-Stacking Ensemble of Inception Networks for Cervical Cytology Classification

Linyi Qian, Qian Huang, Yulin Chen, Junzhou Chen

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

Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases

Wentao Zhang, Yujun Huang, Tong Zhang, Qingsong Zou, Wei-Shi Zheng, Ruixuan Wang

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

Comments 10 pages

Transfer Learning with Deep Tabular Models

Roman Levin, Valeriia Cherepanova, Avi Schwarzschild, Arpit Bansal, C. Bayan Bruss, Tom Goldstein, Andrew Gordon Wilson, Micah Goldblum

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

Journal ref International Conference on Learning Representations (ICLR), 2023

Self-Supervised Learning of Gait-Based Biomarkers

R. James Cotton, J. D. Peiffer, Kunal Shah, Allison DeLillo, Anthony Cimorelli, Shawana Anarwala, Kayan Abdou, Tasos Karakostas

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

Comments Accepted to Ambient Inteligence for Healthcare workshop at MICCAI 2023

Journal ref Ambient Inteligence for Healthcare workshop at MICCAI 2023

Knowledge Graph Enhanced Intelligent Tutoring System Based on Exercise Representativeness and Informativeness

Linqing Li, Zhifeng Wang

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

Comments 31 pages, 6 figures