医学 AI - arXivDaily 专题

2107.07040 2022-03-02 cs.LG 57%

Parsimony-Enhanced Sparse Bayesian Learning for Robust Discovery of Partial Differential Equations

Zhiming Zhang, Yongming Liu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments arXiv admin note: text overlap with arXiv:2102.06504

2005.06935 2022-03-01 cs.LG stat.ML 57%

Simultaneous imputation and disease classification in incomplete medical datasets using Multigraph Geometric Matrix Completion (MGMC)

Gerome Vivar, Anees Kazi, Hendrik Burwinkel, Andreas Zwergal, Nassir Navab, Seyed-Ahmad Ahmadi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2202.10177 2022-02-22 cs.CV 57%

Cell nuclei classification in histopathological images using hybrid OLConvNet

Suvidha Tripathi, Satish Kumar Singh

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Journal ref @article{10.1145/3345318, year = {2020},journal = {ACM Trans. Multimedia Comput. Commun. Appl.}, volume = {16}, number = {1s}, issn = {1551-6857}, articleno = {32}, numpages = {22}}

2202.03944 2022-02-22 cs.LG cs.AI 57%

Detecting Anomalies within Time Series using Local Neural Transformations

Tim Schneider, Chen Qiu, Marius Kloft, Decky Aspandi Latif, Steffen Staab, Stephan Mandt, Maja Rudolph

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2112.07922 2022-02-21 cs.LG 57%

Ten years of image analysis and machine learning competitions in dementia

Esther E. Bron, Stefan Klein, Annika Reinke, Janne M. Papma, Lena Maier-Hein, Daniel C. Alexander, Neil P. Oxtoby

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 12 pages, 4 tables

2109.09001 2022-02-18 cs.LG cs.AI 57%

Machine Learning-Based COVID-19 Patients Triage Algorithm using Patient-Generated Health Data from Nationwide Multicenter Database

Min Sue Park, Hyeontae Jo, Haeun Lee, Se Young Jung, Hyung Ju Hwang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments To appear in Infectious Diseases and Therapy

Journal ref Infect Dis Ther 2022

2202.07603 2022-02-16 cs.CV cs.AI cs.CY 57%

Fairness Indicators for Systematic Assessments of Visual Feature Extractors

Priya Goyal, Adriana Romero Soriano, Caner Hazirbas, Levent Sagun, Nicolas Usunier

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2107.13856 2022-02-16 cs.LG cs.SY eess.SY stat.AP 57%

Predicting battery end of life from solar off-grid system field data using machine learning

Antti Aitio, David A. Howey

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2202.03268 2022-02-08 eess.SP cs.AI stat.AP 57%

Cyber-resilience for marine navigation by information fusion and change detection

Dimitrios Dagdilelis, Mogens Blanke, Rasmus Hjorth Andersen, Roberto Galeazzi

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

Comments 18 pages, 21 figures

2202.02950 2022-02-08 cs.HC cs.AI cs.LG 57%

Jury Learning: Integrating Dissenting Voices into Machine Learning Models

Mitchell L. Gordon, Michelle S. Lam, Joon Sung Park, Kayur Patel, Jeffrey T. Hancock, Tatsunori Hashimoto, Michael S. Bernstein

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments To appear at CHI 2022

2004.04552 2022-02-02 cs.LG cond-mat.stat-mech physics.data-an stat.ML 57%

Interactions in information spread: quantification and interpretation using stochastic block models

Gaël Poux-Médard, Julien Velcin, Sabine Loudcher

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 17 pages, 3 figures, RecSys'21

2004.01495 2022-02-01 eess.AS cs.LG cs.SD stat.ML 57%

Can Machine Learning Be Used to Recognize and Diagnose Coughs?

Charles Bales, Muhammad Nabeel, Charles N. John, Usama Masood, Haneya N. Qureshi, Hasan Farooq, Iryna Posokhova, Ali Imran

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted in IEEE International Conference on E-Health and Bioengineering - EHB 2020

2201.09172 2022-01-25 cs.LG cs.SE stat.ML 57%

An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series

Tareq Tayeh, Sulaiman Aburakhia, Ryan Myers, Abdallah Shami

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 12 pages, 9 figures, thesis: https://ir.lib.uwo.ca/etd/7961/

1906.00398 2022-01-24 cs.LG cs.SI stat.ML 57%

Cost-sensitive Boosting Pruning Trees for depression detection on Twitter

Lei Tong, Zhihua Liu, Zheheng Jiang, Feixiang Zhou, Long Chen, Jialin Lyu, Xiangrong Zhang, Qianni Zhang, Abdul Sadka Senior, Yinhai Wang, Ling Li, Huiyu Zhou

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 15 pages, 7 figures, Accepted by IEEE transactions on Affective Computing

2201.05040 2022-01-14 stat.ML cs.LG 57%

Multi-task longitudinal forecasting with missing values on Alzheimer's Disease

Carlos Sevilla-Salcedo, Vandad Imani, Pablo M. Olmos, Vanessa Gómez-Verdejo, Jussi Tohka

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2010.02542 2022-01-11 cs.SE cs.AI cs.LG 57%

Astraea: Grammar-based Fairness Testing

Ezekiel Soremekun, Sakshi Udeshi, Sudipta Chattopadhyay

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments IEEE Transactions on Software Engineering (2022)

2106.16139 2022-01-06 cs.CV 57%

Deep Convolutional Neural Networks for Onychomycosis Detection

Abdurrahim Yilmaz, Fatih Goktay, Rahmetullah Varol, Gulsum Gencoglan, Huseyin Uvet

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2201.00927 2022-01-05 cs.SD cs.LG eess.AS 57%

Classifying Autism from Crowdsourced Semi-Structured Speech Recordings: A Machine Learning Approach

Nathan A. Chi, Peter Washington, Aaron Kline, Arman Husic, Cathy Hou, Chloe He, Kaitlyn Dunlap, Dennis Wall

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 17 pages, 4 figures, submitted to JMIR Pediatrics and Parenting

2201.00893 2022-01-05 cs.CV 57%

Rice Diseases Detection and Classification Using Attention Based Neural Network and Bayesian Optimization

Yibin Wang, Haifeng Wang, Zhaohua Peng

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Journal ref Expert Systems with Applications, 178, 114770. (2021)

2110.12489 2022-01-04 cs.SE cs.LG 57%

A Comprehensive Survey of Logging in Software: From Logging Statements Automation to Log Mining and Analysis

Sina Gholamian, Paul A. S. Ward

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Under second revision at Transactions on Software Engineering -- Second Revision

2105.08822 2021-12-28 cs.CV 57%

Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction

Ruijing Yang, Ziyu Guan, Zitong Yu, Xiaoyi Feng, Jinye Peng, Guoying Zhao

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments IJCAI 2021

Journal ref https://www.ijcai.org/proceedings/2021/170

2112.09341 2021-12-20 cs.LG cs.DC 57%

Personalized On-Device E-health Analytics with Decentralized Block Coordinate Descent

Guanhua Ye, Hongzhi Yin, Tong Chen, Miao Xu, Quoc Viet Hung Nguyen, Jiangning Song

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2105.14891 2021-12-20 cs.CV 57%

ACNet: Mask-Aware Attention with Dynamic Context Enhancement for Robust Acne Detection

Kyungseo Min, Gun-Hee Lee, Seong-Whan Lee

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 6 pages, 5 figures, SMC 2021

2112.08224 2021-12-16 cs.LG 57%

Disparities in Social Determinants among Performances of Mortality Prediction with Machine Learning for Sepsis Patients

Hanyin Wang, Yikuan Li, Andrew Naidech, Yuan Luo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2108.04614 2021-12-14 cs.CV 57%

White blood cell subtype detection and classification

Nalla Praveen, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal, M. Syafrullah, Krisna Adiyarta

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2108.01204 2021-12-10 cs.CL cs.LG 57%

The RareDis corpus: a corpus annotated with rare diseases, their signs and symptoms

Claudia Martínez-deMiguel, Isabel Segura-Bedmar, Esteban Chacón-Solano, Sara Guerrero-Aspizua

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2112.02657 2021-12-07 cs.LG 57%

Using Convolutional Neural Networks for fault analysis and alleviation in accelerator systems

Jashanpreet Singh Sraw, Deepak M C

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2112.02625 2021-12-07 cs.LG cs.AI 57%

Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View

Di Jin, Elena Sergeeva, Wei-Hung Weng, Geeticka Chauhan, Peter Szolovits

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments The first four authors contributed equally, psz is the corresponding author. To appear as an advanced review in WIREs Mechanisms of Disease Journal

2112.02292 2021-12-07 cs.DC cs.LG 57%

PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing

Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted in Infocom 2022

2110.06610 2021-12-06 stat.ML cs.LG 57%

Metaparametric Neural Networks for Survival Analysis

Fabio Luis de Mello, J Mark Wilkinson, Visakan Kadirkamanathan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

1. 诊断辅助 8277 篇

Parsimony-Enhanced Sparse Bayesian Learning for Robust Discovery of Partial Differential Equations

Simultaneous imputation and disease classification in incomplete medical datasets using Multigraph Geometric Matrix Completion (MGMC)

Cell nuclei classification in histopathological images using hybrid OLConvNet

Detecting Anomalies within Time Series using Local Neural Transformations

Ten years of image analysis and machine learning competitions in dementia

Machine Learning-Based COVID-19 Patients Triage Algorithm using Patient-Generated Health Data from Nationwide Multicenter Database

Fairness Indicators for Systematic Assessments of Visual Feature Extractors

Predicting battery end of life from solar off-grid system field data using machine learning

Cyber-resilience for marine navigation by information fusion and change detection

Jury Learning: Integrating Dissenting Voices into Machine Learning Models

Interactions in information spread: quantification and interpretation using stochastic block models

Can Machine Learning Be Used to Recognize and Diagnose Coughs?

An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series

Cost-sensitive Boosting Pruning Trees for depression detection on Twitter

Multi-task longitudinal forecasting with missing values on Alzheimer's Disease

Astraea: Grammar-based Fairness Testing

Deep Convolutional Neural Networks for Onychomycosis Detection

Classifying Autism from Crowdsourced Semi-Structured Speech Recordings: A Machine Learning Approach

Rice Diseases Detection and Classification Using Attention Based Neural Network and Bayesian Optimization

A Comprehensive Survey of Logging in Software: From Logging Statements Automation to Log Mining and Analysis

Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction

Personalized On-Device E-health Analytics with Decentralized Block Coordinate Descent

ACNet: Mask-Aware Attention with Dynamic Context Enhancement for Robust Acne Detection

Disparities in Social Determinants among Performances of Mortality Prediction with Machine Learning for Sepsis Patients

White blood cell subtype detection and classification

The RareDis corpus: a corpus annotated with rare diseases, their signs and symptoms

Using Convolutional Neural Networks for fault analysis and alleviation in accelerator systems

Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View

PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing

Metaparametric Neural Networks for Survival Analysis