Works matching IS 22919694 AND DT 2022 AND VI 10 AND IP 3

Results: 26

Improving the Prediction of Persistent High Health Care Utilizers: Retrospective Analysis Using Ensemble Methodology.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/33212

By:

Howson, Stephanie N.;
McShea, Michael J.;
Ramachandran, Raghav;
Burkom, Howard S.;
Hsien-Yen Chang;
Weiner, Jonathan P.;
Kharrazi, Hadi

Publication type:

Article

Foundations for Meaningful Consent in Canada’s Digital Health Ecosystem: Retrospective Study.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/30986

By:

Shen, Nelson;
Kassam, Iman;
Haoyu Zhao;
Sheng Chen;
Wei Wang;
Wickham, Sarah;
Strudwick, Gillian;
Carter-Langford, Abigail

Publication type:

Article

A Comparison of Different Modeling Techniques in Predicting Mortality With the Tilburg Frailty Indicator: Longitudinal Study.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/31480

By:

van der Ploeg, Tjeerd;
Gobbens, Robbert

Publication type:

Article

The Role of Health Kiosks: Scoping Review.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/26511

By:

Maramba, Inocencio Daniel;
Jones, Ray;
Austin, Daniela;
Edwards, Katie;
Meinert, Edward;
Chatterjee, Arunangsu

Publication type:

Article

Mining Electronic Health Records for Drugs Associated With 28-day Mortality in COVID-19: Pharmacopoeia-wide Association Study (PharmWAS).

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/35190

By:

Lerner, Ivan;
Serret-Larmande, Arnaud;
Rance, Bastien;
Garcelon, Nicolas;
Burgun, Anita;
Chouchana, Laurent;
Neuraz, Antoine

Publication type:

Article

A Roadmap for Boosting Model Generalizability for Predicting Hospital Encounters for Asthma.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/33044

By:

Gang Luo

Publication type:

Article

The Disparity and Dynamics of Social Distancing Behaviors in Japan: Investigation of Mobile Phone Mobility Data.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/31557

By:

Zeyu Lyu;
Hiroki Takikawa

Publication type:

Article

Using a Convolutional Neural Network and Convolutional Long Short-term Memory to Automatically Detect Aneurysms on 2D Digital Subtraction Angiography Images: Framework Development and Validation.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/28880

By:

JunHua Liao;
LunXin Liu;
HaiHan Duan;
YunZhi Huang;
LiangXue Zhou;
LiangYin Chen;
ChaoHua Wang

Publication type:

Article

Electronic Health Record-Triggered Research Infrastructure Combining Real-world Electronic Health Record Data and Patient-Reported Outcomes to Detect Benefits, Risks, and Impact of Medication: Development Study.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/33250

By:

Hek, Karin;
Rolfes, Leàn;
van Puijenbroek, Eugène P.;
Flinterman, Linda E.;
Vorstenbosch, Saskia;
van Dijk, Liset;
Verheij, Robert A.

Publication type:

Article

Strategies to Address the Lack of Labeled Data for Supervised Machine Learning Training With Electronic Health Records: Case Study for the Extraction of Symptoms From Clinical Notes.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/32903

By:

Humbert-Droz, Marie;
Mukherjee, Pritam;
Gevaert, Olivier

Publication type:

Article

Patient-Level Fall Risk Prediction Using the Observational Medical Outcomes Partnership's Common Data Model: Pilot Feasibility Study.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/35104

By:

Hyesil Jung;
Sooyoung Yoo;
Seok Kim;
Eunjeong Heo;
Borham Kim;
Ho-Young Lee;
Hee Hwang

Publication type:

Article

A Digital Screening System for Alzheimer Disease Based on a Neuropsychological Test and a Convolutional Neural Network: System Development and Validation.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/31106

By:

Wen-Ting Cheah;
Jwu-Jia Hwang;
Sheng-Yi Hong;
Li-Chen Fu;
Yu-Ling Chang;
Ta-Fu Chen;
I-An Chen;
Chun-Chen Chou

Publication type:

Article

Deriving Weight From Big Data: Comparison of Body Weight Measurement-Cleaning Algorithms.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/30328

By:

Evans, Richard;
Burns, Jennifer;
Damschroder, Laura;
Annis, Ann;
Freitag, Michelle B.;
Raffa, Susan;
Wiitala, Wyndy

Publication type:

Article

A Comparison of Census and Cohort Sampling Models for the Longitudinal Collection of User-Reported Data in the Maternity Care Pathway: Mixed Methods Study.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/25477

By:

Jamieson Gilmore, Kendall;
Bonciani, Manila;
Vainieri, Milena

Publication type:

Article

Machine Learning-Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Health Record Data: Systematic Review and Critical Appraisal.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/33182

By:

Sheng-Chieh Lu;
Cai Xu;
Nguyen, Chandler H.;
Yimin Geng;
Pfob, André;
Sidey-Gibbons, Chris

Publication type:

Article

State of the Art of Machine Learning-Enabled Clinical Decision Support in Intensive Care Units: Literature Review.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/28781

By:

Na Hong;
Chun Liu;
Jianwei Gao;
Lin Han;
Fengxiang Chang;
Mengchun Gong;
Longxiang Su

Publication type:

Article

Prediction of Chronic Obstructive Pulmonary Disease Exacerbation Events by Using Patient Self-reported Data in a Digital Health App: Statistical Evaluation and Machine Learning Approach.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/26499

By:

Chmiel, Francis P.;
Burns, Dan K.;
Pickering, John Brian;
Blythin, Alison;
Wilkinson, Thomas M. A.;
Boniface, Michael J.

Publication type:

Article

Vascular Aging Estimation Based on Artificial Neural Network Using Photoplethysmogram Waveform Decomposition: Retrospective Cohort Study.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/33439

By:

Junyung Park;
Hangsik Shin

Publication type:

Article

Selective Prediction With Long Short-term Memory Using Unit-Wise Batch Standardization for Time Series Health Data Sets: Algorithm Development and Validation.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/30587

By:

Borum Nam;
Joo Young Kim;
In Young Kim;
Baek Hwan Cho

Publication type:

Article

Web-Based Skin Cancer Assessment and Classification Using Machine Learning and Mobile Computerized Adaptive Testing in a Rasch Model: Development Study.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/33006

By:

Ting-Ya Yang;
Tsair-Wei Chien;
Feng-Jie Lai

Publication type:

Article

Predicting Long-term Survival After Allogeneic Hematopoietic Cell Transplantation in Patients With Hematologic Malignancies: Machine Learning-Based Model Development and Validation.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/32313

By:

Eun-Ji Choi;
Tae Joon Jun;
Han-Seung Park;
Jung-Hee Lee;
Kyoo-Hyung Lee;
Young-Hak Kim;
Young-Shin Lee;
Young-Ah Kang;
Mijin Jeon;
Hyeran Kang;
Jimin Woo;
Je-Hwan Lee

Publication type:

Article

Predicting High Flow Nasal Cannula Failure in an Intensive Care Unit Using a Recurrent Neural Network With Transfer Learning and Input Data Perseveration: Retrospective Analysis.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/31760

By:

Pappy, George;
Aczon, Melissa;
Wetzel, Randall;
Ledbetter, David

Publication type:

Article

A Data-Driven Algorithm to Recommend Initial Clinical Workup for Outpatient Specialty Referral: Algorithm Development and Validation Using Electronic Health Record Data and Expert Surveys.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/30104

By:

Ip, Wui;
Prahalad, Priya;
Palma, Jonathan;
Chen, Jonathan H.

Publication type:

Article

A Bayesian Network Analysis of the Probabilistic Relationships Between Various Obesity Phenotypes and Cardiovascular Disease Risk in Chinese Adults: Chinese Population-Based Observational Study.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/33026

By:

Simiao Tian;
Mei Bi;
Yanhong Bi;
Xiaoyu Che;
Yazhuo Liu

Publication type:

Article

Information Extraction Framework for Disability Determination Using a Mental Functioning Use-Case.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/32245

By:

Zirikly, Ayah;
Desmet, Bart;
Newman-Griffis, Denis;
Marfeo, Elizabeth E.;
McDonough, Christine;
Goldman, Howard;
Chan, Leighton

Publication type:

Article

Primary Care: The Actual Intelligence Required for Artificial Intelligence to Advance Health Care and Improve Health.

Published in:

JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/27691

By:

Liaw, Winston R.;
Westfall, John M.;
Williamson, Tyler S.;
Jabbarpour, Yalda;
Bazemore, Andrew

Publication type:

Article