Big Data

Treatment Discontinuation Prediction in Patients With Diabetes Using a Ranking Model: Machine Learning Model Development

Hisashi Kurasawa, Kayo Waki, Akihiro Chiba, Tomohisa Seki, Katsuyoshi Hayashi, Akinori Fujino, Tsuneyuki Haga, Takashi Noguchi, Kazuhiko Ohe

JMIR Bioinform Biotech 2022 (Sep 23); 3(1):e37951

Download Citation: END BibTex RIS

Patients’ and Publics’ Preferences for Data-Intensive Health Research Governance: Survey Study

Sam H A Muller, Ghislaine J M W van Thiel, Marilena Vrana, Menno Mostert, Johannes J M van Delden

JMIR Hum Factors 2022 (Sep 07); 9(3):e36797

Download Citation: END BibTex RIS

Standard Vocabularies to Improve Machine Learning Model Transferability With Electronic Health Record Data: Retrospective Cohort Study Using Health Care–Associated Infection

Amber C Kiser, Karen Eilbeck, Jeffrey P Ferraro, David E Skarda, Matthew H Samore, Brian Bucher

JMIR Med Inform 2022 (Aug 30); 10(8):e39057

Download Citation: END BibTex RIS

An Efficient Method for Deidentifying Protected Health Information in Chinese Electronic Health Records: Algorithm Development and Validation

Peng Wang, Yong Li, Liang Yang, Simin Li, Linfeng Li, Zehan Zhao, Shaopei Long, Fei Wang, Hongqian Wang, Ying Li, Chengliang Wang

JMIR Med Inform 2022 (Aug 30); 10(8):e38154

Download Citation: END BibTex RIS

Estimating the Health Effects of Adding Bicycle and Pedestrian Paths at the Census Tract Level: Multiple Model Comparison

Ross Gore, Christopher J Lynch, Craig A Jordan, Andrew Collins, R Michael Robinson, Gabrielle Fuller, Pearson Ames, Prateek Keerthi, Yash Kandukuri

JMIR Public Health Surveill 2022 (Aug 24); 8(8):e37379

Download Citation: END BibTex RIS

Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals

Kawsar Noor, Lukasz Roguski, Xi Bai, Alex Handy, Roman Klapaukh, Amos Folarin, Luis Romao, Joshua Matteson, Nathan Lea, Leilei Zhu, Folkert W Asselbergs, Wai Keong Wong, Anoop Shah, Richard JB Dobson

JMIR Med Inform 2022 (Aug 24); 10(8):e38122

Download Citation: END BibTex RIS

Digital Health Care Industry Ecosystem: Network Analysis

Yoonseo Park, Sewon Park, Munjae Lee

J Med Internet Res 2022 (Aug 17); 24(8):e37622

Download Citation: END BibTex RIS

Addressing Medicine’s Dark Matter

Christian Rose, Mark Díaz, Tomás Díaz

Interact J Med Res 2022 (Aug 17); 11(2):e37584

Download Citation: END BibTex RIS

Twenty Years of the Health Insurance Portability and Accountability Act Safe Harbor Provision: Unsolved Challenges and Ways Forward

Brittany Krzyzanowski, Steven M Manson

JMIR Med Inform 2022 (Aug 03); 10(8):e37756

Download Citation: END BibTex RIS

A Syntactic Information–Based Classification Model for Medical Literature: Algorithm Development and Validation Study

Wentai Tang, Jian Wang, Hongfei Lin, Di Zhao, Bo Xu, Yijia Zhang, Zhihao Yang

JMIR Med Inform 2022 (Aug 02); 10(8):e37817

Download Citation: END BibTex RIS

Classification of Twitter Vaping Discourse Using BERTweet: Comparative Deep Learning Study

William Baker, Jason B Colditz, Page D Dobbs, Huy Mai, Shyam Visweswaran, Justin Zhan, Brian A Primack

JMIR Med Inform 2022 (Jul 21); 10(7):e33678

Download Citation: END BibTex RIS

Quality Criteria for Real-world Data in Pharmaceutical Research and Health Care Decision-making: Austrian Expert Consensus

Peter Klimek, Dejan Baltic, Martin Brunner, Alexander Degelsegger-Marquez, Gerhard Garhöfer, Ghazaleh Gouya-Lechner, Arnold Herzog, Bernd Jilma, Stefan Kähler, Veronika Mikl, Bernhard Mraz, Herwig Ostermann, Claas Röhl, Robert Scharinger, Tanja Stamm, Michael Strassnig, Christa Wirthumer-Hoche, Johannes Pleiner-Duxneuner

JMIR Med Inform 2022 (Jun 17); 10(6):e34204

Download Citation: END BibTex RIS

Vaccine Adverse Event Mining of Twitter Conversations: 2-Phase Classification Study

Sedigheh Khademi Habibabadi, Pari Delir Haghighi, Frada Burstein, Jim Buttery

JMIR Med Inform 2022 (Jun 16); 10(6):e34305

Download Citation: END BibTex RIS

Clustering Diagnoses From 58 Million Patient Visits in Finland Between 2015 and 2018

Pasi Fränti, Sami Sieranoja, Katja Wikström, Tiina Laatikainen

JMIR Med Inform 2022 (May 04); 10(5):e35422

Download Citation: END BibTex RIS

Social Networking Service, Patient-Generated Health Data, and Population Health Informatics: National Cross-sectional Study of Patterns and Implications of Leveraging Digital Technologies to Support Mental Health and Well-being

Jiancheng Ye, Zidan Wang, Jiarui Hai

J Med Internet Res 2022 (Apr 29); 24(4):e30898

Download Citation: END BibTex RIS

Mechanism of Impact of Big Data Resources on Medical Collaborative Networks From the Perspective of Transaction Efficiency of Medical Services: Survey Study

Junyi Yuan, Sufen Wang, Changqing Pan

J Med Internet Res 2022 (Apr 21); 24(4):e32776

Download Citation: END BibTex RIS

Big Data Health Care Platform With Multisource Heterogeneous Data Integration and Massive High-Dimensional Data Governance for Large Hospitals: Design, Development, and Application

Miye Wang, Sheyu Li, Tao Zheng, Nan Li, Qingke Shi, Xuejun Zhuo, Renxin Ding, Yong Huang

JMIR Med Inform 2022 (Apr 13); 10(4):e36481

Download Citation: END BibTex RIS

The Use of Artificial Intelligence–Based Conversational Agents (Chatbots) for Weight Loss: Scoping Review and Practical Recommendations

Han Shi Jocelyn Chew

JMIR Med Inform 2022 (Apr 13); 10(4):e32578

Download Citation: END BibTex RIS

The Impact and Applications of Social Media Platforms for Public Health Responses Before and During the COVID-19 Pandemic: Systematic Literature Review

Dinesh Visva Gunasekeran, Alton Chew, Eeshwar K Chandrasekar, Priyanka Rajendram, Vasundhara Kandarpa, Mallika Rajendram, Audrey Chia, Helen Smith, Choon Kit Leong

J Med Internet Res 2022 (Apr 11); 24(4):e33680

Download Citation: END BibTex RIS

Automating Large-scale Health Care Service Feedback Analysis: Sentiment Analysis and Topic Modeling Study

George Alexander, Mohammed Bahja, Gibran Farook Butt

JMIR Med Inform 2022 (Apr 11); 10(4):e29385

Download Citation: END BibTex RIS