Data Science

Uncovering the Reasons Behind COVID-19 Vaccine Hesitancy in Serbia: Sentiment-Based Topic Modeling

Adela Ljajić, Nikola Prodanović, Darija Medvecki, Bojana Bašaragin, Jelena Mitrović

J Med Internet Res 2022 (Nov 17); 24(11):e42261

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Prediction of COVID-19 Infections for Municipalities in the Netherlands: Algorithm Development and Interpretation

Tjeerd van der Ploeg, Robbert J J Gobbens

JMIR Public Health Surveill 2022 (Oct 20); 8(10):e38450

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Mental Illness Concordance Between Hospital Clinical Records and Mentions in Domestic Violence Police Narratives: Data Linkage Study

George Karystianis, Rina Carines Cabral, Armita Adily, Wilson Lukmanjaya, Peter Schofield, Iain Buchan, Goran Nenadic, Tony Butler

JMIR Form Res 2022 (Oct 20); 6(10):e39373

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Next-Generation Capabilities in Trusted Research Environments: Interview Study

Sanaz Kavianpour, James Sutherland, Esma Mansouri-Benssassi, Natalie Coull, Emily Jefferson

J Med Internet Res 2022 (Sep 20); 24(9):e33720

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Assessing Social Media Data as a Resource for Firearm Research: Analysis of Tweets Pertaining to Firearm Deaths

Lisa Singh, Carole Roan Gresenz, Yanchen Wang, Sonya Hu

J Med Internet Res 2022 (Aug 25); 24(8):e38319

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JMIR Neurotechnology: Connecting Clinical Neuroscience and (Information) Technology

Pieter Kubben

JMIR Neurotech 2022 (Aug 11); 1(1):e41122

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Deciphering the Diversity of Mental Models in Neurodevelopmental Disorders: Knowledge Graph Representation of Public Data Using Natural Language Processing

Manpreet Kaur, Jeremy Costello, Elyse Willis, Karen Kelm, Marek Z Reformat, Francois V Bolduc

J Med Internet Res 2022 (Aug 05); 24(8):e39888

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Improving the Performance of Outcome Prediction for Inpatients With Acute Myocardial Infarction Based on Embedding Representation Learned From Electronic Medical Records: Development and Validation Study

Yanqun Huang, Zhimin Zheng, Moxuan Ma, Xin Xin, Honglei Liu, Xiaolu Fei, Lan Wei, Hui Chen

J Med Internet Res 2022 (Aug 03); 24(8):e37486

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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

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A Personalized Ontology-Based Decision Support System for Complex Chronic Patients: Retrospective Observational Study

Esther Román-Villarán, Celia Alvarez-Romero, Alicia Martínez-García, German Antonio Escobar-Rodríguez, María José García-Lozano, Bosco Barón-Franco, Lourdes Moreno-Gaviño, Jesús Moreno-Conde, José Antonio Rivas-González, Carlos Luis Parra-Calderón

JMIR Form Res 2022 (Aug 02); 6(8):e27990

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Predicting Participant Engagement in a Social Media–Delivered Lifestyle Intervention Using Microlevel Conversational Data: Secondary Analysis of Data From a Pilot Randomized Controlled Trial

Ran Xu, Joseph Divito, Richard Bannor, Matthew Schroeder, Sherry Pagoto

JMIR Form Res 2022 (Jul 28); 6(7):e38068

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Extraction of Explicit and Implicit Cause-Effect Relationships in Patient-Reported Diabetes-Related Tweets From 2017 to 2021: Deep Learning Approach

Adrian Ahne, Vivek Khetan, Xavier Tannier, Md Imbesat Hassan Rizvi, Thomas Czernichow, Francisco Orchard, Charline Bour, Andrew Fano, Guy Fagherazzi

JMIR Med Inform 2022 (Jul 19); 10(7):e37201

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Use of Multiple Correspondence Analysis and K-means to Explore Associations Between Risk Factors and Likelihood of Colorectal Cancer: Cross-sectional Study

Dídac Florensa, Jordi Mateo-Fornés, Francesc Solsona, Teresa Pedrol Aige, Miquel Mesas Julió, Ramon Piñol, Pere Godoy

J Med Internet Res 2022 (Jul 19); 24(7):e29056

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Deep Denoising of Raw Biomedical Knowledge Graph From COVID-19 Literature, LitCovid, and Pubtator: Framework Development and Validation

Chao Jiang, Victoria Ngo, Richard Chapman, Yue Yu, Hongfang Liu, Guoqian Jiang, Nansu Zong

J Med Internet Res 2022 (Jul 06); 24(7):e38584

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Research Trends in Immune Checkpoint Blockade for Melanoma: Visualization and Bibliometric Analysis

Yantao Xu, Zixi Jiang, Xinwei Kuang, Xiang Chen, Hong Liu

J Med Internet Res 2022 (Jun 27); 24(6):e32728

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Fairness in Mobile Phone–Based Mental Health Assessment Algorithms: Exploratory Study

Jinkyung Park, Ramanathan Arunachalam, Vincent Silenzio, Vivek K Singh

JMIR Form Res 2022 (Jun 14); 6(6):e34366

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Improving Research Patient Data Repositories From a Health Data Industry Viewpoint

Chunlei Tang, Jing Ma, Li Zhou, Joseph Plasek, Yuqing He, Yun Xiong, Yangyong Zhu, Yajun Huang, David Bates

J Med Internet Res 2022 (May 11); 24(5):e32845

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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

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Generation of a Fast Healthcare Interoperability Resources (FHIR)-based Ontology for Federated Feasibility Queries in the Context of COVID-19: Feasibility Study

Lorenz Rosenau, Raphael W Majeed, Josef Ingenerf, Alexander Kiel, Björn Kroll, Thomas Köhler, Hans-Ulrich Prokosch, Julian Gruendner

JMIR Med Inform 2022 (Apr 27); 10(4):e35789

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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

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