Advanced Data Analytics in eHealth

Back to themes list

Years in this theme: All years 2024 2023 2022 2021 2020 2019 2016 2015 2014

Download Issue Citations: END BibTex RIS

Articles published in this theme: 139 (scroll down to load remaining articles)

2024

Analyzing Patient Experience on Weibo: Machine Learning Approach to Topic Modeling and Sentiment Analysis

Xiao Chen, Zhiyun Shen, Tingyu Guan, Yuchen Tao, Yichen Kang, Yuxia Zhang

JMIR Med Inform 2024 (Nov 29); 12:e59249

Download Citation: END BibTex RIS

Download PDF Download XML

The University Medicine Greifswald’s Trusted Third Party Dispatcher: State-of-the-Art Perspective Into Comprehensive Architectures and Complex Research Workflows

Martin Bialke, Dana Stahl, Torsten Leddig, Wolfgang Hoffmann

JMIR Med Inform 2024 (Nov 29); 12:e65784

Download Citation: END BibTex RIS

Download PDF Download XML

Authors’ Reply: The University Medicine Greifswald’s Trusted Third Party Dispatcher: State-of-the-Art Perspective Into Comprehensive Architectures and Complex Research Workflows

Eric Wündisch, Peter Hufnagl, Peter Brunecker, Sophie Meier zu Ummeln, Sarah Träger, Marcus Kopp, Fabian Prasser, Joachim Weber

JMIR Med Inform 2024 (Nov 29); 12:e67429

Download Citation: END BibTex RIS

Download PDF Download XML

Using Machine Learning to Predict the Duration of Atrial Fibrillation: Model Development and Validation

Satoshi Shimoo, Keitaro Senoo, Taku Okawa, Kohei Kawai, Masahiro Makino, Jun Munakata, Nobunari Tomura, Hibiki Iwakoshi, Tetsuro Nishimura, Hirokazu Shiraishi, Keiji Inoue, Satoaki Matoba

JMIR Med Inform 2024 (Nov 22); 12:e63795

Download Citation: END BibTex RIS

Download PDF Download XML

Mobility-Based Smartphone Digital Phenotypes for Unobtrusively Capturing Everyday Cognition, Mood, and Community Life-Space in Older Adults: Feasibility, Acceptability, and Preliminary Validity Study

Katherine Hackett, Shiyun Xu, Moira McKniff, Lido Paglia, Ian Barnett, Tania Giovannetti

JMIR Hum Factors 2024 (Nov 22); 11:e59974

Download Citation: END BibTex RIS

Download PDF Download XML

Identification of a Susceptible and High-Risk Population for Postoperative Systemic Inflammatory Response Syndrome in Older Adults: Machine Learning–Based Predictive Model

Haiyan Mai, Yaxin Lu, Yu Fu, Tongsen Luo, Xiaoyue Li, Yihan Zhang, Zifeng Liu, Yuenong Zhang, Shaoli Zhou, Chaojin Chen

J Med Internet Res 2024 (Nov 22); 26:e57486

Download Citation: END BibTex RIS

Download PDF Download XML

Predicting Pain Response to a Remote Musculoskeletal Care Program for Low Back Pain Management: Development of a Prediction Tool

Anabela C Areias, Robert G Moulder, Maria Molinos, Dora Janela, Virgílio Bento, Carolina Moreira, Vijay Yanamadala, Steven P Cohen, Fernando Dias Correia, Fabíola Costa

JMIR Med Inform 2024 (Nov 19); 12:e64806

Download Citation: END BibTex RIS

Download PDF Download XML

Exploring the Potential of Claude 3 Opus in Renal Pathological Diagnosis: Performance Evaluation

Xingyuan Li, Ke Liu, Yanlin Lang, Zhonglin Chai, Fang Liu

JMIR Med Inform 2024 (Nov 15); 12:e65033

Download Citation: END BibTex RIS

Download PDF Download XML

Distributed Statistical Analyses: A Scoping Review and Examples of Operational Frameworks Adapted to Health Analytics

Félix Camirand Lemyre, Simon Lévesque, Marie-Pier Domingue, Klaus Herrmann, Jean-François Ethier

JMIR Med Inform 2024 (Nov 14); 12:e53622

Download Citation: END BibTex RIS

Download PDF Download XML

Enhancing Bias Assessment for Complex Term Groups in Language Embedding Models: Quantitative Comparison of Methods

Magnus Gray, Mariofanna Milanova, Leihong Wu

JMIR Med Inform 2024 (Nov 12); 12:e60272

Download Citation: END BibTex RIS

Download PDF Download XML

Identifying and Estimating Frailty Phenotypes by Vocal Biomarkers: Cross-Sectional Study

Yu-Chun Lin, Huang-Ting Yan, Chih-Hsueh Lin, Hen-Hong Chang

J Med Internet Res 2024 (Nov 08); 26:e58466

Download Citation: END BibTex RIS

Download PDF Download XML

Using a Quality-Controlled Dataset From ViSi Mobile Monitoring for Analyzing Posture Patterns of Hospitalized Patients: Retrospective Observational Study

Emily J Huang, Yuexin Chen, Clancy J Clark

JMIR Mhealth Uhealth 2024 (Nov 06); 12:e54735

Download Citation: END BibTex RIS

Download PDF Download XML

Machine Learning–Based Prediction for Incident Hypertension Based on Regular Health Checkup Data: Derivation and Validation in 2 Independent Nationwide Cohorts in South Korea and Japan

Seung Ha Hwang, Hayeon Lee, Jun Hyuk Lee, Myeongcheol Lee, Ai Koyanagi, Lee Smith, Sang Youl Rhee, Dong Keon Yon, Jinseok Lee

J Med Internet Res 2024 (Nov 05); 26:e52794

Download Citation: END BibTex RIS

Download PDF Download XML

Establishing Medical Intelligence—Leveraging Fast Healthcare Interoperability Resources to Improve Clinical Management: Retrospective Cohort and Clinical Implementation Study

Alexander Brehmer, Christopher Martin Sauer, Jayson Salazar Rodríguez, Kelsey Herrmann, Moon Kim, Julius Keyl, Fin Hendrik Bahnsen, Benedikt Frank, Martin Köhrmann, Tienush Rassaf, Amir-Abbas Mahabadi, Boris Hadaschik, Christopher Darr, Ken Herrmann, Susanne Tan, Jan Buer, Thorsten Brenner, Hans Christian Reinhardt, Felix Nensa, Michael Gertz, Jan Egger, Jens Kleesiek

J Med Internet Res 2024 (Oct 31); 26:e55148

Download Citation: END BibTex RIS

Download PDF Download XML

A New Natural Language Processing–Inspired Methodology (Detection, Initial Characterization, and Semantic Characterization) to Investigate Temporal Shifts (Drifts) in Health Care Data: Quantitative Study

Bruno Paiva, Marcos André Gonçalves, Leonardo Chaves Dutra da Rocha, Milena Soriano Marcolino, Fernanda Cristina Barbosa Lana, Maira Viana Rego Souza-Silva, Jussara M Almeida, Polianna Delfino Pereira, Claudio Moisés Valiense de Andrade, Angélica Gomides dos Reis Gomes, Maria Angélica Pires Ferreira, Frederico Bartolazzi, Manuela Furtado Sacioto, Ana Paula Boscato, Milton Henriques Guimarães-Júnior, Priscilla Pereira dos Reis, Felício Roberto Costa, Alzira de Oliveira Jorge, Laryssa Reis Coelho, Marcelo Carneiro, Thaís Lorenna Souza Sales, Silvia Ferreira Araújo, Daniel Vitório Silveira, Karen Brasil Ruschel, Fernanda Caldeira Veloso Santos, Evelin Paola de Almeida Cenci, Luanna Silva Monteiro Menezes, Fernando Anschau, Maria Aparecida Camargos Bicalho, Euler Roberto Fernandes Manenti, Renan Goulart Finger, Daniela Ponce, Filipe Carrilho de Aguiar, Luiza Margoto Marques, Luís César de Castro, Giovanna Grünewald Vietta, Mariana Frizzo de Godoy, Mariana do Nascimento Vilaça, Vivian Costa Morais

JMIR Med Inform 2024 (Oct 28); 12:e54246

Download Citation: END BibTex RIS

Download PDF Download XML

Evaluating Medical Entity Recognition in Health Care: Entity Model Quantitative Study

Shengyu Liu, Anran Wang, Xiaolei Xiu, Ming Zhong, Sizhu Wu

JMIR Med Inform 2024 (Oct 17); 12:e59782

Download Citation: END BibTex RIS

Download PDF Download XML

Case Identification of Depression in Inpatient Electronic Medical Records: Scoping Review

Allison Grothman, William J Ma, Kendra G Tickner, Elliot A Martin, Danielle A Southern, Hude Quan

JMIR Med Inform 2024 (Oct 14); 12:e49781

Download Citation: END BibTex RIS

Download PDF Download XML

Toward Better Semantic Interoperability of Data Element Repositories in Medicine: Analysis Study

Zhengyong Hu, Anran Wang, Yifan Duan, Jiayin Zhou, Wanfei Hu, Sizhu Wu

JMIR Med Inform 2024 (Sep 30); 12:e60293

Download Citation: END BibTex RIS

Download PDF Download XML

Impact of Health Informatics Analyst Education on Job Role, Career Transition, and Skill Development: Survey Study

Kye Hwa Lee, Jae Ho Lee, Yura Lee, Hyunna Lee, Ji Sung Lee, Hye Jeon Jang, Kun Hee Lee, Jeong Hyun Han, SuJung Jang

JMIR Med Educ 2024 (Sep 25); 10:e54427

Download Citation: END BibTex RIS

Download PDF Download XML