Search Articles

Identification of Clusters in a Population With Obesity Using Machine Learning: Secondary Analysis of The Maastricht Study

Maik JM Beuken, Melanie Kleynen, Susy Braun, Kees Van Berkel, Carla van der Kallen, Annemarie Koster, Hans Bosma, Tos TJM Berendschot, Alfons JHM Houben, Nicole Dukers-Muijrers, Joop P van den Bergh, Abraham A Kroon, Maastricht Study Management, Iris M Kanera

JMIR Med Inform 2025;13:e64479

Download Citation: END BibTex RIS

Eating Habits and Lifestyle Factors Related to Childhood Obesity Among Children Aged 5-6 Years: Cluster Analysis of Panel Survey Data in Korea

Heemoon Lim, Hyejung Lee

JMIR Public Health Surveill 2024;10:e51581

Download Citation: END BibTex RIS

Mapping the Bibliometrics Landscape of AI in Medicine: Methodological Study

Jin Shi, David Bendig, Horst Christian Vollmar, Peter Rasche

J Med Internet Res 2023;25:e45815

Download Citation: END BibTex RIS

Predicting Measles Outbreaks in the United States: Evaluation of Machine Learning Approaches

Boshu Ru, Stephanie Kujawski, Nelson Lee Afanador, Richard Baumgartner, Manjiri Pawaskar, Amar Das

JMIR Form Res 2023;7:e42832

Download Citation: END BibTex RIS

Identifying Patients With Heart Failure Who Are Susceptible to De Novo Acute Kidney Injury: Machine Learning Approach

Caogen Hong, Zhoujian Sun, Yuzhe Hao, Zhanghuiya Dong, Zhaodan Gu, Zhengxing Huang

JMIR Med Inform 2022;10(10):e37484

Download Citation: END BibTex RIS

Cluster Analysis of Primary Care Physician Phenotypes for Electronic Health Record Use: Retrospective Cohort Study

Allan Fong, Mark Iscoe, Christine A Sinsky, Adrian D Haimovich, Brian Williams, Ryan T O'Connell, Richard Goldstein, Edward Melnick

JMIR Med Inform 2022;10(4):e34954

Download Citation: END BibTex RIS

Unsupervised Machine Learning for Identifying Challenging Behavior Profiles to Explore Cluster-Based Treatment Efficacy in Children With Autism Spectrum Disorder: Retrospective Data Analysis Study

Julie Gardner-Hoag, Marlena Novack, Chelsea Parlett-Pelleriti, Elizabeth Stevens, Dennis Dixon, Erik Linstead

JMIR Med Inform 2021;9(6):e27793

Download Citation: END BibTex RIS

Subspace Clustering of Physiological Data From Acute Traumatic Brain Injury Patients: Retrospective Analysis Based on the PROTECT III Trial

Sina Ehsani, Chandan K Reddy, Brandon Foreman, Jonathan Ratcliff, Vignesh Subbian

JMIR Biomed Eng 2021;6(1):e24698

Download Citation: END BibTex RIS

Challenges of Clustering Multimodal Clinical Data: Review of Applications in Asthma Subtyping

Elsie Horne, Holly Tibble, Aziz Sheikh, Athanasios Tsanas

JMIR Med Inform 2020;8(5):e16452

Download Citation: END BibTex RIS

Exploring the Transition to Fatherhood: Feasibility Study Using Social Media and Machine Learning

Samantha J Teague, Adrian BR Shatte

JMIR Pediatr Parent 2018;1(2):e12371

Download Citation: END BibTex RIS