Explainable Prediction of Long-Term Glycated Hemoglobin Response Change in Finnish Patients with Type 2 Diabetes Following Drug Initiation Using Evidence-Based Machine Learning Approaches

Gunjan Chandra,1,* Piia Lavikainen,2,* Pekka Siirtola,1 Satu Tamminen,1 Anusha Ihalapathirana,1 Tiina Laatikainen,3– 5 Janne Martikainen,2 Juha Röning1 1Biomimetics and Intelligent Systems Group, Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland;...

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Bibliografiske detaljer

Principais autores:	Chandra G, Lavikainen P, Siirtola P, Tamminen S, Ihalapathirana A, Laatikainen T, Martikainen J, Röning J
Format:	Artigo
Sprog:	Inglês
Udgivet:	Dove Medical Press 2025-03-01
Serier:	Clinical Epidemiology
Fag:	type 2 diabetes hba1c treatment effect estimation machine learning shap
Online adgang:	https://www.dovepress.com/explainable-prediction-of-long-term-glycated-hemoglobin-response-chang-peer-reviewed-fulltext-article-CLEP
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