Phenotypes of South Asian patients with atrial fibrillation and holistic integrated care management: cluster analysis of data from KERALA-AF RegistryResearch in context

Phenotypes of South Asian patients with atrial fibrillation and holistic integrated care management: cluster analysis of data from KERALA-AF RegistryResearch in context

Summary: Background: Patients with atrial fibrillation (AF) frequently experience multimorbidity. Cluster analysis, a machine learning method for classifying patients with similar phenotypes, has not yet been used in South Asian AF patients. Methods: The Kerala Atrial Fibrillation Registry is a pro...

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Main Authors: Yang Chen, Bi Huang, Peter Calvert, Yang Liu, Ying Gue, Dhiraj Gupta, Garry McDowell, Jinbert Lordson Azariah, Narayanan Namboodiri, Govindan Unni, Jayagopal Pathiyil Balagopalan, Gregory Yoke Hong Lip, Bahuleyan Charantharayil Gopalan, A. Jabir, A. George Koshy, Geevar Zachariah, M. Shifas Babu, K. Venugopal, Eapen Punnose, K.U. Natarajan, Johny Joseph, C. Ashokan Nambiar, P.B. Jayagopal, P.P. Mohanan, Raju George, C.G. Sajeev, N. Syam, Anil Roby, Rachel Daniel, V.V. Krishnakumar, Anand M. Pillai, Stigi Joseph, G.K. Mini, Shaffi Fazaludeen Koya, Koshy Eapen, Raghu Ram, Cibu Mathew, Ali Faizal, Biju Issac, Sujay Renga, Jaideep Menon, D. Harikrishna, K. Suresh, Tiny Nair, S.S. Susanth, R.Anil Kumar, T.P. Abilash, P. Sreekala, E. Rajeev, Arun Raj, Ramdas Naik, S. Rajalekshmi, Anoop Gopinath, R. Binu, Jossy Chacko, P.T. Iqbal, N.M. Sudhir, Madhu Sreedharan, N. Balakrishnan, Muhammed Musthaffa, B. Jayakumar, Sheeba George, Anand Kumar, Thomas Mathew, V.K. Pramod, Muhammed Shaloob, Madhu Paulose Chandy, K.R. Vinod, Karuana Das, Z.Sajan Ahamad, Pramod Mathew
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:The Lancet Regional Health - Southeast Asia
Subjects:
Atrial fibrillation
Clustering analysis
Phenotype classification
ABC pathway
Kerala
South Asia
Online Access:http://www.sciencedirect.com/science/article/pii/S2772368224001574
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