Application of Dragonnet and Conformal Inference for Estimating Individualized Treatment Effects for Personalized Stroke Prevention: Retrospective Cohort Study
Application of Dragonnet and Conformal Inference for Estimating Individualized Treatment Effects for Personalized Stroke Prevention: Retrospective Cohort Study
Sermkiat Lolak
1
, MD, PhD ;
John Attia
2
, MD, Prof Dr, PhD ;
Gareth J McKay
3
, MD, PhD ;
Ammarin Thakkinstian
4
, PhD, Prof Dr
1
Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Suan Chitlada, Dusit, Thailand
2
Centre for Clinical Epidemiology and Biostatistics, School of Medicine and Public Health, Hunter Medical Research Institute, University of Newcastle, New Lambton, New South Wales, Australia
3
Centre for Public Health, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast, United Kingdom
4
Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
Corresponding Author:
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Sermkiat Lolak, MD, PhD
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Department of Clinical Epidemiology and Biostatistics
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Faculty of Medicine
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Ramathibodi Hospital, Mahidol University
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4th Floor, Sukho Place Building, 218/11 Sukhothai Road
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Suan Chitlada, Dusit, 10300
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Thailand
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Phone:
66 955073078
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Email: macsermkiat@yahoo.com