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Author Details

Molei Liu
Columbia University's Mailman School of Public Health
2018
15
4
PMIDPaper TitleJournal TitlePublished Year
37425708Diversity and Scale: Genetic Architecture of 2,068 Traits in the VA Million Veteran Program.medRxiv2023
37873131Knowledge-Driven Online Multimodal Automated Phenotyping System.medRxiv2023
37425708Diversity and Scale: Genetic Architecture of 2,068 Traits in the VA Million Veteran Program.medRxiv2023
37873131Knowledge-Driven Online Multimodal Automated Phenotyping System.medRxiv2023
36064111Weakly Semi-supervised phenotyping using Electronic Health records.J Biomed Inform2022
36275859Efficient Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling.J R Stat Soc Series B Stat Methodol2022
35738646Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2.BMJ Open2022
36064111Weakly Semi-supervised phenotyping using Electronic Health records.J Biomed Inform2022
37975021Individual Data Protected Integrative Regression Analysis of High-Dimensional Heterogeneous Data.J Am Stat Assoc2022
37974910Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping.J Mach Learn Res2022
37416628Fast and powerful conditional randomization testing via distillation.Biometrika2022
37975021Individual Data Protected Integrative Regression Analysis of High-Dimensional Heterogeneous Data.J Am Stat Assoc2022
37974910Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping.J Mach Learn Res2022
35738646Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2.BMJ Open2022
37416628Fast and powerful conditional randomization testing via distillation.Biometrika2022
36275859Efficient Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling.J R Stat Soc Series B Stat Methodol2022
34115127International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries.JAMA Netw Open2021
37426040Integrative High Dimensional Multiple Testing with Heterogeneity under Data Sharing Constraints.J Mach Learn Res2021
34115127International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries.JAMA Netw Open2021
33564777International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study.medRxiv2021
33594412A high-throughput phenotyping algorithm is portable from adult to pediatric populations.J Am Med Inform Assoc2021
34889759Authorship Correction: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study.J Med Internet Res2021
37426040Integrative High Dimensional Multiple Testing with Heterogeneity under Data Sharing Constraints.J Mach Learn Res2021
33594412A high-throughput phenotyping algorithm is portable from adult to pediatric populations.J Am Med Inform Assoc2021
33564777International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study.medRxiv2021
34889759Authorship Correction: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study.J Med Internet Res2021
33281995Joint Models for Time-to-Event Data and Longitudinal Biomarkers of High Dimension.Stat Biosci2019
33281995Joint Models for Time-to-Event Data and Longitudinal Biomarkers of High Dimension.Stat Biosci2019
29797426Modeling individualized coefficient alpha to measure quality of test score data.Stat Med2018
29797426Modeling individualized coefficient alpha to measure quality of test score data.Stat Med2018
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Collaborators

Tianxi Cai
Harvard T.H. Chan School of Public Health
Co-authored papers 10
Chuan Hong
Harvard Medical School, USA Duke University
Co-authored papers 5
Paul Avillach
Harvard Medical School
Co-authored papers 5
Isaac S Kohane
Harvard Medical School
Co-authored papers 4
Alon Geva
Boston Children's Hospital
Co-authored papers 4
Yuk-Lam Ho
Co-authored papers 4
Griffin M Weber
Harvard Medical School
Co-authored papers 4
Kelly Cho
VA Boston Healthcare System
Co-authored papers 4
Gilbert S Omenn
and School of Public Health, University of Michigan ann arbor
Co-authored papers 4
Andrew M South
Wake Forest University School of Medicine
Co-authored papers 4
David A Hanauer
University of Michigan ann arbor
Co-authored papers 4
Kenneth D Mandl
Boston Children's Hospital
Co-authored papers 4
Pablo Serrano
Hospital Universitario 12 de Octubre
Co-authored papers 4
Shyam Visweswaran
University of Pittsburgh
Co-authored papers 4
Antoine Neuraz
INSERM UMR 3, Universite Paris Cite, Imagine Institute
Co-authored papers 4
Shawn N Murphy
Harvard Medical School
Co-authored papers 4
Alba Guti??rrez-Sacrist??n
Harvard Medical School
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Kee Yuan Ngiam
Yong Loo Lin School of Medicine, National University of Singapore
Co-authored papers 4
Michele Morris
University of Pittsburgh
Co-authored papers 3
John H Holmes
University of Pennsylvania Perelman School of Medicine
Co-authored papers 3
Bertrand Moal
Co-authored papers 3
Alberto Malovini
IRCCS Istituti Clinici Scientifici Maugeri
Co-authored papers 3
Danielle L Mowery
Institute for Biomedical Informatics, University of Pennsylvania
Co-authored papers 3
Zongqi Xia
University of Pittsburgh
Co-authored papers 3
Nathan Palmer
Harvard Medical School
Co-authored papers 3
Valentina Tibollo
Istituti Clinici Scientifici Maugeri SpA SB, IRCCS, Institute of Pavia (Pavia)
Co-authored papers 3
Nils Gehlenborg
Co-authored papers 3
Jeffrey G Klann
Massachusetts General Hospital
Co-authored papers 3
Gabriel A Brat
Beth Israel Deaconess Medical Center (BIDMC), Harvard Medical School
Co-authored papers 3
Arianna Dagliati
University of Pavia
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Release 1.2