Population-centric risk prediction modeling for gestational diabetes mellitus: A machine learning approach

10.1016/j.diabres.2022.109237

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Main Authors: Kumar, M., Chen, L., Tan, K., Ang, L.T., Ho, C., Wong, G., Soh, S.E., Tan, K.H., Chan, J.K.Y., Godfrey, K.M., Chan, S.-Y., Chong, M.F.F., Connolly, J.E., Chong, Y.S., Eriksson, J.G., Feng, M., Karnani, N.
Other Authors: DEAN'S OFFICE (MEDICINE)
Format: Article
Published: Elsevier Ireland Ltd 2022
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Online Access:https://scholarbank.nus.edu.sg/handle/10635/229699
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-2296992024-04-25T06:20:47Z Population-centric risk prediction modeling for gestational diabetes mellitus: A machine learning approach Kumar, M. Chen, L. Tan, K. Ang, L.T. Ho, C. Wong, G. Soh, S.E. Tan, K.H. Chan, J.K.Y. Godfrey, K.M. Chan, S.-Y. Chong, M.F.F. Connolly, J.E. Chong, Y.S. Eriksson, J.G. Feng, M. Karnani, N. DEAN'S OFFICE (MEDICINE) BIOCHEMISTRY PAEDIATRICS DUKE-NUS MEDICAL SCHOOL OBSTETRICS & GYNAECOLOGY SAW SWEE HOCK SCHOOL OF PUBLIC HEALTH Asian populations Gestational Diabetes Mellitus Heterogeneity Machine Learning Non-Invasive UK NICE 10.1016/j.diabres.2022.109237 Diabetes Research and Clinical Practice 185 109237 2022-08-02T01:10:42Z 2022-08-02T01:10:42Z 2022-02-03 Article Kumar, M., Chen, L., Tan, K., Ang, L.T., Ho, C., Wong, G., Soh, S.E., Tan, K.H., Chan, J.K.Y., Godfrey, K.M., Chan, S.-Y., Chong, M.F.F., Connolly, J.E., Chong, Y.S., Eriksson, J.G., Feng, M., Karnani, N. (2022-02-03). Population-centric risk prediction modeling for gestational diabetes mellitus: A machine learning approach. Diabetes Research and Clinical Practice 185 : 109237. ScholarBank@NUS Repository. https://doi.org/10.1016/j.diabres.2022.109237 0168-8227 https://scholarbank.nus.edu.sg/handle/10635/229699 Elsevier Ireland Ltd
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Asian populations
Gestational Diabetes Mellitus
Heterogeneity
Machine Learning
Non-Invasive
UK NICE
spellingShingle Asian populations
Gestational Diabetes Mellitus
Heterogeneity
Machine Learning
Non-Invasive
UK NICE
Kumar, M.
Chen, L.
Tan, K.
Ang, L.T.
Ho, C.
Wong, G.
Soh, S.E.
Tan, K.H.
Chan, J.K.Y.
Godfrey, K.M.
Chan, S.-Y.
Chong, M.F.F.
Connolly, J.E.
Chong, Y.S.
Eriksson, J.G.
Feng, M.
Karnani, N.
Population-centric risk prediction modeling for gestational diabetes mellitus: A machine learning approach
description 10.1016/j.diabres.2022.109237
author2 DEAN'S OFFICE (MEDICINE)
author_facet DEAN'S OFFICE (MEDICINE)
Kumar, M.
Chen, L.
Tan, K.
Ang, L.T.
Ho, C.
Wong, G.
Soh, S.E.
Tan, K.H.
Chan, J.K.Y.
Godfrey, K.M.
Chan, S.-Y.
Chong, M.F.F.
Connolly, J.E.
Chong, Y.S.
Eriksson, J.G.
Feng, M.
Karnani, N.
format Article
author Kumar, M.
Chen, L.
Tan, K.
Ang, L.T.
Ho, C.
Wong, G.
Soh, S.E.
Tan, K.H.
Chan, J.K.Y.
Godfrey, K.M.
Chan, S.-Y.
Chong, M.F.F.
Connolly, J.E.
Chong, Y.S.
Eriksson, J.G.
Feng, M.
Karnani, N.
author_sort Kumar, M.
title Population-centric risk prediction modeling for gestational diabetes mellitus: A machine learning approach
title_short Population-centric risk prediction modeling for gestational diabetes mellitus: A machine learning approach
title_full Population-centric risk prediction modeling for gestational diabetes mellitus: A machine learning approach
title_fullStr Population-centric risk prediction modeling for gestational diabetes mellitus: A machine learning approach
title_full_unstemmed Population-centric risk prediction modeling for gestational diabetes mellitus: A machine learning approach
title_sort population-centric risk prediction modeling for gestational diabetes mellitus: a machine learning approach
publisher Elsevier Ireland Ltd
publishDate 2022
url https://scholarbank.nus.edu.sg/handle/10635/229699
_version_ 1800915547133575168