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2023
Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity.
[DOI]
Neal G. Ravindra
,
Camilo Espinosa
,
Eloïse Berson
,
Thanaphong Phongpreecha
,
Peinan Zhao
,
Martin Becker
,
Alan L. Chang
,
Sayane Shome
,
Ivana Maric
,
Davide De Francesco
,
Samson Mataraso
,
Geetha Saarunya
,
Melan Thuraiappah
,
Lei Xue
,
Brice Gaudilliere
,
Martin S. Angst
,
Gary M. Shaw
,
Erik D. Herzog
,
David K. Stevenson
,
Sarah K. England
,
Nima Aghaeepour
npj Digit. Medicine, 2023
Large-scale correlation network construction for unraveling the coordination of complex biological systems.
[DOI]
Martin Becker
,
Huda Nassar
,
Camilo Espinosa
,
Ina A. Stelzer
,
Dorien Feyaerts
,
Eloïse Berson
,
Neda Hajiakhoond Bidoki
,
Alan L. Chang
,
Geetha Saarunya
,
Anthony Culos
,
Davide De Francesco
,
Ramin Fallahzadeh
,
Qun Liu
,
Yeasul Kim
,
Ivana Maric
,
Samson Mataraso
,
Seyedeh Neelufar Payrovnaziri
,
Thanaphong Phongpreecha
,
Neal G. Ravindra
,
Natalie Stanley
,
Sayane Shome
,
Yuqi Tan
,
Melan Thuraiappah
,
Maria Xenochristou
,
Lei Xue
,
Gary M. Shaw
,
David K. Stevenson
,
Martin S. Angst
,
Brice Gaudilliere
,
Nima Aghaeepour
Nat. Comput. Sci., 2023
2022
Early prediction and longitudinal modeling of preeclampsia from multiomics.
[DOI]
Ivana Maric
,
Kévin Contrepois
,
Mira N. Moufarrej
,
Ina A. Stelzer
,
Dorien Feyaerts
,
Xiaoyuan Han
,
Andy Tang
,
Natalie Stanley
,
Ronald J. Wong
,
Gavin M. Traber
,
Mathew Ellenberger
,
Alan L. Chang
,
Ramin Fallahzadeh
,
Huda Nassar
,
Martin Becker
,
Maria Xenochristou
,
Camilo Espinosa
,
Davide De Francesco
,
Mohammad S. Ghaemi
,
Elizabeth K. Costello
,
Anthony Culos
,
Xuefeng Bruce Ling
,
Karl G. Sylvester
,
Gary L. Darmstadt
,
Virginia D. Winn
,
Gary M. Shaw
,
David A. Relman
,
Stephen R. Quake
,
Martin S. Angst
,
Michael P. Snyder
,
David K. Stevenson
,
Brice Gaudilliere
,
Nima Aghaeepour
Patterns, 2022