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2020
Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions.
[DOI]
Anthony Culos
,
Amy Tsai
,
Natalie Stanley
,
Martin Becker
,
Mohammad Sajjad Ghaemi
,
David Mcilwain
,
Ramin Fallahzadeh
,
Athena Tanada
,
Huda Nassar
,
Camilo Espinosa
,
Maria Xenochristou
,
Edward Ganio
,
Laura Peterson
,
Xiaoyuan Han
,
Ina A. Stelzer
,
Kazuo Ando
,
Dyani Gaudilliere
,
Thanaphong Phongpreecha
,
Ivana Maric
,
Alan L. Chang
,
Gary M. Shaw
,
David K. Stevenson
,
Sean Bendall
,
Kara L. Davis
,
Wendy J. Fantl
,
Garry P. Nolan
,
Trevor Hastie
,
Robert Tibshirani
,
Martin S. Angst
,
Brice Gaudilliere
,
Nima Aghaeepour
Nat. Mach. Intell., 2020
2019
Multiomics modeling of the immunome, transcriptome, microbiome, proteome and metabolome adaptations during human pregnancy.
[DOI]
Mohammad Sajjad Ghaemi
,
Daniel B. DiGiulio
,
Kévin Contrepois
,
Benjamin J. Callahan
,
Thuy T. M. Ngo
,
Brittany Lee-McMullen
,
Benoit Lehallier
,
Anna Robaczewska
,
David Mcilwain
,
Yael Rosenberg-Hasson
,
Ronald J. Wong
,
Cecele Quaintance
,
Anthony Culos
,
Natalie Stanley
,
Athena Tanada
,
Amy Tsai
,
Dyani Gaudilliere
,
Edward Ganio
,
Xiaoyuan Han
,
Kazuo Ando
,
Leslie McNeil
,
Martha Tingle
,
Paul H. Wise
,
Ivana Maric
,
Marina Sirota
,
Tony Wyss-Coray
,
Virginia D. Winn
,
Maurice L. Druzin
,
Ronald Gibbs
,
Gary L. Darmstadt
,
David B. Lewis
,
Vahid Partovi Nia
,
Bruno Agard
,
Robert Tibshirani
,
Garry P. Nolan
,
Michael P. Snyder
,
David A. Relman
,
Stephen R. Quake
,
Gary M. Shaw
,
David K. Stevenson
,
Martin S. Angst
,
Brice Gaudilliere
,
Nima Aghaeepour
Bioinform., 2019