Multiomics modeling of the immunome, transcriptome, microbiome, proteome and metabolome adaptations during human pregnancy. - 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; et al. (Bioinform., 2019)

Early prediction and longitudinal modeling of preeclampsia from multiomics. - 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; et al. (Patterns, 2022)

Target-agnostic drug prediction integrated with medical record analysis uncovers differential associations of statins with increased survival in COVID-19 patients. - Megan M. Sperry; Tomiko Oskotsky; Ivana Maric; Shruti Kaushal; Takako Takeda; Viktor Horvath; Rani K. Powers; Melissa Rodas; Brooke Furlong; Mercy Soong; Pranav Prabhala; Girija Goyal; et al. (PLoS Comput. Biol., 2023)

Generating pregnant patient biological profiles by deconvoluting clinical records with electronic health record foundation models. - David Seong; Samson Mataraso; Camilo Espinosa; Eloïse Berson; S. Momsen Reincke; Lei Xue; Chloe Kashiwagi; Yeasul Kim; Chi-Hung Shu; Philip Chung 005; Marc Ghanem; Feng Xie 004; et al. (Briefings Bioinform., 2024)

A machine learning approach to leveraging electronic health records for enhanced omics analysis. - Samson Mataraso; Camilo Espinosa; David Seong; S. Momsen Reincke; Eloïse Berson; Jonathan D. Reiss; Yeasul Kim; Marc Ghanem; Chi-Hung Shu; Tomin James; Yuqi Tan; Sayane Shome; et al. (Nat. Mac. Intell., 2025)

Author Correction: A machine learning approach to leveraging electronic health records for enhanced omics analysis. - Samson Mataraso; Camilo Espinosa; David Seong; S. Momsen Reincke; Eloïse Berson; Jonathan D. Reiss; Yeasul Kim; Marc Ghanem; Chi-Hung Shu; Tomin James; Yuqi Tan; Sayane Shome; et al. (Nat. Mac. Intell., 2025)