{"id":"https://openalex.org/W4281703125","doi":"https://doi.org/10.1038/s41746-022-00612-x","title":"Improving preeclampsia risk prediction by modeling pregnancy trajectories from routinely collected electronic medical record data","display_name":"Improving preeclampsia risk prediction by modeling pregnancy trajectories from routinely collected electronic medical record data","publication_year":2022,"publication_date":"2022-06-06","ids":{"openalex":"https://openalex.org/W4281703125","doi":"https://doi.org/10.1038/s41746-022-00612-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/35668134"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-022-00612-x","doi":"https://doi.org/10.1038/s41746-022-00612-x","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00612-x","pdf_url":"https://www.nature.com/articles/s41746-022-00612-x.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-022-00612-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100725232","display_name":"Shilong Li","orcid":"https://orcid.org/0000-0002-9581-8029","observed_orcids":["https://orcid.org/0000-0002-9581-8029"]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shilong Li","raw_affiliation_strings":["Sema4, Stamford, CT, USA"],"raw_orcid":"https://orcid.org/0000-0002-9581-8029","affiliations":[{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784336","display_name":"Zichen Wang","orcid":"https://orcid.org/0000-0002-1415-1286","observed_orcids":["https://orcid.org/0000-0002-1415-1286"]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zichen Wang","raw_affiliation_strings":["Sema4, Stamford, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083587336","display_name":"Luciana Vieira","orcid":"https://orcid.org/0000-0002-6397-4692","observed_orcids":["https://orcid.org/0000-0002-6397-4692"]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luciana A. Vieira","raw_affiliation_strings":["Department of Obstetrics, Gynecology, and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-6397-4692","affiliations":[{"raw_affiliation_string":"Department of Obstetrics, Gynecology, and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060301203","display_name":"Amanda B. Zheutlin","orcid":"https://orcid.org/0000-0001-6987-1435","observed_orcids":["https://orcid.org/0000-0001-6987-1435"]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amanda B. Zheutlin","raw_affiliation_strings":["Sema4, Stamford, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068551338","display_name":"Boshu Ru","orcid":"https://orcid.org/0000-0001-9620-1306","observed_orcids":["https://orcid.org/0000-0001-9620-1306"]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Boshu Ru","raw_affiliation_strings":["Sema4, Stamford, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073138735","display_name":"Emilio Schadt","orcid":"https://orcid.org/0000-0001-7683-6566","observed_orcids":["https://orcid.org/0000-0001-7683-6566"]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Emilio Schadt","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA. eric.schadt@sema4.com","Sema4, Stamford, CT, USA","Sema4, Stamford, CT, USA. eric.schadt@sema4.com"],"raw_orcid":"https://orcid.org/0000-0001-7683-6566","affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA. eric.schadt@sema4.com","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]},{"raw_affiliation_string":"Sema4, Stamford, CT, USA. eric.schadt@sema4.com","institution_ids":["https://openalex.org/I4210110193"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Emilio Schadt","orcid":"https://orcid.org/0000-0001-7683-6566","observed_orcids":["https://orcid.org/0000-0001-7683-6566"]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emilio Schadt","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA. eric.schadt@sema4.com","Sema4, Stamford, CT, USA","Sema4, Stamford, CT, USA. eric.schadt@sema4.com","Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-7683-6566","affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA. eric.schadt@sema4.com","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]},{"raw_affiliation_string":"Sema4, Stamford, CT, USA. eric.schadt@sema4.com","institution_ids":["https://openalex.org/I4210110193"]},{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462647","display_name":"Pei Wang","orcid":"https://orcid.org/0000-0002-6890-6453","observed_orcids":["https://orcid.org/0000-0002-6890-6453"]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pei Wang","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA","Sema4, Stamford, CT, USA"],"raw_orcid":"https://orcid.org/0000-0002-6890-6453","affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033242458","display_name":"Alan Barry Copperman","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]},{"id":"https://openalex.org/I4210131275","display_name":"Reproductive Medicine Associates of New York","ror":"https://ror.org/03xswyc88","country_code":"US","type":"other","lineage":["https://openalex.org/I4210131275"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan B. Copperman","raw_affiliation_strings":["Department of Obstetrics, Gynecology, and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA","Reproductive Endocrinology and Infertility, Reproductive Medicine associates of New York, New York, NY, USA","Sema4, Stamford, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Obstetrics, Gynecology, and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Reproductive Endocrinology and Infertility, Reproductive Medicine associates of New York, New York, NY, USA","institution_ids":["https://openalex.org/I4210131275"]},{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Joanne L. Stone","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joanne L. Stone","raw_affiliation_strings":["Department of Obstetrics, Gynecology, and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA","Sema4, Stamford, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Obstetrics, Gynecology, and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054484871","display_name":"Susan J. Gross","orcid":"https://orcid.org/0000-0002-5888-5097","observed_orcids":["https://orcid.org/0000-0002-5888-5097"]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Susan J. Gross","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA","Sema4, Stamford, CT, USA"],"raw_orcid":"https://orcid.org/0000-0002-5888-5097","affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032453574","display_name":"Yan Kwan Lau","orcid":"https://orcid.org/0000-0002-1612-9912","observed_orcids":["https://orcid.org/0000-0002-1612-9912"]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu-Han Kao","raw_affiliation_strings":["Sema4, Stamford, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032453574","display_name":"Yan Kwan Lau","orcid":"https://orcid.org/0000-0002-1612-9912","observed_orcids":["https://orcid.org/0000-0002-1612-9912"]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Kwan Lau","raw_affiliation_strings":["Sema4, Stamford, CT, USA","Department of Obstetrics, Gynecology, and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]},{"raw_affiliation_string":"Department of Obstetrics, Gynecology, and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091668344","display_name":"Siobhan M. Dolan","orcid":"https://orcid.org/0000-0001-8890-8045","observed_orcids":["https://orcid.org/0000-0001-8890-8045"]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siobhan M. Dolan","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA","Department of Obstetrics, Gynecology, and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Department of Obstetrics, Gynecology, and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Eric E. Schadt","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Eric E. Schadt","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA. eric.schadt@sema4.com","Sema4, Stamford, CT, USA","Sema4, Stamford, CT, USA. eric.schadt@sema4.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA. eric.schadt@sema4.com","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]},{"raw_affiliation_string":"Sema4, Stamford, CT, USA. eric.schadt@sema4.com","institution_ids":["https://openalex.org/I4210110193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071946434","display_name":"Eric E. Schadt","orcid":"https://orcid.org/0000-0002-7892-8808","observed_orcids":["https://orcid.org/0000-0002-7892-8808"]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric E. Schadt","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA. eric.schadt@sema4.com","Sema4, Stamford, CT, USA","Sema4, Stamford, CT, USA. eric.schadt@sema4.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA. eric.schadt@sema4.com","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Sema4, Stamford, CT, USA","institution_ids":["https://openalex.org/I4210110193"]},{"raw_affiliation_string":"Sema4, Stamford, CT, USA. eric.schadt@sema4.com","institution_ids":["https://openalex.org/I4210110193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100361005","display_name":"Li Li","orcid":"https://orcid.org/0000-0001-6746-4297","observed_orcids":["https://orcid.org/0000-0001-6746-4297"]},"institutions":[{"id":"https://openalex.org/I4210110193","display_name":"Sema4 (United States)","ror":"https://ror.org/01nprxv78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110193"]},{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Li Li","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA. li.li@sema4.com","Sema4, Stamford, CT, USA. li.li@sema4.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA. li.li@sema4.com","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Sema4, Stamford, CT, USA. li.li@sema4.com","institution_ids":["https://openalex.org/I4210110193"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073138735","https://openalex.org/A5100361005"],"corresponding_institution_ids":["https://openalex.org/I4210110193","https://openalex.org/I98704320"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":{"value":3290,"currency":"USD","value_usd":3290},"fwci":13.8353,"has_fulltext":true,"cited_by_count":76,"citation_normalized_percentile":{"value":0.99365363,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"5","issue":"1","first_page":"68","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10290","display_name":"Pregnancy and preeclampsia studies","score":0.9423999786376953,"subfield":{"id":"https://openalex.org/subfields/2729","display_name":"Obstetrics and Gynecology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10290","display_name":"Pregnancy and preeclampsia studies","score":0.9423999786376953,"subfield":{"id":"https://openalex.org/subfields/2729","display_name":"Obstetrics and Gynecology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.05420000106096268,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0013000000035390258,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/preeclampsia","display_name":"preeclampsia","score":0.9980000257492065},{"id":"https://openalex.org/keywords/risk-prediction","display_name":"risk prediction","score":0.8980000019073486},{"id":"https://openalex.org/keywords/electronic-health-records","display_name":"electronic health records","score":0.921999990940094},{"id":"https://openalex.org/keywords/digital-phenotyping","display_name":"digital phenotyping","score":0.9459999799728394},{"id":"https://openalex.org/keywords/prenatal-period","display_name":"prenatal period","score":0.7440000176429749},{"id":"https://openalex.org/keywords/intrapartum-period","display_name":"intrapartum period","score":0.9340000152587891},{"id":"https://openalex.org/keywords/postpartum-period","display_name":"postpartum period","score":0.996999979019165},{"id":"https://openalex.org/keywords/risk-factors","display_name":"risk factors","score":0.8199999928474426},{"id":"https://openalex.org/keywords/complete-blood-count","display_name":"complete blood count","score":0.9800000190734863}],"concepts":[{"id":"https://openalex.org/C2777218350","wikidata":"https://www.wikidata.org/wiki/Q61335","display_name":"Preeclampsia","level":3,"score":0.7661470174789429},{"id":"https://openalex.org/C3018060332","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic medical record","level":2,"score":0.5613259077072144},{"id":"https://openalex.org/C131872663","wikidata":"https://www.wikidata.org/wiki/Q5284418","display_name":"Obstetrics","level":1,"score":0.49194619059562683},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.48254841566085815},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3931010365486145},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3735361099243164},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3603949546813965},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.13011756539344788},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0951368510723114},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-022-00612-x","doi":"https://doi.org/10.1038/s41746-022-00612-x","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00612-x","pdf_url":"https://www.nature.com/articles/s41746-022-00612-x.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"doi:10.1101/2021.03.23.21254178","doi":"https://doi.org/10.1101/2021.03.23.21254178","is_oa":true,"landing_page_url":"https://doi.org/10.1101/2021.03.23.21254178","pdf_url":"https://www.medrxiv.org/content/medrxiv/early/2021/03/24/2021.03.23.21254178.full.pdf","source":{"id":"https://openalex.org/S3005729997","display_name":"medRxiv","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":["https://openalex.org/P4310315909"],"host_organization_lineage_names":["Cold Spring Harbor Laboratory Press"],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"medRxiv","raw_type":"posted-content"},{"id":"pmid:35668134","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35668134","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NPJ digital medicine","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9170686","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9170686","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:f7dd65b8756b4da2b60e0a23520b716d","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/f7dd65b8756b4da2b60e0a23520b716d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 5, Iss 1, Pp 1-16 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41746-022-00612-x","doi":"https://doi.org/10.1038/s41746-022-00612-x","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00612-x","pdf_url":"https://www.nature.com/articles/s41746-022-00612-x.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":1.0}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8700000047683716}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320312147","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281703125.pdf","grobid_xml":"https://content.openalex.org/works/W4281703125.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W16794263","https://openalex.org/W1154833837","https://openalex.org/W1180198414","https://openalex.org/W1779612606","https://openalex.org/W1806219792","https://openalex.org/W1975775758","https://openalex.org/W1978635975","https://openalex.org/W1983695223","https://openalex.org/W1995475198","https://openalex.org/W1999142863","https://openalex.org/W2001295429","https://openalex.org/W2019113075","https://openalex.org/W2029884260","https://openalex.org/W2040080388","https://openalex.org/W2042299891","https://openalex.org/W2054404456","https://openalex.org/W2065239543","https://openalex.org/W2067998880","https://openalex.org/W2068250936","https://openalex.org/W2074373663","https://openalex.org/W2075490785","https://openalex.org/W2083164210","https://openalex.org/W2095195639","https://openalex.org/W2103050526","https://openalex.org/W2145820787","https://openalex.org/W2159675211","https://openalex.org/W2295598076","https://openalex.org/W2340668831","https://openalex.org/W2464598570","https://openalex.org/W2566998039","https://openalex.org/W2595840341","https://openalex.org/W2606397650","https://openalex.org/W2607739828","https://openalex.org/W2618851150","https://openalex.org/W2738449290","https://openalex.org/W2752892555","https://openalex.org/W2767353242","https://openalex.org/W2770837559","https://openalex.org/W2781877611","https://openalex.org/W2790823829","https://openalex.org/W2790912451","https://openalex.org/W2792220440","https://openalex.org/W2803803985","https://openalex.org/W2806466475","https://openalex.org/W2809704448","https://openalex.org/W2884268977","https://openalex.org/W2889325785","https://openalex.org/W2892741787","https://openalex.org/W2897959632","https://openalex.org/W2900915766","https://openalex.org/W2905374556","https://openalex.org/W2920258695","https://openalex.org/W2920837931","https://openalex.org/W2923118970","https://openalex.org/W2946525881","https://openalex.org/W2948812843","https://openalex.org/W2953907647","https://openalex.org/W2962862931","https://openalex.org/W2994577896","https://openalex.org/W2998028139","https://openalex.org/W2998807005","https://openalex.org/W2999615587","https://openalex.org/W3003132229","https://openalex.org/W3009583110","https://openalex.org/W3010721756","https://openalex.org/W3136023165","https://openalex.org/W3166406760","https://openalex.org/W4233259059","https://openalex.org/W4239096779"],"related_works":["https://openalex.org/W1520675682","https://openalex.org/W2167244209","https://openalex.org/W2411259789","https://openalex.org/W1987613776","https://openalex.org/W2046271719","https://openalex.org/W1578063175","https://openalex.org/W4366822207","https://openalex.org/W2017095155","https://openalex.org/W2902115400","https://openalex.org/W2073338816"],"abstract_inverted_index":{"Preeclampsia":[0],"is":[1,27,59,229],"a":[2,28,68,104,238],"heterogeneous":[3],"and":[4,11,16,88,124,151,158,186],"complex":[5],"disease":[6],"associated":[7],"with":[8,131,139],"rising":[9],"morbidity":[10],"mortality":[12],"in":[13,18,45,61,165,232],"pregnant":[14],"women":[15],"newborns":[17],"the":[19,34,52,79,135,142,204,224],"US.":[20],"Early":[21],"recognition":[22],"of":[23,36,54,63,114,148,179,216],"patients":[24,217,247],"at":[25,153,218,248],"risk":[26,35,56,177,194,219],"pressing":[29],"clinical":[30,233],"need":[31],"to":[32,72,103,110],"reduce":[33],"adverse":[37],"outcomes.":[38],"We":[39,66,97,161],"assessed":[40],"whether":[41],"information":[42],"routinely":[43],"collected":[44],"electronic":[46],"medical":[47],"records":[48],"(EMR)":[49],"could":[50],"enhance":[51],"prediction":[53,225],"preeclampsia":[55,115,130,180],"beyond":[57],"what":[58,228],"achieved":[60,231],"standard":[62],"care":[64],"assessments.":[65],"developed":[67],"digital":[69],"phenotyping":[70],"algorithm":[71],"curate":[73],"108,557":[74],"pregnancies":[75],"from":[76],"EMRs":[77],"across":[78,92,116,134],"Mount":[80],"Sinai":[81],"Health":[82],"System,":[83],"accurately":[84],"reconstructing":[85],"pregnancy":[86,119,137],"journeys":[87,91],"normalizing":[89],"these":[90],"different":[93,136],"hospital":[94],"EMR":[95],"systems.":[96],"then":[98],"applied":[99],"machine":[100,172],"learning":[101,173],"approaches":[102],"training":[105],"dataset":[106],"(N":[107],"=":[108],"60,879)":[109],"construct":[111],"predictive":[112],"models":[113,128],"three":[117],"major":[118],"time":[120],"periods":[121],"(ante-,":[122],"intra-,":[123],"postpartum).":[125],"The":[126],"resulting":[127],"predicted":[129],"high":[132],"accuracy":[133,226],"periods,":[138],"areas":[140],"under":[141],"receiver":[143],"operating":[144],"characteristic":[145],"curves":[146],"(AUC)":[147],"0.92,":[149],"0.82,":[150],"0.89":[152],"37":[154],"gestational":[155],"weeks,":[156],"intrapartum":[157],"postpartum,":[159],"respectively.":[160],"observed":[162],"comparable":[163],"performance":[164],"two":[166],"independent":[167],"patient":[168],"cohorts.":[169],"While":[170],"our":[171,235],"approach":[174],"identified":[175,191],"known":[176],"factors":[178],"(such":[181],"as":[182,197],"blood":[183,199],"pressure,":[184],"weight,":[185],"maternal":[187],"age),":[188],"it":[189],"also":[190],"other":[192],"potential":[193],"factors,":[195],"such":[196],"complete":[198],"count":[200],"related":[201],"characteristics":[202],"for":[203,213,220,240,246],"antepartum":[205],"period.":[206],"Our":[207],"model":[208,236],"not":[209],"only":[210],"has":[211],"utility":[212],"earlier":[214],"identification":[215],"preeclampsia,":[221],"but":[222],"given":[223],"exceeds":[227],"currently":[230],"practice,":[234],"provides":[237],"path":[239],"promoting":[241],"personalized":[242],"precision":[243],"therapeutic":[244],"strategies":[245],"risk.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":5}],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2025-10-10T00:00:00"}