{"id":"https://openalex.org/W4409230191","doi":"https://doi.org/10.1038/s41746-025-01602-5","title":"The comprehensive clinical benefits of digital phenotyping: from broad adoption to full impact","display_name":"The comprehensive clinical benefits of digital phenotyping: from broad adoption to full impact","publication_year":2025,"publication_date":"2025-04-08","ids":{"openalex":"https://openalex.org/W4409230191","doi":"https://doi.org/10.1038/s41746-025-01602-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/40195396"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-01602-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01602-5","pdf_url":"https://www.nature.com/articles/s41746-025-01602-5.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,"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-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-01602-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115592629","display_name":"Yingbo Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108230","display_name":"Tropical Crops Genetic Resources Institute","ror":"https://ror.org/01ye8r794","country_code":"CN","type":"facility","lineage":["https://openalex.org/I107851509","https://openalex.org/I4210108230","https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I107851509","display_name":"Chinese Academy of Tropical Agricultural Sciences","ror":"https://ror.org/003qeh975","country_code":"CN","type":"government","lineage":["https://openalex.org/I107851509","https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yingbo Zhang","raw_affiliation_strings":["Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China","Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences (CATAS), Haikou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]},{"raw_affiliation_string":"Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences (CATAS), Haikou, China","institution_ids":["https://openalex.org/I4210108230","https://openalex.org/I107851509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444935","display_name":"Jiao Wang","orcid":"https://orcid.org/0000-0001-7640-3947"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN","ES"],"is_corresponding":false,"raw_author_name":"Jiao Wang","raw_affiliation_strings":["Department of Computer Science and Information Technology, University of A Coru\u00f1a, A Coru\u00f1a, Spain","Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, University of A Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]},{"raw_affiliation_string":"Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040755577","display_name":"Hui Zong","orcid":"https://orcid.org/0000-0002-9142-5017"},"institutions":[{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Zong","raw_affiliation_strings":["Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045977931","display_name":"Rajeev K. Singla","orcid":"https://orcid.org/0000-0002-3353-7897"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]},{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["CN","IN"],"is_corresponding":false,"raw_author_name":"Rajeev K. Singla","raw_affiliation_strings":["Department of Pharmacy, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China","School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmacy, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]},{"raw_affiliation_string":"School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, India","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103178951","display_name":"Amin Ullah","orcid":"https://orcid.org/0000-0001-7336-0064"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Amin Ullah","raw_affiliation_strings":["Department of Pharmacy, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmacy, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101674648","display_name":"Xingyun Liu","orcid":"https://orcid.org/0000-0002-9295-2767"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]},{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["CN","ES"],"is_corresponding":false,"raw_author_name":"Xingyun Liu","raw_affiliation_strings":["Department of Computer Science and Information Technology, University of A Coru\u00f1a, A Coru\u00f1a, Spain","Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, University of A Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]},{"raw_affiliation_string":"Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089843489","display_name":"Rongrong Wu","orcid":"https://orcid.org/0000-0003-4140-4637"},"institutions":[{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongrong Wu","raw_affiliation_strings":["Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010999391","display_name":"Shumin Ren","orcid":"https://orcid.org/0000-0002-1376-1891"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shumin Ren","raw_affiliation_strings":["Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081095213","display_name":"Bairong Shen","orcid":"https://orcid.org/0000-0003-2899-1531"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bairong Shen","raw_affiliation_strings":["Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China. bairong.shen@scu.edu.cn","West China Tianfu Hospital Sichuan University, Chengdu, Sichuan, China. bairong.shen@scu.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, Institutes for Systems Genetics, and Center for High Altitude Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China. bairong.shen@scu.edu.cn","institution_ids":[]},{"raw_affiliation_string":"West China Tianfu Hospital Sichuan University, Chengdu, Sichuan, China. bairong.shen@scu.edu.cn","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5115592629"],"corresponding_institution_ids":["https://openalex.org/I107851509","https://openalex.org/I24185976","https://openalex.org/I4210089761","https://openalex.org/I4210108230"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":53.9871,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.99849341,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"8","issue":"1","first_page":"196","last_page":"196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9919999837875366,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9919999837875366,"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/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.954200029373169,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.947700023651123,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3441146910190582}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3441146910190582}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41746-025-01602-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01602-5","pdf_url":"https://www.nature.com/articles/s41746-025-01602-5.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,"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-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:40195396","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40195396","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,"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":null},{"id":"pmh:oai:doaj.org/article:851319a53ac24067bb41b365219ebade","is_oa":true,"landing_page_url":"https://doaj.org/article/851319a53ac24067bb41b365219ebade","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,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-9 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11977243","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11977243","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,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-01602-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01602-5","pdf_url":"https://www.nature.com/articles/s41746-025-01602-5.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,"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-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4808893844","display_name":null,"funder_award_id":"32270690","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409230191.pdf","grobid_xml":"https://content.openalex.org/works/W4409230191.grobid-xml"},"referenced_works_count":87,"referenced_works":["https://openalex.org/W1968909329","https://openalex.org/W1978444428","https://openalex.org/W1986129954","https://openalex.org/W2082704080","https://openalex.org/W2392412101","https://openalex.org/W2554358505","https://openalex.org/W2589565718","https://openalex.org/W2610627331","https://openalex.org/W2611386734","https://openalex.org/W2757411157","https://openalex.org/W2796467950","https://openalex.org/W2803027681","https://openalex.org/W2889620547","https://openalex.org/W2891270000","https://openalex.org/W2895486342","https://openalex.org/W2897992630","https://openalex.org/W2905393963","https://openalex.org/W2972211076","https://openalex.org/W2973113902","https://openalex.org/W2986822761","https://openalex.org/W2990397612","https://openalex.org/W3016227911","https://openalex.org/W3017800707","https://openalex.org/W3036512418","https://openalex.org/W3043096756","https://openalex.org/W3083512380","https://openalex.org/W3119126442","https://openalex.org/W3125292757","https://openalex.org/W3170187294","https://openalex.org/W3204362769","https://openalex.org/W3213554666","https://openalex.org/W3216760739","https://openalex.org/W4200317185","https://openalex.org/W4200540699","https://openalex.org/W4205170775","https://openalex.org/W4205686170","https://openalex.org/W4210797038","https://openalex.org/W4224236346","https://openalex.org/W4225669732","https://openalex.org/W4281610075","https://openalex.org/W4281776900","https://openalex.org/W4283791080","https://openalex.org/W4285726068","https://openalex.org/W4286688665","https://openalex.org/W4293012944","https://openalex.org/W4293109418","https://openalex.org/W4297130421","https://openalex.org/W4303981160","https://openalex.org/W4306180601","https://openalex.org/W4309364610","https://openalex.org/W4312113531","https://openalex.org/W4313590025","https://openalex.org/W4316618432","https://openalex.org/W4327733582","https://openalex.org/W4361248308","https://openalex.org/W4362663179","https://openalex.org/W4366774367","https://openalex.org/W4375956231","https://openalex.org/W4377234367","https://openalex.org/W4387179740","https://openalex.org/W4387501484","https://openalex.org/W4387796278","https://openalex.org/W4387799201","https://openalex.org/W4389211392","https://openalex.org/W4389569260","https://openalex.org/W4390750193","https://openalex.org/W4391924134","https://openalex.org/W4392029738","https://openalex.org/W4392281180","https://openalex.org/W4393176587","https://openalex.org/W4393201572","https://openalex.org/W4394579735","https://openalex.org/W4396561969","https://openalex.org/W4396605017","https://openalex.org/W4396640790","https://openalex.org/W4396889037","https://openalex.org/W4396906279","https://openalex.org/W4398199731","https://openalex.org/W4399392962","https://openalex.org/W4399500684","https://openalex.org/W4400493343","https://openalex.org/W4400657382","https://openalex.org/W4401195064","https://openalex.org/W4401447689","https://openalex.org/W4402665864","https://openalex.org/W4402925673","https://openalex.org/W4403246213"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":{"Digital":[0],"phenotyping":[1,24],"collects":[2],"health":[3,11],"data":[4],"digitally,":[5],"supporting":[6],"early":[7],"disease":[8],"diagnosis":[9],"and":[10,25,40,67],"management.":[12],"This":[13],"paper":[14,52],"systematically":[15],"reviews":[16],"the":[17,36,51,54],"diversity":[18],"of":[19,58],"research":[20],"methods":[21],"in":[22,44,48],"digital":[23,59],"its":[26,33,41,46],"clinical":[27,56],"benefits,":[28],"while":[29],"also":[30],"focusing":[31],"on":[32],"importance":[34],"within":[35],"P4":[37],"medicine":[38],"paradigm":[39],"core":[42],"role":[43],"advancing":[45],"application":[47],"biobanks.":[49],"Furthermore,":[50],"envisions":[53],"continued":[55],"benefits":[57],"phenotyping,":[60],"driven":[61],"by":[62],"technological":[63],"innovation,":[64],"global":[65],"collaboration,":[66],"policy":[68],"support.":[69]},"counts_by_year":[{"year":2026,"cited_by_count":22},{"year":2025,"cited_by_count":5}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}