{"id":"https://openalex.org/W4405222931","doi":"https://doi.org/10.1038/s41746-024-01353-9","title":"Predicting control of cardiovascular disease risk factors in South Asia using machine learning","display_name":"Predicting control of cardiovascular disease risk factors in South Asia using machine learning","publication_year":2024,"publication_date":"2024-12-10","ids":{"openalex":"https://openalex.org/W4405222931","doi":"https://doi.org/10.1038/s41746-024-01353-9","pmid":"https://pubmed.ncbi.nlm.nih.gov/39658561"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-024-01353-9","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-024-01353-9","pdf_url":"https://www.nature.com/articles/s41746-024-01353-9.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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-024-01353-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036811965","display_name":"Anna Reuter","orcid":"https://orcid.org/0000-0002-3087-7415"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I4210151805","display_name":"Federal Institute for Population Research","ror":"https://ror.org/04wy4bt38","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210151805"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anna Reuter","raw_affiliation_strings":["German Federal Institute of Population Research, Wiesbaden, Germany","Heidelberg Institute of Global Health, Heidelberg University, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"German Federal Institute of Population Research, Wiesbaden, Germany","institution_ids":["https://openalex.org/I4210151805"]},{"raw_affiliation_string":"Heidelberg Institute of Global Health, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100680450","display_name":"Mohammed K. Ali","orcid":"https://orcid.org/0000-0001-7266-2503"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]},{"id":"https://openalex.org/I4210109911","display_name":"Woodruff Health Sciences Center","ror":"https://ror.org/01xm4tt59","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I150468666","https://openalex.org/I4210109911"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammed K. Ali","raw_affiliation_strings":["Emory Global Diabetes Research Center, Woodruff Health Sciences Center and Emory University, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Emory Global Diabetes Research Center, Woodruff Health Sciences Center and Emory University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I4210109911","https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034363861","display_name":"Viswanathan Mohan","orcid":"https://orcid.org/0000-0001-5038-6210"},"institutions":[{"id":"https://openalex.org/I4210092311","display_name":"Madras Diabetes Research Foundation","ror":"https://ror.org/00czgcw56","country_code":"IN","type":"nonprofit","lineage":["https://openalex.org/I4210092311"]},{"id":"https://openalex.org/I4210137848","display_name":"Dr. Mohan's Diabetes Specialities Centre","ror":"https://ror.org/02z9d3e27","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210137848"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Viswanathan Mohan","raw_affiliation_strings":["Diabetology, Madras Diabetes Research Foundation, Chennai, India","Dr. Mohan's Diabetes Specialties Centre, Chennai, India"],"affiliations":[{"raw_affiliation_string":"Diabetology, Madras Diabetes Research Foundation, Chennai, India","institution_ids":["https://openalex.org/I4210092311"]},{"raw_affiliation_string":"Dr. Mohan's Diabetes Specialties Centre, Chennai, India","institution_ids":["https://openalex.org/I4210137848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023856673","display_name":"Lydia Chwastiak","orcid":"https://orcid.org/0000-0003-4159-7934"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lydia Chwastiak","raw_affiliation_strings":["Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101454900","display_name":"Kavita Singh","orcid":"https://orcid.org/0000-0002-5317-9230"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I74653059","display_name":"Public Health Foundation of India","ror":"https://ror.org/058s20p71","country_code":"IN","type":"nonprofit","lineage":["https://openalex.org/I74653059"]}],"countries":["DE","IN"],"is_corresponding":false,"raw_author_name":"Kavita Singh","raw_affiliation_strings":["Centre for Control of Chronic Conditions, Public Health Foundation of India, Gurgaon, India","Heidelberg Institute of Global Health, Heidelberg University, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Centre for Control of Chronic Conditions, Public Health Foundation of India, Gurgaon, India","institution_ids":["https://openalex.org/I74653059"]},{"raw_affiliation_string":"Heidelberg Institute of Global Health, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112100910","display_name":"KM Venkat Narayan","orcid":null},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]},{"id":"https://openalex.org/I4210109911","display_name":"Woodruff Health Sciences Center","ror":"https://ror.org/01xm4tt59","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I150468666","https://openalex.org/I4210109911"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. M. Venkat Narayan","raw_affiliation_strings":["Emory Global Diabetes Research Center, Woodruff Health Sciences Center and Emory University, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Emory Global Diabetes Research Center, Woodruff Health Sciences Center and Emory University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I4210109911","https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015160949","display_name":"Dorairaj Prabhakaran","orcid":"https://orcid.org/0000-0002-3172-834X"},"institutions":[{"id":"https://openalex.org/I74653059","display_name":"Public Health Foundation of India","ror":"https://ror.org/058s20p71","country_code":"IN","type":"nonprofit","lineage":["https://openalex.org/I74653059"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dorairaj Prabhakaran","raw_affiliation_strings":["Centre for Control of Chronic Conditions, Public Health Foundation of India, Gurgaon, India"],"affiliations":[{"raw_affiliation_string":"Centre for Control of Chronic Conditions, Public Health Foundation of India, Gurgaon, India","institution_ids":["https://openalex.org/I74653059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018621533","display_name":"Nikhil Tandon","orcid":"https://orcid.org/0000-0003-4604-1986"},"institutions":[{"id":"https://openalex.org/I63739035","display_name":"All India Institute of Medical Sciences","ror":"https://ror.org/02dwcqs71","country_code":"IN","type":"education","lineage":["https://openalex.org/I2799351866","https://openalex.org/I4210148677","https://openalex.org/I63739035"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nikhil Tandon","raw_affiliation_strings":["Department of Endocrinology and Metabolism, All India Institute of Medical Sciences, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Department of Endocrinology and Metabolism, All India Institute of Medical Sciences, New Delhi, India","institution_ids":["https://openalex.org/I63739035"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017362281","display_name":"Nikkil Sudharsanan","orcid":"https://orcid.org/0000-0003-1710-4634"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I4210111460","display_name":"National Center for Tumor Diseases","ror":"https://ror.org/01txwsw02","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210111460"]},{"id":"https://openalex.org/I4210119100","display_name":"Munich Security Conference","ror":"https://ror.org/02jch6d72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I4210119100"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nikkil Sudharsanan","raw_affiliation_strings":["Heidelberg Institute of Global Health, Heidelberg University, Heidelberg, Germany. nikkil.sudharsanan@tum.de","Munich Center for Health Economics and Policy, Munich, Germany. nikkil.sudharsanan@tum.de","TUM School of Medicine and Health, Technical University of Munich, Munich, Germany. nikkil.sudharsanan@tum.de","TUM School of Medicine and Health, Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Heidelberg Institute of Global Health, Heidelberg University, Heidelberg, Germany. nikkil.sudharsanan@tum.de","institution_ids":["https://openalex.org/I4210111460","https://openalex.org/I223822909","https://openalex.org/I2802164966"]},{"raw_affiliation_string":"Munich Center for Health Economics and Policy, Munich, Germany. nikkil.sudharsanan@tum.de","institution_ids":["https://openalex.org/I4210119100"]},{"raw_affiliation_string":"TUM School of Medicine and Health, Technical University of Munich, Munich, Germany. nikkil.sudharsanan@tum.de","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"TUM School of Medicine and Health, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5017362281"],"corresponding_institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966","https://openalex.org/I4210111460","https://openalex.org/I4210119100","https://openalex.org/I62916508"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":0.3502,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68742528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"7","issue":"1","first_page":"357","last_page":"357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10027","display_name":"Diabetes, Cardiovascular Risks, and Lipoproteins","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10027","display_name":"Diabetes, Cardiovascular Risks, and Lipoproteins","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9901000261306763,"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"}},{"id":"https://openalex.org/T13522","display_name":"Cardiovascular Health and Risk Factors","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/disease","display_name":"Disease","score":0.5459548234939575},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5306065678596497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43255817890167236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42622482776641846},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3960629403591156},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3506298065185547},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3035696744918823}],"concepts":[{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5459548234939575},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5306065678596497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43255817890167236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42622482776641846},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3960629403591156},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3506298065185547},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3035696744918823}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-024-01353-9","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-024-01353-9","pdf_url":"https://www.nature.com/articles/s41746-024-01353-9.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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:39658561","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39658561","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:frl.publisso.de:frl:6517991","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11631980","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11631980/pdf/41746_2024_Article_1353.pdf","source":{"id":"https://openalex.org/S4377196269","display_name":"PUBLISSO (German National Library of Medicine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210112663","host_organization_name":"ZB MED - Information Centre for Life Sciences","host_organization_lineage":["https://openalex.org/I4210112663"],"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":"http://lobid.org/resources/99370683021406441#!, 7(1):357","raw_type":"Zeitschriftenartikel"},{"id":"pmh:oai:doaj.org/article:bba932ae2c694f1cae3e1a0c030bd1f6","is_oa":true,"landing_page_url":"https://doaj.org/article/bba932ae2c694f1cae3e1a0c030bd1f6","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 7, Iss 1, Pp 1-10 (2024)","raw_type":"article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1769939","is_oa":false,"landing_page_url":"https://mediatum.ub.tum.de/1769939","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41746-024-01353-9","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-024-01353-9","pdf_url":"https://www.nature.com/articles/s41746-024-01353-9.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","license_id":"https://openalex.org/licenses/cc-by","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/G118672084","display_name":null,"funder_award_id":"HHSN268200900026C","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G2912911771","display_name":null,"funder_award_id":"R24TW007988","funder_id":"https://openalex.org/F4320337356","funder_display_name":"Fogarty International Center"},{"id":"https://openalex.org/G3418899737","display_name":null,"funder_award_id":"HHSN268200900026C","funder_id":"https://openalex.org/F4320306085","funder_display_name":"U.S. Department of Health and Human Services"},{"id":"https://openalex.org/G3626119005","display_name":null,"funder_award_id":"Fogarty","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G388537499","display_name":null,"funder_award_id":"R01MH100390","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G3921191777","display_name":null,"funder_award_id":"D43TW008332","funder_id":"https://openalex.org/F4320337356","funder_display_name":"Fogarty International Center"},{"id":"https://openalex.org/G5575420519","display_name":null,"funder_award_id":"R01MH100390","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6142735972","display_name":null,"funder_award_id":"5R24TW007988","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6212934482","display_name":null,"funder_award_id":"5R24TW007988","funder_id":"https://openalex.org/F4320337356","funder_display_name":"Fogarty International Center"},{"id":"https://openalex.org/G6289110046","display_name":null,"funder_award_id":"D43TW008332","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6381780559","display_name":null,"funder_award_id":"D43TW0","funder_id":"https://openalex.org/F4320337356","funder_display_name":"Fogarty International Center"},{"id":"https://openalex.org/G6965809769","display_name":null,"funder_award_id":"1D43HD05249","funder_id":"https://openalex.org/F4320337356","funder_display_name":"Fogarty International Center"},{"id":"https://openalex.org/G7262240292","display_name":null,"funder_award_id":"HHSN268200900026C","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7345359307","display_name":null,"funder_award_id":"Fellow","funder_id":"https://openalex.org/F4320337356","funder_display_name":"Fogarty International Center"},{"id":"https://openalex.org/G8046510184","display_name":null,"funder_award_id":"R24TW007988","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320306085","display_name":"U.S. Department of Health and Human Services","ror":"https://ror.org/033jnv181"},{"id":"https://openalex.org/F4320309151","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34"},{"id":"https://openalex.org/F4320309381","display_name":"Emory University","ror":"https://ror.org/03czfpz43"},{"id":"https://openalex.org/F4320318127","display_name":"UnitedHealth Group","ror":"https://ror.org/04a8rt780"},{"id":"https://openalex.org/F4320320725","display_name":"Public Health Foundation of India","ror":"https://ror.org/058s20p71"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"},{"id":"https://openalex.org/F4320337356","display_name":"Fogarty International Center","ror":"https://ror.org/02xey9a22"},{"id":"https://openalex.org/F4320337364","display_name":"National Institute of Child Health and Human Development","ror":"https://ror.org/04byxyr05"},{"id":"https://openalex.org/F4320337611","display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","ror":"https://ror.org/04byxyr05"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405222931.pdf","grobid_xml":"https://content.openalex.org/works/W4405222931.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1831050183","https://openalex.org/W1968579605","https://openalex.org/W1985967126","https://openalex.org/W2078271269","https://openalex.org/W2094918523","https://openalex.org/W2139634859","https://openalex.org/W2170271198","https://openalex.org/W2429807469","https://openalex.org/W2470269599","https://openalex.org/W2618596952","https://openalex.org/W2678482839","https://openalex.org/W2743048109","https://openalex.org/W2767514784","https://openalex.org/W2891344579","https://openalex.org/W2921012991","https://openalex.org/W2971515944","https://openalex.org/W3043168294","https://openalex.org/W3064750188","https://openalex.org/W3103264034","https://openalex.org/W3165900016","https://openalex.org/W3166015112","https://openalex.org/W3172996796","https://openalex.org/W4224299105","https://openalex.org/W4226242534","https://openalex.org/W4317681542","https://openalex.org/W4324134951","https://openalex.org/W4362522293"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"A":[0],"substantial":[1],"share":[2],"of":[3,7,16,63,90,97,152],"patients":[4],"at":[5,78,95],"risk":[6,18,62,68,76,92,96],"developing":[8],"cardiovascular":[9],"disease":[10],"(CVD)":[11],"fail":[12],"to":[13,26,34,65,99],"achieve":[14,66,100],"control":[15,70],"CVD":[17,67],"factors,":[19],"but":[20],"clinicians":[21],"lack":[22],"a":[23],"structured":[24],"approach":[25],"identify":[27],"these":[28],"patients.":[29],"We":[30],"applied":[31],"machine":[32],"learning":[33],"longitudinal":[35],"data":[36],"from":[37],"two":[38],"completed":[39],"randomized":[40],"controlled":[41],"trials":[42],"among":[43],"1502":[44],"individuals":[45],"with":[46],"diabetes":[47],"in":[48,75,86,155],"urban":[49],"India":[50],"and":[51,118,122,134,146,149],"Pakistan.":[52],"Using":[53],"commonly":[54],"available":[55],"clinical":[56],"data,":[57],"we":[58],"predict":[59],"each":[60],"individual's":[61],"failing":[64,98],"factor":[69],"goals":[71,101,110],"or":[72,102],"meaningful":[73,103,126],"improvements":[74,127],"factors":[77],"one":[79],"year":[80],"after":[81],"baseline.":[82],"When":[83],"classifying":[84],"those":[85],"the":[87,105],"top":[88],"quartile":[89],"predicted":[91],"scores":[93],"as":[94],"improvements,":[104],"precision":[106],"for":[107,113,116,120,123,129,132,136],"not":[108,124],"achieving":[109,125],"was":[111],"73%":[112],"HbA1c,":[114,130],"30%":[115],"SBP,":[117,133],"24%":[119],"LDL,":[121],"88%":[128],"87%":[131],"85%":[135],"LDL.":[137],"Such":[138],"models":[139],"could":[140],"be":[141],"integrated":[142],"into":[143],"routine":[144],"care":[145],"enable":[147],"efficient":[148],"targeted":[150],"delivery":[151],"health":[153],"resources":[154],"resource-constrained":[156],"settings.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}