{"id":"https://openalex.org/W4407835883","doi":"https://doi.org/10.3233/978-1-61499-830-3-506","title":"A Validated Risk Model for 30-Day Readmission for Heart Failure","display_name":"A Validated Risk Model for 30-Day Readmission for Heart Failure","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W4407835883","doi":"https://doi.org/10.3233/978-1-61499-830-3-506"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-830-3-506","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-830-3-506","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116376124","display_name":"Mahajan Satish M.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mahajan Satish M.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116376125","display_name":"Burman Prabir","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Burman Prabir","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116376126","display_name":"Newton Ana","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Newton Ana","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5112077548","display_name":"H. A.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heidenreich Paul A.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.76142271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10198","display_name":"Heart Failure Treatment and Management","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10198","display_name":"Heart Failure Treatment and Management","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11967","display_name":"Electrolyte and hormonal disorders","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T11623","display_name":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","score":0.9778000116348267,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.6471523642539978},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5374959111213684},{"id":"https://openalex.org/keywords/risk-model","display_name":"Risk model","score":0.41126465797424316},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3864845931529999},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.32024991512298584},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.19756218791007996}],"concepts":[{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.6471523642539978},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5374959111213684},{"id":"https://openalex.org/C2986432223","wikidata":"https://www.wikidata.org/wiki/Q5449740","display_name":"Risk model","level":2,"score":0.41126465797424316},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3864845931529999},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.32024991512298584},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.19756218791007996}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-830-3-506","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-830-3-506","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2899084033","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525"],"abstract_inverted_index":{"One":[0],"of":[1,4,83,88,93],"the":[2,5,11,48,121],"goals":[3],"Precision":[6],"Medicine":[7],"Initiative":[8],"launched":[9],"in":[10,14,23,80,141],"United":[12],"States":[13],"2016":[15],"is":[16],"to":[17,132,138],"use":[18,33],"innovative":[19],"tools":[20],"and":[21,58,67,97,100,108,137],"sources":[22],"data":[24,46],"science.":[25],"We":[26,60],"realized":[27],"this":[28],"goal":[29],"by":[30],"implementing":[31],"a":[32,62,81],"case":[34],"that":[35],"identified":[36],"patients":[37,134],"with":[38,105],"heart":[39,94],"failure":[40],"at":[41],"Veterans":[42],"Health":[43,50],"Administration":[44],"using":[45],"from":[47,52],"Electronic":[49],"Records":[51],"multiple":[53],"health":[54,144],"domains":[55],"between":[56],"2005":[57],"2013.":[59],"applied":[61],"regularized":[63],"logistic":[64],"regression":[65],"model":[66],"predicted":[68],"30-day":[69],"readmission":[70,89,136],"risk":[71,114],"for":[72,135],"1210":[73],"unique":[74],"patients.":[75],"Our":[76,85],"validation":[77],"cohort":[78],"resulted":[79],"C-statistic":[82],"0.84.":[84],"top":[86],"predictors":[87],"were":[90],"prior":[91],"diagnosis":[92],"failure,":[95],"vascular":[96],"renal":[98],"diseases,":[99],"malnutrition":[101],"as":[102],"comorbidities,":[103],"compliance":[104],"outpatient":[106],"follow-up,":[107],"low":[109],"socioeconomic":[110],"status.":[111],"This":[112],"validated":[113],"prediction":[115],"scheme":[116],"delivered":[117],"better":[118],"performance":[119],"than":[120],"published":[122],"models":[123],"so":[124],"far":[125],"(C-Statistics:":[126],"0.69).":[127],"It":[128],"can":[129],"be":[130],"used":[131],"stratify":[133],"aid":[139],"clinicians":[140],"delivering":[142],"precise":[143],"interventions.":[145]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}