{"id":"https://openalex.org/W2625217647","doi":"https://doi.org/10.4338/aci-2016-11-ra-0195","title":"Development of Multivariable Models to Predict and Benchmark Transfusion in Elective Surgery Supporting Patient Blood Management","display_name":"Development of Multivariable Models to Predict and Benchmark Transfusion in Elective Surgery Supporting Patient Blood Management","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2625217647","doi":"https://doi.org/10.4338/aci-2016-11-ra-0195","mag":"2625217647","pmid":"https://pubmed.ncbi.nlm.nih.gov/28850152"},"language":"en","primary_location":{"id":"doi:10.4338/aci-2016-11-ra-0195","is_oa":true,"landing_page_url":"https://doi.org/10.4338/aci-2016-11-ra-0195","pdf_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.4338/ACI-2016-11-RA-0195.pdf","source":{"id":"https://openalex.org/S187139995","display_name":"Applied Clinical Informatics","issn_l":"1869-0327","issn":["1869-0327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320000","host_organization_name":"Thieme Medical Publishers (Germany)","host_organization_lineage":["https://openalex.org/P4310320000"],"host_organization_lineage_names":["Thieme Medical Publishers (Germany)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Clinical Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.4338/ACI-2016-11-RA-0195.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066839719","display_name":"Dieter Hayn","orcid":"https://orcid.org/0000-0003-1822-9033"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Dieter Hayn","raw_affiliation_strings":["Dieter Hayn, AIT Austrian Institute of Technology, Reininghausstr. 13, 8020 Graz, Austria, Email: dieter.hayn@ait.ac.at","AIT Austrian Institute of Technology GmbH, Austria;"],"affiliations":[{"raw_affiliation_string":"Dieter Hayn, AIT Austrian Institute of Technology, Reininghausstr. 13, 8020 Graz, Austria, Email: dieter.hayn@ait.ac.at","institution_ids":[]},{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Austria;","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030072403","display_name":"Karl Kreiner","orcid":"https://orcid.org/0000-0001-6066-9708"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Karl Kreiner","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Austria;"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Austria;","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027613766","display_name":"Hubert Ebner","orcid":null},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Hubert Ebner","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Austria;"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Austria;","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107072098","display_name":"Peter K\u00e4stner","orcid":"https://orcid.org/0000-0002-9530-006X"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Peter Kastner","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Austria;"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Austria;","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067642666","display_name":"Nada Breznik","orcid":null},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Nada Breznik","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Austria;"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Austria;","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004988347","display_name":"Angelika Rzepka","orcid":"https://orcid.org/0000-0001-9376-0161"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Angelika Rzepka","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Austria;"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Austria;","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079226006","display_name":"Axel Hofmann","orcid":"https://orcid.org/0000-0003-0615-7474"},"institutions":[{"id":"https://openalex.org/I4210100468","display_name":"University Hospital of Zurich","ror":"https://ror.org/01462r250","country_code":"CH","type":"funder","lineage":["https://openalex.org/I4210100468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Axel Hofmann","raw_affiliation_strings":["Department of Anesthesiology, University Hospital Zurich, Switzerland;"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, University Hospital Zurich, Switzerland;","institution_ids":["https://openalex.org/I4210100468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012388068","display_name":"H. Gombotz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143831","display_name":"Women's General Hospital","ror":"https://ror.org/03y7h1693","country_code":"AT","type":"healthcare","lineage":["https://openalex.org/I4210143831"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Hans Gombotz","raw_affiliation_strings":["Department of Anesthesiology and Intensive Care, General Hospital Linz, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology and Intensive Care, General Hospital Linz, Austria","institution_ids":["https://openalex.org/I4210143831"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007533806","display_name":"G. Schreier","orcid":"https://orcid.org/0000-0003-3724-4255"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"G\u00fcnter Schreier","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Austria;"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Austria;","institution_ids":["https://openalex.org/I132118926"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5066839719"],"corresponding_institution_ids":["https://openalex.org/I132118926"],"apc_list":null,"apc_paid":null,"fwci":0.9383,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.69853166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"08","issue":"02","first_page":"617","last_page":"631"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10693","display_name":"Blood transfusion and management","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2704","display_name":"Biochemistry"},"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/T10693","display_name":"Blood transfusion and management","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2704","display_name":"Biochemistry"},"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":0.984499990940094,"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/T11623","display_name":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","score":0.9746000170707703,"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/medicine","display_name":"Medicine","score":0.7443424463272095},{"id":"https://openalex.org/keywords/blood-management","display_name":"Blood management","score":0.548247218132019},{"id":"https://openalex.org/keywords/blood-transfusion","display_name":"Blood transfusion","score":0.5358449220657349},{"id":"https://openalex.org/keywords/odds","display_name":"Odds","score":0.5119134187698364},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.46688926219940186},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.4329051375389099},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.3922029137611389},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.3215602934360504},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.23368021845817566},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2035028040409088}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7443424463272095},{"id":"https://openalex.org/C2779792907","wikidata":"https://www.wikidata.org/wiki/Q4927818","display_name":"Blood management","level":3,"score":0.548247218132019},{"id":"https://openalex.org/C2780014101","wikidata":"https://www.wikidata.org/wiki/Q183605","display_name":"Blood transfusion","level":2,"score":0.5358449220657349},{"id":"https://openalex.org/C143095724","wikidata":"https://www.wikidata.org/wiki/Q515895","display_name":"Odds","level":3,"score":0.5119134187698364},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.46688926219940186},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.4329051375389099},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.3922029137611389},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.3215602934360504},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.23368021845817566},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2035028040409088},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001321","descriptor_name":"Autistic Disorder","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D001321","descriptor_name":"Autistic Disorder","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D001321","descriptor_name":"Autistic Disorder","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D001321","descriptor_name":"Autistic Disorder","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D001803","descriptor_name":"Blood Transfusion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001803","descriptor_name":"Blood Transfusion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001803","descriptor_name":"Blood Transfusion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001803","descriptor_name":"Blood Transfusion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017558","descriptor_name":"Elective Surgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017558","descriptor_name":"Elective Surgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017558","descriptor_name":"Elective Surgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017558","descriptor_name":"Elective Surgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.4338/aci-2016-11-ra-0195","is_oa":true,"landing_page_url":"https://doi.org/10.4338/aci-2016-11-ra-0195","pdf_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.4338/ACI-2016-11-RA-0195.pdf","source":{"id":"https://openalex.org/S187139995","display_name":"Applied Clinical Informatics","issn_l":"1869-0327","issn":["1869-0327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320000","host_organization_name":"Thieme Medical Publishers (Germany)","host_organization_lineage":["https://openalex.org/P4310320000"],"host_organization_lineage_names":["Thieme Medical Publishers (Germany)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Clinical Informatics","raw_type":"journal-article"},{"id":"pmid:28850152","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28850152","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":"Applied clinical informatics","raw_type":null},{"id":"pmh:oai:europepmc.org:5208381","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6241749","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":"Text"}],"best_oa_location":{"id":"doi:10.4338/aci-2016-11-ra-0195","is_oa":true,"landing_page_url":"https://doi.org/10.4338/aci-2016-11-ra-0195","pdf_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.4338/ACI-2016-11-RA-0195.pdf","source":{"id":"https://openalex.org/S187139995","display_name":"Applied Clinical Informatics","issn_l":"1869-0327","issn":["1869-0327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320000","host_organization_name":"Thieme Medical Publishers (Germany)","host_organization_lineage":["https://openalex.org/P4310320000"],"host_organization_lineage_names":["Thieme Medical Publishers (Germany)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Clinical Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323031","display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft","ror":"https://ror.org/028jc0449"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2625217647.pdf","grobid_xml":"https://content.openalex.org/works/W2625217647.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1838035547","https://openalex.org/W1875061881","https://openalex.org/W1979714250","https://openalex.org/W2028161433","https://openalex.org/W2044410111","https://openalex.org/W2051938222","https://openalex.org/W2098026442","https://openalex.org/W2102246395","https://openalex.org/W2156332695","https://openalex.org/W2165743738","https://openalex.org/W2168021506","https://openalex.org/W2261330529","https://openalex.org/W2293451669","https://openalex.org/W2294755412","https://openalex.org/W2314800574","https://openalex.org/W2471406813","https://openalex.org/W2487998699","https://openalex.org/W2563606822","https://openalex.org/W2585986726","https://openalex.org/W2911964244","https://openalex.org/W2919615592","https://openalex.org/W4244715521"],"related_works":["https://openalex.org/W1522640790","https://openalex.org/W2152009037","https://openalex.org/W1977530578","https://openalex.org/W2374017359","https://openalex.org/W2290698159","https://openalex.org/W2542561442","https://openalex.org/W1918511270","https://openalex.org/W3122027477","https://openalex.org/W3113565331","https://openalex.org/W2970340465"],"abstract_inverted_index":{"We":[0],"conclude":[1],"that":[2],"predictive":[3],"modeling":[4],"can":[5],"be":[6],"used":[7],"to":[8,27],"benchmark":[9],"the":[10,16],"importance":[11],"of":[12],"different":[13,22],"features":[14],"on":[15],"models":[17],"derived":[18],"with":[19],"data":[20],"from":[21],"hospitals.":[23],"This":[24],"might":[25],"help":[26],"optimize":[28],"crucial":[29],"processes":[30],"in":[31,36],"a":[32],"specific":[33],"hospital,":[34],"even":[35],"other":[37],"scenarios":[38],"beyond":[39],"Patient":[40],"Blood":[41],"Management.":[42]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
