{"id":"https://openalex.org/W3156998516","doi":"https://doi.org/10.1016/j.jbi.2021.103783","title":"A scalable approach for developing clinical risk prediction applications in different hospitals","display_name":"A scalable approach for developing clinical risk prediction applications in different hospitals","publication_year":2021,"publication_date":"2021-04-20","ids":{"openalex":"https://openalex.org/W3156998516","doi":"https://doi.org/10.1016/j.jbi.2021.103783","mag":"3156998516","pmid":"https://pubmed.ncbi.nlm.nih.gov/33887456"},"language":"en","primary_location":{"id":"doi:10.1016/j.jbi.2021.103783","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jbi.2021.103783","pdf_url":null,"source":{"id":"https://openalex.org/S11622463","display_name":"Journal of Biomedical Informatics","issn_l":"1532-0464","issn":["1532-0464","1532-0480"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"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":"Journal of Biomedical Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.jbi.2021.103783","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007910362","display_name":"Hong Sun","orcid":"https://orcid.org/0000-0002-7112-5420"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hong Sun","raw_affiliation_strings":["Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium. Electronic address: hong.sun@dedalus-group.com","Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium. Electronic address: hong.sun@dedalus-group.com","institution_ids":[]},{"raw_affiliation_string":"Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009328380","display_name":"Kristof Depraetere","orcid":"https://orcid.org/0000-0002-3859-3791"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kristof Depraetere","raw_affiliation_strings":["Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium. Electronic address: kristof.depraetere@dedalus-group.com","Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium. Electronic address: kristof.depraetere@dedalus-group.com","institution_ids":[]},{"raw_affiliation_string":"Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064515401","display_name":"Laurent Meesseman","orcid":"https://orcid.org/0000-0002-3761-9822"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Laurent Meesseman","raw_affiliation_strings":["Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112034585","display_name":"Jos De Roo","orcid":"https://orcid.org/0000-0001-8862-0666"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jos De Roo","raw_affiliation_strings":["Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011576763","display_name":"Martijn Vanbiervliet","orcid":"https://orcid.org/0000-0001-6951-4585"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martijn Vanbiervliet","raw_affiliation_strings":["Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009429312","display_name":"Jos De Baerdemaeker","orcid":"https://orcid.org/0000-0003-4829-1700"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jos De Baerdemaeker","raw_affiliation_strings":["Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034258705","display_name":"Herman Muys","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Herman Muys","raw_affiliation_strings":["Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102999630","display_name":"Vera von Dossow","orcid":"https://orcid.org/0000-0002-2540-7080"},"institutions":[{"id":"https://openalex.org/I2800536013","display_name":"Heart and Diabetes Center North Rhine-Westphalia","ror":"https://ror.org/02wndzd81","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799784675","https://openalex.org/I2800536013"]},{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vera von Dossow","raw_affiliation_strings":["Institute of Anesthesiology, Heart and Diabetes Centre NRW, Ruhr-University Bochum, Bad Oeynhausen, Germany. Electronic address: vvondossow@hdz-nrw.de","Institute of Anesthesiology, Heart and Diabetes Centre NRW, Ruhr-University Bochum, Bad Oeynhausen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Anesthesiology, Heart and Diabetes Centre NRW, Ruhr-University Bochum, Bad Oeynhausen, Germany. Electronic address: vvondossow@hdz-nrw.de","institution_ids":[]},{"raw_affiliation_string":"Institute of Anesthesiology, Heart and Diabetes Centre NRW, Ruhr-University Bochum, Bad Oeynhausen, Germany","institution_ids":["https://openalex.org/I2800536013","https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037905869","display_name":"Nikolai Hulde","orcid":"https://orcid.org/0000-0001-5070-0249"},"institutions":[{"id":"https://openalex.org/I2800536013","display_name":"Heart and Diabetes Center North Rhine-Westphalia","ror":"https://ror.org/02wndzd81","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799784675","https://openalex.org/I2800536013"]},{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nikolai Hulde","raw_affiliation_strings":["Institute of Anesthesiology, Heart and Diabetes Centre NRW, Ruhr-University Bochum, Bad Oeynhausen, Germany. Electronic address: nhulde@hdz-nrw.de","Institute of Anesthesiology, Heart and Diabetes Centre NRW, Ruhr-University Bochum, Bad Oeynhausen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Anesthesiology, Heart and Diabetes Centre NRW, Ruhr-University Bochum, Bad Oeynhausen, Germany. Electronic address: nhulde@hdz-nrw.de","institution_ids":[]},{"raw_affiliation_string":"Institute of Anesthesiology, Heart and Diabetes Centre NRW, Ruhr-University Bochum, Bad Oeynhausen, Germany","institution_ids":["https://openalex.org/I2800536013","https://openalex.org/I904495901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060582766","display_name":"Ralph Szymanowsky","orcid":"https://orcid.org/0000-0002-3765-5794"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ralph Szymanowsky","raw_affiliation_strings":["Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium. Electronic address: ralph.szymanowsky@dedalus-group.com","Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium. Electronic address: ralph.szymanowsky@dedalus-group.com","institution_ids":[]},{"raw_affiliation_string":"Dedalus HealthCare, Roderveldlaan 2, 2600 Antwerp, Belgium","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5007910362","https://openalex.org/A5009328380","https://openalex.org/A5060582766"],"corresponding_institution_ids":[],"apc_list":{"value":2980,"currency":"USD","value_usd":2980},"apc_paid":{"value":2980,"currency":"USD","value_usd":2980},"fwci":2.5836,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.91191909,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"118","issue":null,"first_page":"103783","last_page":"103783"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9997000098228455,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9997000098228455,"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/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/scalability","display_name":"Scalability","score":0.7019567489624023},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.6420055627822876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6395995616912842},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5454578399658203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4863329529762268},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.47508612275123596},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.43849635124206543},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4248162508010864},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.42394959926605225},{"id":"https://openalex.org/keywords/early-warning-score","display_name":"Early warning score","score":0.4234354496002197},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39451849460601807},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35263293981552124},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.25107720494270325},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.23969867825508118},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.14917367696762085},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13180914521217346}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7019567489624023},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.6420055627822876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6395995616912842},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5454578399658203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4863329529762268},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.47508612275123596},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.43849635124206543},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4248162508010864},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.42394959926605225},{"id":"https://openalex.org/C2777671062","wikidata":"https://www.wikidata.org/wiki/Q6889402","display_name":"Early warning score","level":2,"score":0.4234354496002197},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39451849460601807},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35263293981552124},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.25107720494270325},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.23969867825508118},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.14917367696762085},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13180914521217346},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","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":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.jbi.2021.103783","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jbi.2021.103783","pdf_url":null,"source":{"id":"https://openalex.org/S11622463","display_name":"Journal of Biomedical Informatics","issn_l":"1532-0464","issn":["1532-0464","1532-0480"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"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":"Journal of Biomedical Informatics","raw_type":"journal-article"},{"id":"pmid:33887456","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33887456","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":"Journal of biomedical informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.1016/j.jbi.2021.103783","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jbi.2021.103783","pdf_url":null,"source":{"id":"https://openalex.org/S11622463","display_name":"Journal of Biomedical Informatics","issn_l":"1532-0464","issn":["1532-0464","1532-0480"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"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":"Journal of Biomedical Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.4099999964237213}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323715","display_name":"Ruhr-Universit\u00e4t Bochum","ror":"https://ror.org/04tsk2644"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W2026274122","https://openalex.org/W2081033553","https://openalex.org/W2127116310","https://openalex.org/W2146958003","https://openalex.org/W2276530525","https://openalex.org/W2280404143","https://openalex.org/W2282821441","https://openalex.org/W2309633322","https://openalex.org/W2329804396","https://openalex.org/W2336678555","https://openalex.org/W2395172628","https://openalex.org/W2406656357","https://openalex.org/W2523834880","https://openalex.org/W2624430479","https://openalex.org/W2759850233","https://openalex.org/W2767402345","https://openalex.org/W2776803885","https://openalex.org/W2781246281","https://openalex.org/W2784499877","https://openalex.org/W2786635213","https://openalex.org/W2885408863","https://openalex.org/W2896457183","https://openalex.org/W2905810301","https://openalex.org/W2905983446","https://openalex.org/W2934399013","https://openalex.org/W2950784811","https://openalex.org/W2963403868","https://openalex.org/W2964696298","https://openalex.org/W2981115805","https://openalex.org/W2997867075","https://openalex.org/W3013443134","https://openalex.org/W3089319258","https://openalex.org/W3098949126","https://openalex.org/W4243865866","https://openalex.org/W4385245566","https://openalex.org/W6702248584","https://openalex.org/W6713415126","https://openalex.org/W6739901393","https://openalex.org/W6763367618","https://openalex.org/W6769137736"],"related_works":["https://openalex.org/W4295938515","https://openalex.org/W2363232914","https://openalex.org/W2133236766","https://openalex.org/W2354695919","https://openalex.org/W2770006511","https://openalex.org/W4223515551","https://openalex.org/W2784275068","https://openalex.org/W2133444848","https://openalex.org/W2127428167","https://openalex.org/W3173253237"],"abstract_inverted_index":{"Our":[0],"study":[1],"describes":[2],"a":[3,14],"method":[4],"to":[5],"develop":[6],"and":[7],"deploy":[8],"clinical":[9],"risk":[10,23],"prediction":[11,24],"models":[12,25],"in":[13],"scalable":[15],"way.":[16],"We":[17],"demonstrate":[18],"its":[19],"feasibility":[20],"by":[21],"developing":[22],"for":[26],"three":[27],"diseases":[28],"across":[29],"four":[30],"hospitals.":[31]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}