{"id":"https://openalex.org/W4399354736","doi":"https://doi.org/10.1038/s41746-024-01132-6","title":"Deployment and validation of the CLL treatment infection model adjoined to an EHR system","display_name":"Deployment and validation of the CLL treatment infection model adjoined to an EHR system","publication_year":2024,"publication_date":"2024-06-05","ids":{"openalex":"https://openalex.org/W4399354736","doi":"https://doi.org/10.1038/s41746-024-01132-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/38839920"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-024-01132-6","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-024-01132-6","pdf_url":"https://www.nature.com/articles/s41746-024-01132-6.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/s41746-024-01132-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041169012","display_name":"Rudi Agius","orcid":null},"institutions":[{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802709434","display_name":"Rigshospitalet","ror":"https://ror.org/03mchdq19","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020","https://openalex.org/I2802709434","https://openalex.org/I4210145385"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Rudi Agius","raw_affiliation_strings":["Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2802567020","https://openalex.org/I2802709434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065077870","display_name":"Anders C. Riis-Jensen","orcid":"https://orcid.org/0000-0002-4914-5820"},"institutions":[{"id":"https://openalex.org/I4210145385","display_name":"Capital Region of Denmark","ror":"https://ror.org/049qz7x77","country_code":"DK","type":"government","lineage":["https://openalex.org/I4210145385"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Anders C. Riis-Jensen","raw_affiliation_strings":["SP Sundhedsdata, The Data Unit, Capital Region of Denmark, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"SP Sundhedsdata, The Data Unit, Capital Region of Denmark, Copenhagen, Denmark","institution_ids":["https://openalex.org/I4210145385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013570042","display_name":"Bettina Wimmer","orcid":"https://orcid.org/0009-0002-7229-950X"},"institutions":[{"id":"https://openalex.org/I4210145385","display_name":"Capital Region of Denmark","ror":"https://ror.org/049qz7x77","country_code":"DK","type":"government","lineage":["https://openalex.org/I4210145385"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Bettina Wimmer","raw_affiliation_strings":["SP Sundhedsdata, The Data Unit, Capital Region of Denmark, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"SP Sundhedsdata, The Data Unit, Capital Region of Denmark, Copenhagen, Denmark","institution_ids":["https://openalex.org/I4210145385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011876375","display_name":"Caspar da Cunha\u2010Bang","orcid":"https://orcid.org/0000-0002-7800-3098"},"institutions":[{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802709434","display_name":"Rigshospitalet","ror":"https://ror.org/03mchdq19","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020","https://openalex.org/I2802709434","https://openalex.org/I4210145385"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Caspar da Cunha-Bang","raw_affiliation_strings":["Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2802567020","https://openalex.org/I2802709434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082050898","display_name":"Daniel D. Murray","orcid":"https://orcid.org/0000-0001-8501-8661"},"institutions":[{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802709434","display_name":"Rigshospitalet","ror":"https://ror.org/03mchdq19","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020","https://openalex.org/I2802709434","https://openalex.org/I4210145385"]},{"id":"https://openalex.org/I4210160921","display_name":"Centre of Excellence for Health, Immunity and Infections","ror":"https://ror.org/05p017741","country_code":"DK","type":"other","lineage":["https://openalex.org/I4210160921"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Daniel Dawson Murray","raw_affiliation_strings":["Center of Excellence for Health, Immunity, and Infections (CHIP), Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Center of Excellence for Health, Immunity, and Infections (CHIP), Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark","institution_ids":["https://openalex.org/I4210160921","https://openalex.org/I2802709434","https://openalex.org/I2802567020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055309337","display_name":"Christian Bj\u00f8rn Poulsen","orcid":"https://orcid.org/0000-0001-9785-1378"},"institutions":[{"id":"https://openalex.org/I4210087803","display_name":"Zealand University Hospital","ror":"https://ror.org/00363z010","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2799668677","https://openalex.org/I2802567020","https://openalex.org/I4210087803"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Christian Bjorn Poulsen","raw_affiliation_strings":["Department of Hematology, Zealand University Hospital, Roskilde, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Hematology, Zealand University Hospital, Roskilde, Denmark","institution_ids":["https://openalex.org/I4210087803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092818839","display_name":"Marianne B. Bertelsen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145385","display_name":"Capital Region of Denmark","ror":"https://ror.org/049qz7x77","country_code":"DK","type":"government","lineage":["https://openalex.org/I4210145385"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Marianne B. Bertelsen","raw_affiliation_strings":["SP Sundhedsdata, The Data Unit, Capital Region of Denmark, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"SP Sundhedsdata, The Data Unit, Capital Region of Denmark, Copenhagen, Denmark","institution_ids":["https://openalex.org/I4210145385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111032908","display_name":"Berit Schwartz","orcid":null},"institutions":[{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802709434","display_name":"Rigshospitalet","ror":"https://ror.org/03mchdq19","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020","https://openalex.org/I2802709434","https://openalex.org/I4210145385"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Berit Schwartz","raw_affiliation_strings":["Rigshospitalets Innoovationscenter, Copenhagen University Hospital Rigshopsitalet, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Rigshospitalets Innoovationscenter, Copenhagen University Hospital Rigshopsitalet, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2802567020","https://openalex.org/I2802709434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080120008","display_name":"Jens Lundgren","orcid":"https://orcid.org/0000-0001-8901-7850"},"institutions":[{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802709434","display_name":"Rigshospitalet","ror":"https://ror.org/03mchdq19","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020","https://openalex.org/I2802709434","https://openalex.org/I4210145385"]},{"id":"https://openalex.org/I4210160921","display_name":"Centre of Excellence for Health, Immunity and Infections","ror":"https://ror.org/05p017741","country_code":"DK","type":"other","lineage":["https://openalex.org/I4210160921"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jens Dilling Lundgren","raw_affiliation_strings":["Center of Excellence for Health, Immunity, and Infections (CHIP), Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Center of Excellence for Health, Immunity, and Infections (CHIP), Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark","institution_ids":["https://openalex.org/I4210160921","https://openalex.org/I2802709434","https://openalex.org/I2802567020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028276325","display_name":"Henning Langberg","orcid":"https://orcid.org/0000-0001-8454-6534"},"institutions":[{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]},{"id":"https://openalex.org/I2802709434","display_name":"Rigshospitalet","ror":"https://ror.org/03mchdq19","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020","https://openalex.org/I2802709434","https://openalex.org/I4210145385"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Henning Langberg","raw_affiliation_strings":["Rigshospitalets Innoovationscenter, Copenhagen University Hospital Rigshopsitalet, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Rigshospitalets Innoovationscenter, Copenhagen University Hospital Rigshopsitalet, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2802567020","https://openalex.org/I2802709434"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057884204","display_name":"Carsten Utoft Niemann","orcid":"https://orcid.org/0000-0001-9880-5242"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]},{"id":"https://openalex.org/I1339947260","display_name":"Steno Diabetes Centers","ror":"https://ror.org/03w7awk87","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I1339947260","https://openalex.org/I2802567020","https://openalex.org/I4210145385"]},{"id":"https://openalex.org/I2802567020","display_name":"Copenhagen University Hospital","ror":"https://ror.org/05bpbnx46","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Carsten Utoft Niemann","raw_affiliation_strings":["Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark. carsten.utoft.niemann@regionh.dk","Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. carsten.utoft.niemann@regionh.dk","Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark. carsten.utoft.niemann@regionh.dk","institution_ids":["https://openalex.org/I1339947260"]},{"raw_affiliation_string":"Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. carsten.utoft.niemann@regionh.dk","institution_ids":["https://openalex.org/I2802567020"]},{"raw_affiliation_string":"Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5057884204"],"corresponding_institution_ids":["https://openalex.org/I124055696","https://openalex.org/I1339947260","https://openalex.org/I2802567020"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":3.4584,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.92722663,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"7","issue":"1","first_page":"147","last_page":"147"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11157","display_name":"Chronic Lymphocytic Leukemia Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2716","display_name":"Genetics"},"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/T11157","display_name":"Chronic Lymphocytic Leukemia Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2716","display_name":"Genetics"},"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/T10185","display_name":"Lymphoma Diagnosis and Treatment","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic 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/T11725","display_name":"Immunodeficiency and Autoimmune Disorders","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7945260405540466},{"id":"https://openalex.org/keywords/model-validation","display_name":"Model validation","score":0.4589487314224243},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33849942684173584},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3367765545845032},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.171642005443573},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.15429261326789856}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7945260405540466},{"id":"https://openalex.org/C3019813237","wikidata":"https://www.wikidata.org/wiki/Q65089264","display_name":"Model validation","level":2,"score":0.4589487314224243},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33849942684173584},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3367765545845032},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.171642005443573},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.15429261326789856}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-024-01132-6","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-024-01132-6","pdf_url":"https://www.nature.com/articles/s41746-024-01132-6.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:38839920","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38839920","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:pubmedcentral.nih.gov:11153589","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11153589","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11153589/pdf/41746_2024_Article_1132.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:26a0ab71dbb944109353ae6a7c63a277","is_oa":true,"landing_page_url":"https://doaj.org/article/26a0ab71dbb944109353ae6a7c63a277","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 1-12 (2024)","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/66f8da7a-70f1-4284-8b48-3b8b206c26bb","is_oa":true,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/66f8da7a-70f1-4284-8b48-3b8b206c26bb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"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":"Agius , R , Riis-Jensen , A C , Wimmer , B , da Cunha-Bang , C , Murray , D D , Poulsen , C B , Bertelsen , M B , Schwartz , B , Lundgren , J D , Langberg , H & Niemann , C U 2024 , ' Deployment and validation of the CLL treatment infection model adjoined to an EHR system ' , npj Digital Medicine , vol. 7 , no. 1 , 147 . https://doi.org/10.1038/s41746-024-01132-6","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41746-024-01132-6","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-024-01132-6","pdf_url":"https://www.nature.com/articles/s41746-024-01132-6.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/G2393269714","display_name":null,"funder_award_id":"DNRF 126","funder_id":"https://openalex.org/F4320320943","funder_display_name":"Danmarks Grundforskningsfond"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320320943","display_name":"Danmarks Grundforskningsfond","ror":"https://ror.org/00znyv691"},{"id":"https://openalex.org/F4320322436","display_name":"Novo Nordisk","ror":"https://ror.org/0435rc536"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399354736.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2168118654","https://openalex.org/W2295598076","https://openalex.org/W2544982242","https://openalex.org/W2556967777","https://openalex.org/W2584185934","https://openalex.org/W2790385276","https://openalex.org/W2944774301","https://openalex.org/W2984963292","https://openalex.org/W2998886612","https://openalex.org/W3039095088","https://openalex.org/W3045674654","https://openalex.org/W3080627676","https://openalex.org/W3109609494","https://openalex.org/W3112990870","https://openalex.org/W3118929067","https://openalex.org/W3121368818","https://openalex.org/W3143784018","https://openalex.org/W3184831290","https://openalex.org/W3203927101","https://openalex.org/W3214546710","https://openalex.org/W4213117535","https://openalex.org/W4235474157","https://openalex.org/W4246581013","https://openalex.org/W4281681378","https://openalex.org/W4288421615","https://openalex.org/W4306916583","https://openalex.org/W4307539314","https://openalex.org/W4389918297"],"related_works":["https://openalex.org/W4391375266","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"],"abstract_inverted_index":{"Research":[0],"algorithms":[1,243],"are":[2],"seldom":[3],"externally":[4],"validated":[5],"or":[6],"integrated":[7],"into":[8,56,222,244],"clinical":[9,117,245],"practice,":[10],"leaving":[11],"unknown":[12],"challenges":[13,23],"in":[14,33,115,211],"deployment.":[15,79,181],"In":[16],"such":[17],"efforts,":[18],"one":[19],"needs":[20],"to":[21,25,101],"address":[22],"related":[24],"data":[26],"harmonization,":[27],"the":[28,47,69,87,110,133,185],"performance":[29],"of":[30,39,49,86,112,138,158,172,187],"an":[31,57,102,121,145],"algorithm":[32],"unforeseen":[34],"missingness,":[35,188],"automation":[36,219],"and":[37,41,59,73,131,189,200,220,240],"monitoring":[38,221],"predictions,":[40],"legal":[42],"frameworks.":[43],"We":[44],"here":[45],"describe":[46,83],"deployment":[48,66,85,210],"a":[50,77,97,116,154,204],"high-dimensional":[51],"data-driven":[52,123],"decision":[53],"support":[54],"model":[55,94,125],"EHR":[58,223],"derive":[60],"practical":[61],"guidelines":[62,234],"informed":[63],"by":[64],"this":[65,150],"that":[67,196,224],"includes":[68],"necessary":[70],"processes,":[71],"stakeholders":[72],"design":[74,194],"requirements":[75],"for":[76,149,174,206,216,235],"successful":[78],"For":[80],"this,":[81],"we":[82,152],"our":[84],"chronic":[88],"lymphocytic":[89],"leukemia":[90],"(CLL)":[91],"treatment":[92,141],"infection":[93,139],"(CLL-TIM)":[95],"as":[96,203,232],"stand-alone":[98],"platform":[99],"adjoined":[100],"EPIC-based":[103],"Danish":[104],"Electronic":[105],"Health":[106],"Record":[107],"(EHR),":[108],"with":[109,161,184],"presentation":[111],"personalized":[113],"predictions":[114,199],"context.":[118],"CLL-TIM":[119,176],"is":[120],"84-variable":[122],"prognostic":[124,207],"utilizing":[126],"7-year":[127],"medical":[128],"patient":[129],"records":[130],"predicts":[132],"2-year":[134],"risk":[135],"composite":[136],"outcome":[137],"and/or":[140],"post-CLL":[142],"diagnosis.":[143],"As":[144],"independent":[146],"validation":[147],"cohort":[148,157],"deployment,":[151,217],"used":[153,231],"retrospective":[155],"population-based":[156],"patients":[159],"diagnosed":[160],"CLL":[162],"from":[163],"2018":[164],"onwards":[165],"(n":[166],"=":[167],"1480).":[168],"Unexpectedly":[169],"high":[170],"levels":[171],"missingness":[173],"key":[175],"variables":[177],"were":[178,192],"exhibited":[179],"upon":[180],"High":[182],"dimensionality,":[183],"handling":[186],"predictive":[190],"confidence":[191],"critical":[193],"elements":[195],"enabled":[197],"trustworthy":[198],"thus":[201],"serves":[202],"priority":[205],"models":[208],"seeking":[209],"new":[212],"EHRs.":[213],"Our":[214],"setup":[215],"including":[218],"meets":[225],"Medical":[226],"Device":[227],"Regulations,":[228],"may":[229],"be":[230],"step-by-step":[233],"others":[236],"aiming":[237],"at":[238],"designing":[239],"deploying":[241],"research":[242],"practice.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
