{"id":"https://openalex.org/W2792604504","doi":"https://doi.org/10.1016/j.jbi.2018.03.001","title":"Development of an automated phenotyping algorithm for hepatorenal syndrome","display_name":"Development of an automated phenotyping algorithm for hepatorenal syndrome","publication_year":2018,"publication_date":"2018-03-09","ids":{"openalex":"https://openalex.org/W2792604504","doi":"https://doi.org/10.1016/j.jbi.2018.03.001","mag":"2792604504","pmid":"https://pubmed.ncbi.nlm.nih.gov/29530803"},"language":"en","primary_location":{"id":"doi:10.1016/j.jbi.2018.03.001","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jbi.2018.03.001","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":null,"license_id":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010573386","display_name":"Jejo Koola","orcid":"https://orcid.org/0000-0001-5171-8475"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]},{"id":"https://openalex.org/I4210110523","display_name":"Geriatric Research Education and Clinical Center","ror":"https://ror.org/01nh3sx96","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210110523","https://openalex.org/I4210133905","https://openalex.org/I4210147340"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jejo D. Koola","raw_affiliation_strings":["Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA; Division of Biomedical Informatics, Department of Medicine, University of California, San Diego, CA, USA; Division of Hospital Medicine, Department of Medicine, University of California, San Diego, CA, USA. Electronic address: jkoola@ucsd.edu","Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA","Division of Hospital Medicine, Department of Medicine, University of California, San Diego, CA, USA","Division of Biomedical Informatics, Department of Medicine, University of California, San Diego, CA, USA"],"affiliations":[{"raw_affiliation_string":"Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA; Division of Biomedical Informatics, Department of Medicine, University of California, San Diego, CA, USA; Division of Hospital Medicine, Department of Medicine, University of California, San Diego, CA, USA. Electronic address: jkoola@ucsd.edu","institution_ids":["https://openalex.org/I4210110523"]},{"raw_affiliation_string":"Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I4210110523"]},{"raw_affiliation_string":"Division of Hospital Medicine, Department of Medicine, University of California, San Diego, CA, USA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"Division of Biomedical Informatics, Department of Medicine, University of California, San Diego, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063516544","display_name":"Sharon E. Davis","orcid":"https://orcid.org/0000-0003-0792-8867"},"institutions":[{"id":"https://openalex.org/I4210101790","display_name":"VA Tennessee Valley Healthcare System","ror":"https://ror.org/01c9rqr26","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210101790","https://openalex.org/I4210112672"]},{"id":"https://openalex.org/I4210110523","display_name":"Geriatric Research Education and Clinical Center","ror":"https://ror.org/01nh3sx96","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210110523","https://openalex.org/I4210133905","https://openalex.org/I4210147340"]},{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sharon E. Davis","raw_affiliation_strings":["Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA; Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA","Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA","Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA; Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I4210101790","https://openalex.org/I901861585"]},{"raw_affiliation_string":"Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I4210110523"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050397553","display_name":"Omar Al-Nimri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107577","display_name":"Oregon Clinic","ror":"https://ror.org/01eadrh05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210107577"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omar Al-Nimri","raw_affiliation_strings":["Northwest Renal Clinic, Portland, OR, USA"],"affiliations":[{"raw_affiliation_string":"Northwest Renal Clinic, Portland, OR, USA","institution_ids":["https://openalex.org/I4210107577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060327283","display_name":"Sharidan K. Parr","orcid":"https://orcid.org/0000-0002-4596-3818"},"institutions":[{"id":"https://openalex.org/I4210101790","display_name":"VA Tennessee Valley Healthcare System","ror":"https://ror.org/01c9rqr26","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210101790","https://openalex.org/I4210112672"]},{"id":"https://openalex.org/I4210110523","display_name":"Geriatric Research Education and Clinical Center","ror":"https://ror.org/01nh3sx96","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210110523","https://openalex.org/I4210133905","https://openalex.org/I4210147340"]},{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sharidan K. Parr","raw_affiliation_strings":["Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA; Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA","Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA","Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA; Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I4210101790","https://openalex.org/I901861585"]},{"raw_affiliation_string":"Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I4210110523"]},{"raw_affiliation_string":"Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029954233","display_name":"Daniel Fabbri","orcid":"https://orcid.org/0000-0003-0530-2510"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]},{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Fabbri","raw_affiliation_strings":["Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, USA","Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, USA","Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090647314","display_name":"Bradley Malin","orcid":"https://orcid.org/0000-0003-3040-5175"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]},{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradley A. Malin","raw_affiliation_strings":["Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, USA","Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA","Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA","Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074446717","display_name":"Samuel B. Ho","orcid":"https://orcid.org/0000-0001-6730-6512"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]},{"id":"https://openalex.org/I4210099595","display_name":"VA San Diego Healthcare System","ror":"https://ror.org/00znqwq11","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210099595","https://openalex.org/I4210138663"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel B. Ho","raw_affiliation_strings":["VA San Diego Healthcare System, San Diego, CA, USA; Division of Gastroenterology, Department of Medicine, University of California, San Diego, CA, USA","VA San Diego Healthcare System, San Diego, CA, USA","Division of Gastroenterology, Department of Medicine, University of California, San Diego, CA, USA"],"affiliations":[{"raw_affiliation_string":"VA San Diego Healthcare System, San Diego, CA, USA; Division of Gastroenterology, Department of Medicine, University of California, San Diego, CA, USA","institution_ids":["https://openalex.org/I4210099595"]},{"raw_affiliation_string":"VA San Diego Healthcare System, San Diego, CA, USA","institution_ids":["https://openalex.org/I4210099595"]},{"raw_affiliation_string":"Division of Gastroenterology, Department of Medicine, University of California, San Diego, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011689338","display_name":"Michael E. Matheny","orcid":"https://orcid.org/0000-0003-3217-4147"},"institutions":[{"id":"https://openalex.org/I4210110523","display_name":"Geriatric Research Education and Clinical Center","ror":"https://ror.org/01nh3sx96","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210110523","https://openalex.org/I4210133905","https://openalex.org/I4210147340"]},{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael E. Matheny","raw_affiliation_strings":["Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA; Division of General Internal Medicine and Public Health, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA","Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA","Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA","Division of General Internal Medicine and Public Health, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA","Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA; Division of General Internal Medicine and Public Health, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Division of General Internal Medicine and Public Health, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Geriatric Research Education and Clinical Center (GRECC), Tennessee Valley Healthcare System Veterans Administration Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I4210110523"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5010573386"],"corresponding_institution_ids":["https://openalex.org/I36258959","https://openalex.org/I4210110523"],"apc_list":{"value":2980,"currency":"USD","value_usd":2980},"apc_paid":null,"fwci":3.0821,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.91656008,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"80","issue":null,"first_page":"87","last_page":"95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9994000196456909,"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/T10337","display_name":"Liver Disease and Transplantation","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2721","display_name":"Hepatology"},"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/T10151","display_name":"Hepatitis C virus research","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2721","display_name":"Hepatology"},"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/random-forest","display_name":"Random forest","score":0.6677706241607666},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6097232103347778},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.6096819043159485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5853080749511719},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5832675695419312},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5671190023422241},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5284390449523926},{"id":"https://openalex.org/keywords/hepatorenal-syndrome","display_name":"Hepatorenal syndrome","score":0.5262540578842163},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5177530646324158},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.497927188873291},{"id":"https://openalex.org/keywords/electronic-health-record","display_name":"Electronic health record","score":0.48024752736091614},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4736137092113495},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4371316432952881},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4206588864326477},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34820932149887085},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2660502791404724},{"id":"https://openalex.org/keywords/cirrhosis","display_name":"Cirrhosis","score":0.167760968208313}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6677706241607666},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6097232103347778},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.6096819043159485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5853080749511719},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5832675695419312},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5671190023422241},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5284390449523926},{"id":"https://openalex.org/C2776988256","wikidata":"https://www.wikidata.org/wiki/Q247131","display_name":"Hepatorenal syndrome","level":3,"score":0.5262540578842163},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5177530646324158},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.497927188873291},{"id":"https://openalex.org/C3020144179","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic health record","level":3,"score":0.48024752736091614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4736137092113495},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4371316432952881},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4206588864326477},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34820932149887085},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2660502791404724},{"id":"https://openalex.org/C2777214474","wikidata":"https://www.wikidata.org/wiki/Q147778","display_name":"Cirrhosis","level":2,"score":0.167760968208313},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D006530","descriptor_name":"Hepatorenal Syndrome","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006530","descriptor_name":"Hepatorenal Syndrome","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006530","descriptor_name":"Hepatorenal Syndrome","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006530","descriptor_name":"Hepatorenal Syndrome","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D006530","descriptor_name":"Hepatorenal Syndrome","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D006530","descriptor_name":"Hepatorenal Syndrome","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D006530","descriptor_name":"Hepatorenal Syndrome","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D006530","descriptor_name":"Hepatorenal Syndrome","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D006530","descriptor_name":"Hepatorenal Syndrome","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"D008103","descriptor_name":"Liver Cirrhosis","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D008103","descriptor_name":"Liver Cirrhosis","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D008103","descriptor_name":"Liver Cirrhosis","qualifier_ui":"Q000150","qualifier_name":"complications","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":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","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":"D016017","descriptor_name":"Odds Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016017","descriptor_name":"Odds Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016017","descriptor_name":"Odds Ratio","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":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","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":false},{"descriptor_ui":"D058186","descriptor_name":"Acute Kidney Injury","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058186","descriptor_name":"Acute Kidney Injury","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058186","descriptor_name":"Acute Kidney Injury","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1016/j.jbi.2018.03.001","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jbi.2018.03.001","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Biomedical Informatics","raw_type":"journal-article"},{"id":"pmid:29530803","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29530803","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},{"id":"pmh:oai:escholarship.org:ark:/13030/qt9jp8x16p","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/9jp8x16p","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5422341","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5920557","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":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5899999737739563}],"awards":[{"id":"https://openalex.org/G1585835984","display_name":null,"funder_award_id":"13-052","funder_id":"https://openalex.org/F4320309610","funder_display_name":"Health Services Research and Development"},{"id":"https://openalex.org/G1730842257","display_name":null,"funder_award_id":"UL1 TR000445","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G1982547655","display_name":null,"funder_award_id":"IIR 13-052","funder_id":"https://openalex.org/F4320309610","funder_display_name":"Health Services Research and Development"},{"id":"https://openalex.org/G3108595623","display_name":null,"funder_award_id":"IIS1418504","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4214283131","display_name":null,"funder_award_id":"IIR 11-292","funder_id":"https://openalex.org/F4320309610","funder_display_name":"Health Services Research and Development"},{"id":"https://openalex.org/G5036114555","display_name":null,"funder_award_id":"5T15LM007450","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309151","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34"},{"id":"https://openalex.org/F4320309610","display_name":"Health Services Research and Development","ror":"https://ror.org/05rsv9s98"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320333312","display_name":"Office of Academic Affiliations, Department of Veterans Affairs","ror":null},{"id":"https://openalex.org/F4320337357","display_name":"National Institute of Diabetes and Digestive and Kidney Diseases","ror":"https://ror.org/00adh9b73"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":106,"referenced_works":["https://openalex.org/W16215465","https://openalex.org/W49934205","https://openalex.org/W120776583","https://openalex.org/W130850236","https://openalex.org/W138083078","https://openalex.org/W168564468","https://openalex.org/W271409215","https://openalex.org/W1139554528","https://openalex.org/W1228830179","https://openalex.org/W1550258693","https://openalex.org/W1567726016","https://openalex.org/W1592076897","https://openalex.org/W1612003148","https://openalex.org/W1730404227","https://openalex.org/W1759667598","https://openalex.org/W1779612606","https://openalex.org/W1808652302","https://openalex.org/W1844110723","https://openalex.org/W1849729440","https://openalex.org/W1863941812","https://openalex.org/W1871067837","https://openalex.org/W1899691766","https://openalex.org/W1932165177","https://openalex.org/W1964878535","https://openalex.org/W1990415750","https://openalex.org/W1992177436","https://openalex.org/W1994373518","https://openalex.org/W2011199481","https://openalex.org/W2015991684","https://openalex.org/W2017947777","https://openalex.org/W2025428542","https://openalex.org/W2027867013","https://openalex.org/W2029788707","https://openalex.org/W2032310250","https://openalex.org/W2050034771","https://openalex.org/W2051278614","https://openalex.org/W2057678261","https://openalex.org/W2071949631","https://openalex.org/W2072640685","https://openalex.org/W2079748214","https://openalex.org/W2098620454","https://openalex.org/W2098863352","https://openalex.org/W2099119910","https://openalex.org/W2101086247","https://openalex.org/W2104802633","https://openalex.org/W2105637130","https://openalex.org/W2108128920","https://openalex.org/W2108321458","https://openalex.org/W2110667662","https://openalex.org/W2111820868","https://openalex.org/W2113711610","https://openalex.org/W2117674153","https://openalex.org/W2119910794","https://openalex.org/W2121382432","https://openalex.org/W2121628382","https://openalex.org/W2125031621","https://openalex.org/W2131744502","https://openalex.org/W2132949918","https://openalex.org/W2135046866","https://openalex.org/W2136034922","https://openalex.org/W2146081758","https://openalex.org/W2146089916","https://openalex.org/W2147372056","https://openalex.org/W2151068025","https://openalex.org/W2152418238","https://openalex.org/W2158139315","https://openalex.org/W2170654002","https://openalex.org/W2182719661","https://openalex.org/W2208437477","https://openalex.org/W2214600008","https://openalex.org/W2317648909","https://openalex.org/W2337688125","https://openalex.org/W2367952659","https://openalex.org/W2435251607","https://openalex.org/W2467651252","https://openalex.org/W2475389043","https://openalex.org/W2520392019","https://openalex.org/W2559655401","https://openalex.org/W2590462354","https://openalex.org/W2625967121","https://openalex.org/W2733628661","https://openalex.org/W2755609254","https://openalex.org/W2800716056","https://openalex.org/W4205976114","https://openalex.org/W4210990778","https://openalex.org/W4211260107","https://openalex.org/W6600688522","https://openalex.org/W6602039197","https://openalex.org/W6605550364","https://openalex.org/W6609943371","https://openalex.org/W6627319365","https://openalex.org/W6630825328","https://openalex.org/W6632766574","https://openalex.org/W6634104947","https://openalex.org/W6636440780","https://openalex.org/W6637570865","https://openalex.org/W6637887375","https://openalex.org/W6638677654","https://openalex.org/W6639245352","https://openalex.org/W6654410592","https://openalex.org/W6675730147","https://openalex.org/W6678885109","https://openalex.org/W6679775712","https://openalex.org/W6682211566","https://openalex.org/W6683557909","https://openalex.org/W6685079732"],"related_works":["https://openalex.org/W2417028773","https://openalex.org/W2019256041","https://openalex.org/W2075681013","https://openalex.org/W3080396563","https://openalex.org/W2065074119","https://openalex.org/W168043469","https://openalex.org/W3093253360","https://openalex.org/W2101819398","https://openalex.org/W2387836506","https://openalex.org/W2362070832"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}