{"id":"https://openalex.org/W2781929058","doi":"https://doi.org/10.1109/jproc.2017.2789319","title":"Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach","display_name":"Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach","publication_year":2018,"publication_date":"2018-02-06","ids":{"openalex":"https://openalex.org/W2781929058","doi":"https://doi.org/10.1109/jproc.2017.2789319","mag":"2781929058","pmid":"https://pubmed.ncbi.nlm.nih.gov/30886441"},"language":"en","primary_location":{"id":"doi:10.1109/jproc.2017.2789319","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jproc.2017.2789319","pdf_url":null,"source":{"id":"https://openalex.org/S68686220","display_name":"Proceedings of the IEEE","issn_l":"0018-9219","issn":["0018-9219","1558-2256"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1801.01204","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071741898","display_name":"Theodora S. Brisimi","orcid":"https://orcid.org/0000-0002-0985-6433"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I1286490081","display_name":"Boston Medical Center","ror":"https://ror.org/010b9wj87","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1286490081"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theodora S. Brisimi","raw_affiliation_strings":["Boston Medical Center, 850 Harrison Avenue 5th Floor, Boston, MA 02118","Center for Information and Systems Engineering, Boston University, Boston, MA 02215 USA","Department of Electrical and Computer Eng., Division of Systems Eng., and Dept. of Biomedical Eng., Boston University, 8 St. Mary's St., Boston, MA 02215, yannisp@bu.edu, http://sites.bu.edu/paschalidis/","Center for Information and Systems Engineering, Boston University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-0985-6433","affiliations":[{"raw_affiliation_string":"Boston Medical Center, 850 Harrison Avenue 5th Floor, Boston, MA 02118","institution_ids":["https://openalex.org/I1286490081"]},{"raw_affiliation_string":"Center for Information and Systems Engineering, Boston University, Boston, MA 02215 USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Electrical and Computer Eng., Division of Systems Eng., and Dept. of Biomedical Eng., Boston University, 8 St. Mary's St., Boston, MA 02215, yannisp@bu.edu, http://sites.bu.edu/paschalidis/","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Center for Information and Systems Engineering, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062549428","display_name":"Tingting Xu","orcid":"https://orcid.org/0000-0002-5043-737X"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I1286490081","display_name":"Boston Medical Center","ror":"https://ror.org/010b9wj87","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1286490081"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tingting Xu","raw_affiliation_strings":["Boston Medical Center, 850 Harrison Avenue 5th Floor, Boston, MA 02118","Center for Information and Systems Engineering, Boston University, Boston, MA 02215 USA","Department of Electrical and Computer Eng., Division of Systems Eng., and Dept. of Biomedical Eng., Boston University, 8 St. Mary's St., Boston, MA 02215, yannisp@bu.edu, http://sites.bu.edu/paschalidis/","Center for Information and Systems Engineering, Boston University, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Boston Medical Center, 850 Harrison Avenue 5th Floor, Boston, MA 02118","institution_ids":["https://openalex.org/I1286490081"]},{"raw_affiliation_string":"Center for Information and Systems Engineering, Boston University, Boston, MA 02215 USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Electrical and Computer Eng., Division of Systems Eng., and Dept. of Biomedical Eng., Boston University, 8 St. Mary's St., Boston, MA 02215, yannisp@bu.edu, http://sites.bu.edu/paschalidis/","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Center for Information and Systems Engineering, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079197814","display_name":"Taiyao Wang","orcid":"https://orcid.org/0000-0002-0331-3892"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I1286490081","display_name":"Boston Medical Center","ror":"https://ror.org/010b9wj87","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1286490081"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taiyao Wang","raw_affiliation_strings":["Boston Medical Center, 850 Harrison Avenue 5th Floor, Boston, MA 02118","Center for Information and Systems Engineering, Boston University, Boston, MA 02215 USA","Department of Electrical and Computer Eng., Division of Systems Eng., and Dept. of Biomedical Eng., Boston University, 8 St. Mary's St., Boston, MA 02215, yannisp@bu.edu, http://sites.bu.edu/paschalidis/","Center for Information and Systems Engineering, Boston University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-0331-3892","affiliations":[{"raw_affiliation_string":"Boston Medical Center, 850 Harrison Avenue 5th Floor, Boston, MA 02118","institution_ids":["https://openalex.org/I1286490081"]},{"raw_affiliation_string":"Center for Information and Systems Engineering, Boston University, Boston, MA 02215 USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Electrical and Computer Eng., Division of Systems Eng., and Dept. of Biomedical Eng., Boston University, 8 St. Mary's St., Boston, MA 02215, yannisp@bu.edu, http://sites.bu.edu/paschalidis/","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Center for Information and Systems Engineering, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033349502","display_name":"Wuyang Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wuyang Dai","raw_affiliation_strings":["Center for Information and Systems Engineering, Boston University, Boston, MA 02215 USA","Adobe Inc, San Jose, CA USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Information and Systems Engineering, Boston University, Boston, MA 02215 USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Adobe Inc, San Jose, CA USA","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058583723","display_name":"William G. Adams","orcid":"https://orcid.org/0000-0002-5330-0010"},"institutions":[{"id":"https://openalex.org/I1286490081","display_name":"Boston Medical Center","ror":"https://ror.org/010b9wj87","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1286490081"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William G. Adams","raw_affiliation_strings":["Boston Medical Center, 850 Harrison Avenue 5th Floor, Boston, MA 02118","Boston Medical Center, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5330-0010","affiliations":[{"raw_affiliation_string":"Boston Medical Center, 850 Harrison Avenue 5th Floor, Boston, MA 02118","institution_ids":["https://openalex.org/I1286490081"]},{"raw_affiliation_string":"Boston Medical Center, Boston, MA, USA","institution_ids":["https://openalex.org/I1286490081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075696701","display_name":"Ioannis Ch. Paschalidis","orcid":"https://orcid.org/0000-0002-3343-2913"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ioannis Ch. Paschalidis","raw_affiliation_strings":["Department of Electrical and Computer Eng., Division of Systems Eng., and Dept. of Biomedical Eng., Boston University, 8 St. Mary's St., Boston, MA 02215, yannisp@bu.edu, http://sites.bu.edu/paschalidis/","Department of Electrical and Computer Engineering, Division of Systems Engineering,, and Department of Biomedical Engineering, Boston University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3343-2913","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Eng., Division of Systems Eng., and Dept. of Biomedical Eng., Boston University, 8 St. Mary's St., Boston, MA 02215, yannisp@bu.edu, http://sites.bu.edu/paschalidis/","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Division of Systems Engineering,, and Department of Biomedical Engineering, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4952,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86381357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"106","issue":"4","first_page":"690","last_page":"707"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9908000230789185,"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":0.9908000230789185,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.829679548740387},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6866222620010376},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.684977114200592},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6695636510848999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5993781685829163},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5622926950454712},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5601487755775452},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.546299934387207},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.4797888398170471},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.4794694185256958},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.42796069383621216},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38471436500549316},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3245968222618103},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.19637173414230347}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.829679548740387},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6866222620010376},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.684977114200592},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6695636510848999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5993781685829163},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5622926950454712},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5601487755775452},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.546299934387207},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.4797888398170471},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.4794694185256958},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.42796069383621216},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38471436500549316},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3245968222618103},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.19637173414230347},{"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/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1109/jproc.2017.2789319","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jproc.2017.2789319","pdf_url":null,"source":{"id":"https://openalex.org/S68686220","display_name":"Proceedings of the IEEE","issn_l":"0018-9219","issn":["0018-9219","1558-2256"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE","raw_type":"journal-article"},{"id":"pmid:30886441","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30886441","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":"Proceedings of the IEEE. Institute of Electrical and Electronics Engineers","raw_type":null},{"id":"pmh:oai:arXiv.org:1801.01204","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.01204","pdf_url":"https://arxiv.org/pdf/1801.01204","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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"},{"id":"mag:2781929058","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1801.01204","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:europepmc.org:5424240","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6419763","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"},{"id":"pmh:oai:open.bu.edu:2144/29593","is_oa":false,"landing_page_url":"https://hdl.handle.net/2144/29593","pdf_url":null,"source":{"id":"https://openalex.org/S4306402384","display_name":"OpenBU (Boston University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I111088046","host_organization_name":"Boston University","host_organization_lineage":["https://openalex.org/I111088046"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"doi:10.48550/arxiv.1801.01204","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1801.01204","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1801.01204","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.01204","pdf_url":"https://arxiv.org/pdf/1801.01204","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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"},"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G2111622434","display_name":null,"funder_award_id":"CNS-1645681","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4239006199","display_name":null,"funder_award_id":"1UL1TR001430","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G477853788","display_name":null,"funder_award_id":"UL1 TR001430","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G5031208370","display_name":null,"funder_award_id":"W911NF-12-1-0390","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G5821627941","display_name":null,"funder_award_id":"IIS-1237022","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6965930612","display_name":null,"funder_award_id":"IIS-1724990","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G748954555","display_name":null,"funder_award_id":"R01 GM093147","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G8583621603","display_name":null,"funder_award_id":"R01 GM135930","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G960070933","display_name":null,"funder_award_id":"CCF-1527292","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309565","display_name":"Boston University","ror":"https://ror.org/05qwgg493"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1563088657","https://openalex.org/W1991669891","https://openalex.org/W1996796871","https://openalex.org/W2005519248","https://openalex.org/W2014226385","https://openalex.org/W2014915963","https://openalex.org/W2037803098","https://openalex.org/W2055522016","https://openalex.org/W2062032395","https://openalex.org/W2074185344","https://openalex.org/W2091666106","https://openalex.org/W2103069675","https://openalex.org/W2121567258","https://openalex.org/W2130647897","https://openalex.org/W2148092884","https://openalex.org/W2152742787","https://openalex.org/W2153080225","https://openalex.org/W2156909104","https://openalex.org/W2249513691","https://openalex.org/W2340767747","https://openalex.org/W2570850240","https://openalex.org/W4239510810","https://openalex.org/W4248437541","https://openalex.org/W6603313109","https://openalex.org/W6603695008","https://openalex.org/W6676826717","https://openalex.org/W6680599301","https://openalex.org/W6683915439","https://openalex.org/W6691634833","https://openalex.org/W6702757247","https://openalex.org/W7001912067"],"related_works":["https://openalex.org/W2963989903","https://openalex.org/W2130647897","https://openalex.org/W2093496728","https://openalex.org/W2765874913","https://openalex.org/W2943215749","https://openalex.org/W3172328600","https://openalex.org/W3008157143","https://openalex.org/W2952630840","https://openalex.org/W3200198529","https://openalex.org/W2291716819","https://openalex.org/W2595687845","https://openalex.org/W3109732498","https://openalex.org/W2903824883","https://openalex.org/W2836893327","https://openalex.org/W2900298691","https://openalex.org/W2900794383","https://openalex.org/W2800167607","https://openalex.org/W3018390422","https://openalex.org/W2972116730","https://openalex.org/W3128513607"],"abstract_inverted_index":{"Urban":[0],"living":[1],"in":[2,59,111,173],"modern":[3],"large":[4,160],"cities":[5],"has":[6],"significant":[7],"adverse":[8],"effects":[9],"on":[10,21,48,159],"health,":[11],"increasing":[12],"the":[13,22,49,67,106,152,164,168],"risk":[14],"of":[15,26,79,105],"several":[16],"chronic":[17,27],"diseases.":[18],"We":[19,44,65,146,155],"focus":[20],"two":[23,117],"leading":[24],"clusters":[25,139],"diseases,":[28],"heart":[29],"disease":[30],"and":[31,33,54,75,85,94,103,127,131,140],"diabetes,":[32],"develop":[34,147],"data-driven":[35],"methods":[36],"to":[37,41,143],"predict":[38],"hospitalizations":[39],"due":[40],"these":[42,46],"conditions.":[43],"base":[45],"predictions":[47],"patients'":[50],"medical":[51,113],"history,":[52],"recent":[53],"more":[55],"distant,":[56],"as":[57,70],"described":[58],"their":[60],"Electronic":[61],"Health":[62],"Records":[63],"(EHRs).":[64],"formulate":[66],"prediction":[68],"problem":[69,74],"a":[71,77,99,112,122,128],"binary":[72],"classification":[73],"consider":[76],"variety":[78],"machine":[80],"learning":[81],"methods,":[82],"including":[83],"kernelized":[84],"sparse":[86,91],"Support":[87],"Vector":[88],"Machines":[89],"(SVMs),":[90],"logistic":[92],"regression,":[93],"random":[95],"forests.":[96],"To":[97],"strike":[98],"balance":[100],"between":[101],"accuracy":[102],"interpretability":[104],"prediction,":[107],"which":[108,135],"is":[109],"important":[110],"setting,":[114],"we":[115],"propose":[116],"novel":[118],"methods:":[119],"K":[120],"-LRT,":[121],"likelihood":[123],"ratio":[124],"test-based":[125],"method,":[126],"Joint":[129],"Clustering":[130],"Classification":[132],"(JCC)":[133],"method":[134],"identifies":[136],"hidden":[137],"patient":[138],"adapts":[141],"classifiers":[142],"each":[144],"cluster.":[145],"theoretical":[148],"out-of-sample":[149],"guarantees":[150],"for":[151],"latter":[153],"method.":[154],"validate":[156],"our":[157],"algorithms":[158],"data":[161],"sets":[162],"from":[163],"Boston":[165],"Medical":[166],"Center,":[167],"largest":[169],"safety-net":[170],"hospital":[171],"system":[172],"New":[174],"England.":[175]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
