{"id":"https://openalex.org/W2595687845","doi":"https://doi.org/10.1007/s10115-017-1038-0","title":"Effective sparse imputation of patient conditions in electronic medical records for emergency risk predictions","display_name":"Effective sparse imputation of patient conditions in electronic medical records for emergency risk predictions","publication_year":2017,"publication_date":"2017-03-18","ids":{"openalex":"https://openalex.org/W2595687845","doi":"https://doi.org/10.1007/s10115-017-1038-0","mag":"2595687845"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-017-1038-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-017-1038-0","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Effective_sparse_imputation_of_patient_conditions_in_electronic_medical_records_for_emergency_risk_predictions/20882926","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037997498","display_name":"Budhaditya Saha","orcid":"https://orcid.org/0000-0001-8011-6801"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Budhaditya Saha","raw_affiliation_strings":["Center for Pattern Recognition and Data Analytics (PRaDA), Deakin University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Center for Pattern Recognition and Data Analytics (PRaDA), Deakin University, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101472308","display_name":"Sunil Gupta","orcid":"https://orcid.org/0000-0002-3308-1930"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sunil Gupta","raw_affiliation_strings":["Center for Pattern Recognition and Data Analytics (PRaDA), Deakin University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Center for Pattern Recognition and Data Analytics (PRaDA), Deakin University, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036447132","display_name":"Dinh Phung","orcid":"https://orcid.org/0000-0002-9977-8247"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dinh Phung","raw_affiliation_strings":["Center for Pattern Recognition and Data Analytics (PRaDA), Deakin University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Center for Pattern Recognition and Data Analytics (PRaDA), Deakin University, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045540854","display_name":"Svetha Venkatesh","orcid":"https://orcid.org/0000-0001-8675-6631"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Svetha Venkatesh","raw_affiliation_strings":["Center for Pattern Recognition and Data Analytics (PRaDA), Deakin University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Center for Pattern Recognition and Data Analytics (PRaDA), Deakin University, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037997498"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.6235,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.76065367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"53","issue":"1","first_page":"179","last_page":"206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9998000264167786,"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":0.9998000264167786,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9955000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.6244058012962341},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44852346181869507},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.41059473156929016},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36385858058929443},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3080306649208069},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.25131165981292725},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18937918543815613},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1524324119091034}],"concepts":[{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.6244058012962341},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44852346181869507},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.41059473156929016},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36385858058929443},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3080306649208069},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.25131165981292725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18937918543815613},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1524324119091034}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10115-017-1038-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-017-1038-0","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30083421","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:figshare.com:article/20882926","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Effective_sparse_imputation_of_patient_conditions_in_electronic_medical_records_for_emergency_risk_predictions/20882926","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20882926","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Effective_sparse_imputation_of_patient_conditions_in_electronic_medical_records_for_emergency_risk_predictions/20882926","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320970","display_name":"Deakin University","ror":"https://ror.org/02czsnj07"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W807207105","https://openalex.org/W1494192010","https://openalex.org/W1969116741","https://openalex.org/W1969698720","https://openalex.org/W1975900269","https://openalex.org/W1983866540","https://openalex.org/W1995243833","https://openalex.org/W1998249118","https://openalex.org/W2004910511","https://openalex.org/W2012451988","https://openalex.org/W2042759724","https://openalex.org/W2068548513","https://openalex.org/W2103972604","https://openalex.org/W2114157572","https://openalex.org/W2121382432","https://openalex.org/W2130903752","https://openalex.org/W2137245235","https://openalex.org/W2143995004","https://openalex.org/W2146130798","https://openalex.org/W2164278908","https://openalex.org/W2165238043","https://openalex.org/W2401999504","https://openalex.org/W2404638125","https://openalex.org/W2611328865","https://openalex.org/W2952066970","https://openalex.org/W2963173886","https://openalex.org/W3103471119","https://openalex.org/W4292363360"],"related_works":["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/W2586801360","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}