{"id":"https://openalex.org/W4401666293","doi":"https://doi.org/10.1007/978-3-031-68309-1_20","title":"Collaborative Filtering for\u00a0the\u00a0Imputation of\u00a0Patient Reported Outcomes","display_name":"Collaborative Filtering for\u00a0the\u00a0Imputation of\u00a0Patient Reported Outcomes","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401666293","doi":"https://doi.org/10.1007/978-3-031-68309-1_20","pmid":"https://pubmed.ncbi.nlm.nih.gov/39463781"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-68309-1_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-68309-1_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11503500/pdf/nihms-2028711.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106582064","display_name":"Eric Ababio Anyimadu","orcid":"https://orcid.org/0009-0004-3442-2401"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Eric Ababio Anyimadu","raw_affiliation_strings":["Electrical and Computer Engineering, University of Iowa, Iowa City, IA 52242, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052234283","display_name":"Clifton D. Fuller","orcid":"https://orcid.org/0000-0002-5264-3994"},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Clifton David Fuller","raw_affiliation_strings":["Department of Radiation Oncology, The University of Texas, MD. Anderson Cancer Center, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, The University of Texas, MD. Anderson Cancer Center, Houston, TX, USA","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380931","display_name":"Xinhua Zhang","orcid":"https://orcid.org/0000-0002-4084-6022"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinhua Zhang","raw_affiliation_strings":["Department of Computer Science, University of Illinois Chicago, Chicago, IL 60607, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois Chicago, Chicago, IL 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056104510","display_name":"G. Elisabeta Marai","orcid":"https://orcid.org/0000-0002-7212-9669"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G. Elisabeta Marai","raw_affiliation_strings":["Department of Computer Science, University of Illinois Chicago, Chicago, IL 60607, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois Chicago, Chicago, IL 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064300637","display_name":"Guadalupe Canahuate","orcid":"https://orcid.org/0000-0001-5873-5454"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guadalupe Canahuate","raw_affiliation_strings":["Electrical and Computer Engineering, University of Iowa, Iowa City, IA 52242, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5106582064"],"corresponding_institution_ids":["https://openalex.org/I126307644"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.404,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.96316147,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"14910","issue":null,"first_page":"231","last_page":"248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9498000144958496,"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/T10136","display_name":"Statistical Methods and Inference","score":0.902899980545044,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.835086464881897},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.6072974801063538},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.43988385796546936},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4036577641963959},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33225518465042114},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3307451605796814},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.2251424789428711},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17212331295013428},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.08799529075622559}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.835086464881897},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.6072974801063538},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.43988385796546936},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4036577641963959},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33225518465042114},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3307451605796814},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.2251424789428711},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17212331295013428},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.08799529075622559}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-031-68309-1_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-68309-1_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmid:39463781","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39463781","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":"Database and expert systems applications : 35th International Conference, DEXA 2024, Naples, Italy, August 26-28, 2024, Proceedings. Part I. Database and Expert Systems Applications Conference (35th : 2024 : Naples, Italy)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11503500","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11503500","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11503500/pdf/nihms-2028711.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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Database Expert Syst Appl (2024)","raw_type":"Text"},{"id":"pmh:oai:digitalcommons.library.tmc.edu:uthgsbs_docs-6533","is_oa":false,"landing_page_url":"https://digitalcommons.library.tmc.edu/uthgsbs_docs/5669","pdf_url":null,"source":{"id":"https://openalex.org/S4377196655","display_name":"Digital Commons-TMC (Texas Medical Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1337852284","host_organization_name":"Texas Medical Center","host_organization_lineage":["https://openalex.org/I1337852284"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty, Staff and Student Publications","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:11503500","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11503500","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11503500/pdf/nihms-2028711.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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Database Expert Syst Appl (2024)","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1915612520","display_name":null,"funder_award_id":"R01CA258827","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G3497591915","display_name":null,"funder_award_id":"(NIH)","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332521","display_name":"University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401666293.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1980330674","https://openalex.org/W2016841028","https://openalex.org/W2062021647","https://openalex.org/W2079250592","https://openalex.org/W2096762662","https://openalex.org/W2100235918","https://openalex.org/W2166315708","https://openalex.org/W2248032781","https://openalex.org/W2496114304","https://openalex.org/W2741416490","https://openalex.org/W2771817472","https://openalex.org/W2808194069","https://openalex.org/W2889611173","https://openalex.org/W2922306896","https://openalex.org/W2953086467","https://openalex.org/W3008967208","https://openalex.org/W3047073510","https://openalex.org/W3156688234","https://openalex.org/W3161430037","https://openalex.org/W3196731757","https://openalex.org/W3197944324","https://openalex.org/W4214502947","https://openalex.org/W4214871274","https://openalex.org/W4226210383","https://openalex.org/W4285794683"],"related_works":["https://openalex.org/W2398165842","https://openalex.org/W197922276","https://openalex.org/W4226158052","https://openalex.org/W1809731386","https://openalex.org/W4388863299","https://openalex.org/W2160332782","https://openalex.org/W2945818642","https://openalex.org/W2146181690","https://openalex.org/W2006998619","https://openalex.org/W2556985004"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}