{"id":"https://openalex.org/W4405427224","doi":"https://doi.org/10.1145/3698587.3701433","title":"Improved genetic algorithm for readmission risk index optimization","display_name":"Improved genetic algorithm for readmission risk index optimization","publication_year":2024,"publication_date":"2024-11-22","ids":{"openalex":"https://openalex.org/W4405427224","doi":"https://doi.org/10.1145/3698587.3701433"},"language":"en","primary_location":{"id":"doi:10.1145/3698587.3701433","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3698587.3701433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5037367286","display_name":"Shuo Feng","orcid":"https://orcid.org/0000-0002-6601-8057"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuo Feng","raw_affiliation_strings":["School of Computer and Artificial Intelligence Zhengzhou, University Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence Zhengzhou, University Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107832377","display_name":"Zhe Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Sun","raw_affiliation_strings":["School of Computer and Artificial Intelligence Zhengzhou, University Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence Zhengzhou, University Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101605770","display_name":"Runzhi Li","orcid":"https://orcid.org/0000-0001-7259-9321"},"institutions":[{"id":"https://openalex.org/I4210113254","display_name":"Second Affiliated Hospital of Zhengzhou University","ror":"https://ror.org/026bqfq17","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210113254"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runzhi Li","raw_affiliation_strings":["Cooperative Innovation Center of Internet Healthcare, Zhengzhou University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Cooperative Innovation Center of Internet Healthcare, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I4210113254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086535896","display_name":"Siyu Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Yan","raw_affiliation_strings":["Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, China"],"affiliations":[{"raw_affiliation_string":"Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, China","institution_ids":["https://openalex.org/I200296433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111286246","display_name":"Lihong Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihong Ma","raw_affiliation_strings":["Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, China"],"affiliations":[{"raw_affiliation_string":"Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, China","institution_ids":["https://openalex.org/I200296433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037367286"],"corresponding_institution_ids":["https://openalex.org/I38877650"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26386994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.3806999921798706,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.3806999921798706,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/genetic-algorithm","display_name":"Genetic algorithm","score":0.6126407980918884},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.5557942986488342},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5521133542060852},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.465711385011673},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.42404860258102417},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.29613620042800903},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17856863141059875},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12492665648460388}],"concepts":[{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6126407980918884},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.5557942986488342},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5521133542060852},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.465711385011673},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.42404860258102417},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.29613620042800903},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17856863141059875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12492665648460388},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3698587.3701433","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3698587.3701433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4366549320","https://openalex.org/W4287863136","https://openalex.org/W3006015132","https://openalex.org/W2965078190","https://openalex.org/W2140656843","https://openalex.org/W3040644038","https://openalex.org/W4311207076","https://openalex.org/W3203633096","https://openalex.org/W2355226480","https://openalex.org/W2382364780"],"abstract_inverted_index":{"Traditional":[0],"methods":[1],"for":[2,83],"predicting":[3],"ICU":[4,27,84],"patient":[5],"readmission":[6,47,81],"risk":[7,48],"often":[8],"rely":[9],"on":[10,38],"healthy":[11],"individuals'":[12],"index":[13],"terms,":[14],"leading":[15],"to":[16,44,73],"a":[17,32,46,70],"lack":[18],"of":[19,26],"interpretability":[20],"and":[21,60],"neglecting":[22],"the":[23,53,66],"unique":[24],"characteristics":[25],"patients.":[28,85],"Therefore,":[29],"we":[30],"propose":[31],"discharge":[33,76],"criteria":[34],"optimization":[35],"method":[36],"based":[37],"an":[39],"improved":[40],"genetic":[41],"algorithm":[42],"(DCOMIGA)":[43],"create":[45],"assessment":[49],"(RRA)":[50],"dataset":[51],"from":[52],"MIMIC-III":[54],"database.":[55],"This":[56],"approach":[57],"leverages":[58],"demographic":[59],"dynamic":[61],"temporal":[62],"data":[63],"while":[64],"using":[65],"SMTAFormer":[67],"model":[68],"as":[69],"fitness":[71],"function":[72],"develop":[74],"personalized":[75],"criteria,":[77],"significantly":[78],"enhancing":[79],"short-term":[80],"prediction":[82]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}