{"id":"https://openalex.org/W4389041834","doi":"https://doi.org/10.1109/csit61576.2023.10324014","title":"A Neural Network Model-based Decision Support System for Time Management in Pediatric Diabetes Care Projects","display_name":"A Neural Network Model-based Decision Support System for Time Management in Pediatric Diabetes Care Projects","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4389041834","doi":"https://doi.org/10.1109/csit61576.2023.10324014"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10324014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5060105771","display_name":"Oksana Malanchuk","orcid":"https://orcid.org/0000-0001-7518-7824"},"institutions":[{"id":"https://openalex.org/I24402780","display_name":"Danylo Halytsky Lviv National Medical University","ror":"https://ror.org/0027cag10","country_code":"UA","type":"education","lineage":["https://openalex.org/I24402780"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oksana Malanchuk","raw_affiliation_strings":["Danylo Halytsky Lviv National Medical University,Department of Biophysics,Lviv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Danylo Halytsky Lviv National Medical University,Department of Biophysics,Lviv,Ukraine","institution_ids":["https://openalex.org/I24402780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009170601","display_name":"\u0410natoliy \u0422ryhuba","orcid":"https://orcid.org/0000-0001-8014-5661"},"institutions":[],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Anatoliy Tryhuba","raw_affiliation_strings":["Lviv National Environmental University,Department of Information Technologies,Lviv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Lviv National Environmental University,Department of Information Technologies,Lviv,Ukraine","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022663429","display_name":"Inna \u0422ryhuba","orcid":"https://orcid.org/0000-0002-5239-5951"},"institutions":[],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Inna Tryhuba","raw_affiliation_strings":["Lviv National Environmental University,Department of Information Technologies,Lviv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Lviv National Environmental University,Department of Information Technologies,Lviv,Ukraine","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093346083","display_name":"Roksolana Sholudko","orcid":"https://orcid.org/0009-0000-6149-7354"},"institutions":[{"id":"https://openalex.org/I200280692","display_name":"Lviv University","ror":"https://ror.org/01s7y5e82","country_code":"UA","type":"education","lineage":["https://openalex.org/I200280692"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Roksolana Sholudko","raw_affiliation_strings":["Lviv National Environmental University,Department of genetics and plant protection,Lviv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Lviv National Environmental University,Department of genetics and plant protection,Lviv,Ukraine","institution_ids":["https://openalex.org/I200280692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046565102","display_name":"O. Ya. Pankiv","orcid":"https://orcid.org/0009-0002-7319-1701"},"institutions":[{"id":"https://openalex.org/I4210160829","display_name":"Lviv State University of Life Safety","ror":"https://ror.org/057g9bh47","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210160829"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleh Pankiv","raw_affiliation_strings":["Lviv State University of Life Safety,Department of Information Technologies and Systems of Electronic Communications,Lviv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Lviv State University of Life Safety,Department of Information Technologies and Systems of Electronic Communications,Lviv,Ukraine","institution_ids":["https://openalex.org/I4210160829"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.61,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.683706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":65,"max":76},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9983,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9983,"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"}},{"id":"https://openalex.org/T12246","display_name":"Chronic Disease Management Strategies","score":0.9743,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9708,"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/diabetes-management","display_name":"Diabetes management","score":0.480039},{"id":"https://openalex.org/keywords/diabetes-treatment","display_name":"Diabetes treatment","score":0.4226836}],"concepts":[{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.70469487},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.68416303},{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.6557279},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.598856},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5911372},{"id":"https://openalex.org/C2776217022","wikidata":"https://www.wikidata.org/wiki/Q1100933","display_name":"Diabetes management","level":4,"score":0.480039},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45741197},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.42445207},{"id":"https://openalex.org/C3018376624","wikidata":"https://www.wikidata.org/wiki/Q1100933","display_name":"Diabetes treatment","level":4,"score":0.4226836},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39550716},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3637228},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3480959},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3449818},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2322782},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19034436},{"id":"https://openalex.org/C2777180221","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 diabetes","level":3,"score":0.09475225},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10324014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":26,"referenced_works":["https://openalex.org/W156190735","https://openalex.org/W2401568476","https://openalex.org/W2528396955","https://openalex.org/W2610815847","https://openalex.org/W2900329012","https://openalex.org/W2956655078","https://openalex.org/W2987295400","https://openalex.org/W2989696458","https://openalex.org/W3016994234","https://openalex.org/W3017382074","https://openalex.org/W3020776760","https://openalex.org/W3031992396","https://openalex.org/W3094571545","https://openalex.org/W3098522193","https://openalex.org/W3111353854","https://openalex.org/W3118672929","https://openalex.org/W3126397036","https://openalex.org/W3130398204","https://openalex.org/W3130449168","https://openalex.org/W3158589654","https://openalex.org/W3165907317","https://openalex.org/W3178827630","https://openalex.org/W4287509914","https://openalex.org/W4377200874","https://openalex.org/W4383709974","https://openalex.org/W4384819174"],"related_works":["https://openalex.org/W4296894806","https://openalex.org/W3214702118","https://openalex.org/W3188659691","https://openalex.org/W3161728941","https://openalex.org/W3144472278","https://openalex.org/W2417293524","https://openalex.org/W2405737854","https://openalex.org/W2405160242","https://openalex.org/W2158023397","https://openalex.org/W2118663685"],"abstract_inverted_index":{"An":[0],"analysis":[1],"of":[2,5,16,36,54,60,71,73,81,90,101,111,135,165,176],"the":[3,6,34,61,69,78,91,99,109,119,125,133,145,157,161,174],"state":[4],"issue":[7],"in":[8,31,38,68,75,114,130,132,139,144,171,178],"theory":[9],"and":[10,84,163],"practice":[11],"was":[12],"performed.":[13],"The":[14,42,57,153],"feasibility":[15],"developing":[17],"a":[18,24,50],"decision":[19,44,62,166],"support":[20,45,63,167],"system":[21,46,64,95,120],"based":[22,48],"on":[23,49],"neural":[25,51,103],"network":[26,52,104],"model":[27,53,105],"for":[28,33,65,107,159,173],"time":[29,66,169],"management":[30,67,170],"projects":[32,70,138,172],"treatment":[35,72,113,137,175],"diabetes":[37,74,112,136,177],"children":[39,76,140,179],"is":[40,47,121],"justified.":[41],"proposed":[43],"two":[55],"layers.":[56],"well-founded":[58],"architecture":[59],"involves":[77],"systematic":[79],"formation":[80],"databases":[82],"(DB)":[83],"knowledge":[85],"(BZ)":[86],"from":[87,180],"real":[88],"data":[89],"electronic":[92],"medical":[93],"record":[94],"(EMR).":[96],"They":[97],"are":[98,156],"basis":[100,158],"implementing":[102],"training":[106],"predicting":[108],"duration":[110,134],"children.":[115],"User":[116],"interaction":[117],"with":[118],"carried":[122],"out":[123],"through":[124],"developed":[126],"dialog":[127],"box.":[128],"Trends":[129],"changes":[131,143],"due":[141],"to":[142],"main":[146],"factors":[147],"determining":[148],"them":[149],"have":[150],"been":[151],"established.":[152],"obtained":[154],"dependencies":[155],"improving":[160],"quality":[162],"accuracy":[164],"during":[168],"different":[181],"project":[182],"environments.":[183]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4389041834","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-04-23T19:01:56.957591","created_date":"2023-11-28"}