{"id":"https://openalex.org/W2899909213","doi":"https://doi.org/10.1109/stc-csit.2018.8526708","title":"The Special Ways of Application of Neural Networks for Medical Information Processing","display_name":"The Special Ways of Application of Neural Networks for Medical Information Processing","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2899909213","doi":"https://doi.org/10.1109/stc-csit.2018.8526708","mag":"2899909213"},"language":"en","primary_location":{"id":"doi:10.1109/stc-csit.2018.8526708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/stc-csit.2018.8526708","pdf_url":null,"source":{"id":"https://openalex.org/S4306498307","display_name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","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/A5049654481","display_name":"Nataliia Melnykova","orcid":"https://orcid.org/0000-0002-2114-3436"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Nataliia Melnykova","raw_affiliation_strings":["AI Department, Lviv Polytechnic National University"],"affiliations":[{"raw_affiliation_string":"AI Department, Lviv Polytechnic National University","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019951570","display_name":"Pavlo Mukalov","orcid":null},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Pavlo Mukalov","raw_affiliation_strings":["AI Department, Lviv Polytechnic National University"],"affiliations":[{"raw_affiliation_string":"AI Department, Lviv Polytechnic National University","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039662052","display_name":"Dmytro Koziy","orcid":null},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Dmytro Koziy","raw_affiliation_strings":["AI Department, Lviv Polytechnic National University"],"affiliations":[{"raw_affiliation_string":"AI Department, Lviv Polytechnic National University","institution_ids":["https://openalex.org/I98435010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049654481"],"corresponding_institution_ids":["https://openalex.org/I98435010"],"apc_list":null,"apc_paid":null,"fwci":0.6398,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64135703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"428","last_page":"431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14438","display_name":"Advanced Scientific Research Methods","score":0.9332000017166138,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14438","display_name":"Advanced Scientific Research Methods","score":0.9332000017166138,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7998982071876526},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7462058067321777},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6859323978424072},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.5980545282363892},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5265957117080688},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5216317772865295},{"id":"https://openalex.org/keywords/information-processing","display_name":"Information processing","score":0.5176959037780762},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.5142228603363037},{"id":"https://openalex.org/keywords/nervous-system-network-models","display_name":"Nervous system network models","score":0.4618932008743286},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45064881443977356},{"id":"https://openalex.org/keywords/medical-knowledge","display_name":"Medical knowledge","score":0.430764377117157},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.41802626848220825},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.39748406410217285},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3326677083969116},{"id":"https://openalex.org/keywords/types-of-artificial-neural-networks","display_name":"Types of artificial neural networks","score":0.275295615196228}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7998982071876526},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7462058067321777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6859323978424072},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.5980545282363892},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5265957117080688},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5216317772865295},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.5176959037780762},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.5142228603363037},{"id":"https://openalex.org/C173079777","wikidata":"https://www.wikidata.org/wiki/Q4299350","display_name":"Nervous system network models","level":5,"score":0.4618932008743286},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45064881443977356},{"id":"https://openalex.org/C2985722590","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medical knowledge","level":2,"score":0.430764377117157},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.41802626848220825},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.39748406410217285},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3326677083969116},{"id":"https://openalex.org/C177973122","wikidata":"https://www.wikidata.org/wiki/Q7860946","display_name":"Types of artificial neural networks","level":4,"score":0.275295615196228},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/stc-csit.2018.8526708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/stc-csit.2018.8526708","pdf_url":null,"source":{"id":"https://openalex.org/S4306498307","display_name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W136071900","https://openalex.org/W1596290048","https://openalex.org/W1638345259","https://openalex.org/W1994087859","https://openalex.org/W2528179856","https://openalex.org/W2594639291","https://openalex.org/W2613773647","https://openalex.org/W2751060233","https://openalex.org/W2767821531","https://openalex.org/W2769676277","https://openalex.org/W4285719527","https://openalex.org/W6605420581","https://openalex.org/W6745920003"],"related_works":["https://openalex.org/W2104698839","https://openalex.org/W1584270863","https://openalex.org/W4387656273","https://openalex.org/W1595652908","https://openalex.org/W4317438634","https://openalex.org/W2533573066","https://openalex.org/W615938567","https://openalex.org/W2785001934","https://openalex.org/W2765937093","https://openalex.org/W2186233897"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"it's":[3],"presented":[4],"new":[5],"special":[6],"ways":[7],"for":[8,39],"processing":[9],"medical":[10,73],"information.":[11],"The":[12,31,62,80],"author":[13],"introduced":[14],"the":[15,41,48,70],"main":[16],"characteristics":[17],"of":[18,43,64,72],"artificial":[19,36,57],"neural":[20,37,51],"networks,":[21],"which":[22],"allowed":[23],"to":[24,28,34],"formulate":[25],"general":[26],"approaches":[27],"their":[29],"application.":[30],"authors":[32],"proposed":[33],"use":[35],"network":[38],"optimized":[40],"process":[42],"diagnose":[44],"disuses":[45],"finding":[46],"and":[47,75],"best":[49],"results":[50],"networks":[52],"show":[53],"in":[54,69],"machine":[55],"learning,":[56],"intelligence,":[58],"fuzzy":[59],"logic":[60],"etc.":[61],"analysis":[63],"treatment":[65,76],"decision":[66],"support":[67],"systems":[68],"area":[71],"diagnostics":[74],"is":[77],"common":[78],"knowledge.":[79],"expert":[81],"system":[82],"possesses":[83],"some":[84],"basic":[85],"components,":[86],"such":[87],"as:":[88],"a":[89],"knowledge":[90],"base":[91],"an":[92],"output":[93],"logical":[94],"mechanism.":[95]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}