{"id":"https://openalex.org/W3204849335","doi":"https://doi.org/10.31549/2542-1174-2021-2-127-135","title":"Possibilities of neural networks application in assessing the results of intravascular ultrasound (literature review)","display_name":"Possibilities of neural networks application in assessing the results of intravascular ultrasound (literature review)","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3204849335","doi":"https://doi.org/10.31549/2542-1174-2021-2-127-135","mag":"3204849335"},"language":"en","primary_location":{"id":"doi:10.31549/2542-1174-2021-2-127-135","doi":"https://doi.org/10.31549/2542-1174-2021-2-127-135","is_oa":true,"landing_page_url":"https://doi.org/10.31549/2542-1174-2021-2-127-135","pdf_url":"https://doi.org/10.31549/2542-1174-2021-2-127-135","source":{"id":"https://openalex.org/S2764631268","display_name":"JOURNAL of SIBERIAN MEDICAL SCIENCES","issn_l":"2542-1174","issn":["2542-1174"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","russia-white-list-3"],"host_organization":"https://openalex.org/P4328141994","host_organization_name":"Editorial Office of the Journal of Siberian Medical Sciences","host_organization_lineage":["https://openalex.org/P4328141994"],"host_organization_lineage_names":["Editorial Office of the Journal of Siberian Medical Sciences"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JOURNAL of SIBERIAN MEDICAL SCIENCES","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.31549/2542-1174-2021-2-127-135","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109450642","display_name":"\u041c\u0430\u0434\u043e\u043d\u043e\u0432 \u041f\u0430\u0432\u0435\u043b \u0413\u0435\u043d\u043d\u0430\u0434\u044c\u0435\u0432\u0438\u0447","orcid":"https://orcid.org/0000-0002-1093-8938","observed_orcids":["https://orcid.org/0000-0002-1093-8938"]},"institutions":[{"id":"https://openalex.org/I145597306","display_name":"Novosibirsk State Medical University","ror":"https://ror.org/00d167n54","country_code":"RU","type":"education","lineage":["https://openalex.org/I145597306"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"P.G. Madonov","raw_affiliation_strings":["Khidirova Lyudmila Daudovna : Novosibirsk State Medical University , 52, Krasny Prospect , Novosibirsk , 630091 , Russia","Novosibirsk State Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khidirova Lyudmila Daudovna : Novosibirsk State Medical University , 52, Krasny Prospect , Novosibirsk , 630091 , Russia","institution_ids":["https://openalex.org/I145597306"]},{"raw_affiliation_string":"Novosibirsk State Medical University","institution_ids":["https://openalex.org/I145597306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068109341","display_name":"Lyudmila D. Khidirova","orcid":"https://orcid.org/0000-0002-1250-8798","observed_orcids":["https://orcid.org/0000-0002-1250-8798","https://orcid.org/0009-0002-1432-0550"]},"institutions":[{"id":"https://openalex.org/I145597306","display_name":"Novosibirsk State Medical University","ror":"https://ror.org/00d167n54","country_code":"RU","type":"education","lineage":["https://openalex.org/I145597306"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"L.D. Khidirova","raw_affiliation_strings":["Novosibirsk State Medical University, 52, Krasny Prospect, Novosibirsk, 630091, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Novosibirsk State Medical University, 52, Krasny Prospect, Novosibirsk, 630091, Russia","institution_ids":["https://openalex.org/I145597306"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032140497","display_name":"E.A. Kovalev","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"E.A. Kovalev","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5068109341"],"corresponding_institution_ids":["https://openalex.org/I145597306"],"apc_list":null,"apc_paid":null,"fwci":0.1747,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44217204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":"2","first_page":"127","last_page":"135"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.9315999746322632,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.9315999746322632,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.03440000116825104,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.007799999788403511,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9399999976158142},{"id":"https://openalex.org/keywords/intravascular-ultrasound","display_name":"intravascular ultrasound","score":0.9980000257492065},{"id":"https://openalex.org/keywords/vulnerable-plaque-detection","display_name":"vulnerable plaque detection","score":0.9729999899864197},{"id":"https://openalex.org/keywords/coronary-artery-disease","display_name":"coronary artery disease","score":0.7620000243186951}],"concepts":[{"id":"https://openalex.org/C2776931568","wikidata":"https://www.wikidata.org/wiki/Q1671577","display_name":"Intravascular ultrasound","level":2,"score":0.9166544675827026},{"id":"https://openalex.org/C131631996","wikidata":"https://www.wikidata.org/wiki/Q1141325","display_name":"Lumen (anatomy)","level":2,"score":0.6781316995620728},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.5962198376655579},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.572266697883606},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.43981289863586426},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.40391790866851807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3680609464645386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3330179452896118},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.3234128952026367},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2409166693687439}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.31549/2542-1174-2021-2-127-135","doi":"https://doi.org/10.31549/2542-1174-2021-2-127-135","is_oa":true,"landing_page_url":"https://doi.org/10.31549/2542-1174-2021-2-127-135","pdf_url":"https://doi.org/10.31549/2542-1174-2021-2-127-135","source":{"id":"https://openalex.org/S2764631268","display_name":"JOURNAL of SIBERIAN MEDICAL SCIENCES","issn_l":"2542-1174","issn":["2542-1174"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","russia-white-list-3"],"host_organization":"https://openalex.org/P4328141994","host_organization_name":"Editorial Office of the Journal of Siberian Medical Sciences","host_organization_lineage":["https://openalex.org/P4328141994"],"host_organization_lineage_names":["Editorial Office of the Journal of Siberian Medical Sciences"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JOURNAL of SIBERIAN MEDICAL SCIENCES","raw_type":"journal-article"},{"id":"mag:3203654025","doi":null,"is_oa":true,"landing_page_url":"https://jsms.elpub.ru/jour/article/download/724/1208","pdf_url":null,"source":{"id":"https://openalex.org/S2764631268","display_name":"JOURNAL of SIBERIAN MEDICAL SCIENCES","issn_l":"2542-1174","issn":["2542-1174"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","russia-white-list-3"],"host_organization":"https://openalex.org/P4328141994","host_organization_name":"Editorial Office of the Journal of Siberian Medical Sciences","host_organization_lineage":["https://openalex.org/P4328141994"],"host_organization_lineage_names":["Editorial Office of the Journal of Siberian Medical Sciences"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":"JOURNAL of SIBERIAN MEDICAL SCIENCES","raw_type":null}],"best_oa_location":{"id":"doi:10.31549/2542-1174-2021-2-127-135","doi":"https://doi.org/10.31549/2542-1174-2021-2-127-135","is_oa":true,"landing_page_url":"https://doi.org/10.31549/2542-1174-2021-2-127-135","pdf_url":"https://doi.org/10.31549/2542-1174-2021-2-127-135","source":{"id":"https://openalex.org/S2764631268","display_name":"JOURNAL of SIBERIAN MEDICAL SCIENCES","issn_l":"2542-1174","issn":["2542-1174"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","russia-white-list-3"],"host_organization":"https://openalex.org/P4328141994","host_organization_name":"Editorial Office of the Journal of Siberian Medical Sciences","host_organization_lineage":["https://openalex.org/P4328141994"],"host_organization_lineage_names":["Editorial Office of the Journal of Siberian Medical Sciences"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JOURNAL of SIBERIAN MEDICAL SCIENCES","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7246000170707703,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3204849335.pdf","grobid_xml":"https://content.openalex.org/works/W3204849335.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2021650696","https://openalex.org/W2798128905","https://openalex.org/W2887641415","https://openalex.org/W2903973636","https://openalex.org/W2905171069","https://openalex.org/W2926054458","https://openalex.org/W2944660784","https://openalex.org/W2945500646","https://openalex.org/W2945792041","https://openalex.org/W2983590176","https://openalex.org/W3081620641","https://openalex.org/W3086667591"],"related_works":["https://openalex.org/W3203654025","https://openalex.org/W4312327715","https://openalex.org/W4391758757","https://openalex.org/W2027884586","https://openalex.org/W3178413635","https://openalex.org/W2002553969","https://openalex.org/W4281558113","https://openalex.org/W4200076524","https://openalex.org/W3008482685","https://openalex.org/W2751545067"],"abstract_inverted_index":{"The":[0],"review":[1],"considers":[2],"the":[3,11,23,28,33],"experience":[4],"of":[5,13,18,22,27,32],"neural":[6],"networks":[7],"use":[8],"in":[9],"assessing":[10],"results":[12],"intravascular":[14],"ultrasound":[15],"investigation":[16],"(detection":[17],"vulnerable":[19],"plaques,":[20],"extraction":[21],"lumen":[24],"and":[25],"layers":[26],"vessel":[29],"wall,":[30],"prediction":[31],"fractional":[34],"fl":[35],"ow":[36],"reserve).":[37]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-10-11T00:00:00"}