{"id":"https://openalex.org/W2616828288","doi":"https://doi.org/10.1007/978-3-319-59153-7_21","title":"An Expert System Based on Using Artificial Neural Network and Region-Based Image Processing to Recognition Substantia Nigra and Atherosclerotic Plaques in B-Images: A Prospective Study","display_name":"An Expert System Based on Using Artificial Neural Network and Region-Based Image Processing to Recognition Substantia Nigra and Atherosclerotic Plaques in B-Images: A Prospective Study","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2616828288","doi":"https://doi.org/10.1007/978-3-319-59153-7_21","mag":"2616828288"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-59153-7_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59153-7_21","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":"book-chapter","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/A5057449190","display_name":"Ji\u0159\u00ed Blahuta","orcid":"https://orcid.org/0000-0002-3001-1101"},"institutions":[{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]},{"id":"https://openalex.org/I32366509","display_name":"Silesian University in Opava","ror":"https://ror.org/02w4f2z17","country_code":"CZ","type":"education","lineage":["https://openalex.org/I32366509"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Ji\u0159\u00ed Blahuta","raw_affiliation_strings":["The Institute of Computer Science, Silesian University in Opava, Bezruc Sq. 13, 74601, Opava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"The Institute of Computer Science, Silesian University in Opava, Bezruc Sq. 13, 74601, Opava, Czech Republic","institution_ids":["https://openalex.org/I32366509","https://openalex.org/I4210155092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005712209","display_name":"Tom\u00e1\u0161 Soukup","orcid":"https://orcid.org/0000-0001-7475-5711"},"institutions":[{"id":"https://openalex.org/I32366509","display_name":"Silesian University in Opava","ror":"https://ror.org/02w4f2z17","country_code":"CZ","type":"education","lineage":["https://openalex.org/I32366509"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Tom\u00e1\u0161 Soukup","raw_affiliation_strings":["The Institute of Computer Science, Silesian University in Opava, Bezruc Sq. 13, 74601, Opava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"The Institute of Computer Science, Silesian University in Opava, Bezruc Sq. 13, 74601, Opava, Czech Republic","institution_ids":["https://openalex.org/I32366509","https://openalex.org/I4210155092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049368799","display_name":"Ji\u0159\u00ed Martin\u016f","orcid":null},"institutions":[{"id":"https://openalex.org/I32366509","display_name":"Silesian University in Opava","ror":"https://ror.org/02w4f2z17","country_code":"CZ","type":"education","lineage":["https://openalex.org/I32366509"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jiri Martinu","raw_affiliation_strings":["The Institute of Computer Science, Silesian University in Opava, Bezruc Sq. 13, 74601, Opava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"The Institute of Computer Science, Silesian University in Opava, Bezruc Sq. 13, 74601, Opava, Czech Republic","institution_ids":["https://openalex.org/I32366509","https://openalex.org/I4210155092"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057449190"],"corresponding_institution_ids":["https://openalex.org/I32366509","https://openalex.org/I4210155092"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":15.7914,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9911032,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"236","last_page":"245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9606000185012817,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9606000185012817,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10919","display_name":"Neurological disorders and treatments","score":0.9449999928474426,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8039538860321045},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7438838481903076},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6613729000091553},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5738852620124817},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5643500685691833},{"id":"https://openalex.org/keywords/region-of-interest","display_name":"Region of interest","score":0.5348509550094604},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.49494093656539917},{"id":"https://openalex.org/keywords/substantia-nigra","display_name":"Substantia nigra","score":0.4692908227443695},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4685222804546356},{"id":"https://openalex.org/keywords/skeletonization","display_name":"Skeletonization","score":0.4540489614009857},{"id":"https://openalex.org/keywords/echogenicity","display_name":"Echogenicity","score":0.4364017844200134},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3484610915184021},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.22422197461128235},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11211952567100525},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.10303866863250732},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09139075875282288}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8039538860321045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7438838481903076},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6613729000091553},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5738852620124817},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5643500685691833},{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.5348509550094604},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.49494093656539917},{"id":"https://openalex.org/C2780938664","wikidata":"https://www.wikidata.org/wiki/Q753278","display_name":"Substantia nigra","level":4,"score":0.4692908227443695},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4685222804546356},{"id":"https://openalex.org/C23951316","wikidata":"https://www.wikidata.org/wiki/Q1984140","display_name":"Skeletonization","level":2,"score":0.4540489614009857},{"id":"https://openalex.org/C206111553","wikidata":"https://www.wikidata.org/wiki/Q3501532","display_name":"Echogenicity","level":3,"score":0.4364017844200134},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3484610915184021},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.22422197461128235},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11211952567100525},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.10303866863250732},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09139075875282288},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-59153-7_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59153-7_21","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W174097776","https://openalex.org/W1567198722","https://openalex.org/W1915145224","https://openalex.org/W1987673244","https://openalex.org/W2086331223","https://openalex.org/W2137846828","https://openalex.org/W2139201410","https://openalex.org/W2503588077","https://openalex.org/W2515971619"],"related_works":["https://openalex.org/W2132416234","https://openalex.org/W2118553688","https://openalex.org/W2092783742","https://openalex.org/W2292955152","https://openalex.org/W2376130299","https://openalex.org/W1549296799","https://openalex.org/W41790368","https://openalex.org/W2623093699","https://openalex.org/W2381976855","https://openalex.org/W2324694199"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}