{"id":"https://openalex.org/W4386229321","doi":"https://doi.org/10.1007/978-3-031-40971-4_44","title":"Retinal Vessel Segmentation by\u00a0U-Net with\u00a0VGG-16 Backbone on\u00a0Patched Images with\u00a0Smooth Blending","display_name":"Retinal Vessel Segmentation by\u00a0U-Net with\u00a0VGG-16 Backbone on\u00a0Patched Images with\u00a0Smooth Blending","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386229321","doi":"https://doi.org/10.1007/978-3-031-40971-4_44"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-40971-4_44","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-40971-4_44","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","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/A5038335867","display_name":"Martin Hasal","orcid":"https://orcid.org/0000-0001-7073-9642"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Martin Hasal","raw_affiliation_strings":["IT4Innovations, VSB \u2013 Technical University of Ostrava, 17.\u00a0listopadu 2172/15, Ostrava-Poruba, 70800, Czech Republic"],"affiliations":[{"raw_affiliation_string":"IT4Innovations, VSB \u2013 Technical University of Ostrava, 17.\u00a0listopadu 2172/15, Ostrava-Poruba, 70800, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051169311","display_name":"Marek Pecha","orcid":null},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]},{"id":"https://openalex.org/I4210112637","display_name":"Czech Academy of Sciences, Institute of Geonics","ror":"https://ror.org/02d3n7h84","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210112637"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Marek Pecha","raw_affiliation_strings":["Department of Applied Mathematics, Faculty of Electrical Engineering and Computer Science, VSB \u2013 Technical University of Ostrava, 17.\u00a0listopadu 2172/15, Ostrava-Poruba, 70800, Czech Republic","Institute of Geonics of Czech Academy of Sciences, Studentska 1768/9, Ostrava-Poruba, 70800, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, Faculty of Electrical Engineering and Computer Science, VSB \u2013 Technical University of Ostrava, 17.\u00a0listopadu 2172/15, Ostrava-Poruba, 70800, Czech Republic","institution_ids":["https://openalex.org/I142208455"]},{"raw_affiliation_string":"Institute of Geonics of Czech Academy of Sciences, Studentska 1768/9, Ostrava-Poruba, 70800, Czech Republic","institution_ids":["https://openalex.org/I4210112637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009977246","display_name":"Jana Nowakov\u00e1","orcid":"https://orcid.org/0000-0002-5213-3302"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jana Nowakov\u00e1","raw_affiliation_strings":["Department of Computer Science, Faculty of Electrical Engineering and Computer Science, VSB \u2013 Technical University of Ostrava, 17.\u00a0listopadu 2172/15, Ostrava-Poruba, 70800, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Electrical Engineering and Computer Science, VSB \u2013 Technical University of Ostrava, 17.\u00a0listopadu 2172/15, Ostrava-Poruba, 70800, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042704590","display_name":"Daniel Hern\u00e1ndez-Sosa","orcid":"https://orcid.org/0000-0003-3022-7698"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Hern\u00e1ndez-Sosa","raw_affiliation_strings":["Institute of Intelligent Systems and Numeric Applications in Engineering, University of Las Palmas de Gran Canaria, 35017, Las Palmas de Gran Canaria, Spain"],"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Systems and Numeric Applications in Engineering, University of Las Palmas de Gran Canaria, 35017, Las Palmas de Gran Canaria, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011543714","display_name":"V\u00e1clav Sn\u00e5\u0161el","orcid":"https://orcid.org/0000-0002-9600-8319"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"V\u00e1clav Sn\u00e1\u0161el","raw_affiliation_strings":["Department of Computer Science, Faculty of Electrical Engineering and Computer Science, VSB \u2013 Technical University of Ostrava, 17.\u00a0listopadu 2172/15, Ostrava-Poruba, 70800, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Electrical Engineering and Computer Science, VSB \u2013 Technical University of Ostrava, 17.\u00a0listopadu 2172/15, Ostrava-Poruba, 70800, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019847641","display_name":"Juraj Timkovi\u010d","orcid":"https://orcid.org/0000-0003-0767-0552"},"institutions":[{"id":"https://openalex.org/I4210088935","display_name":"University Hospital Ostrava","ror":"https://ror.org/00a6yph09","country_code":"CZ","type":"healthcare","lineage":["https://openalex.org/I4210088935"]},{"id":"https://openalex.org/I187293425","display_name":"University of Ostrava","ror":"https://ror.org/00pyqav47","country_code":"CZ","type":"education","lineage":["https://openalex.org/I187293425"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Juraj Timkovi\u010d","raw_affiliation_strings":["Clinic of Ophthalmology, University Hospital Ostrava, Czech Republic, 17.\u00a0listopadu 1790/5, Ostrava-Poruba, 70852, Czech Republic","Department of Craniofacial Surgery, Faculty of Medicine, University of Ostrava, 703 00, Ostrava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Clinic of Ophthalmology, University Hospital Ostrava, Czech Republic, 17.\u00a0listopadu 1790/5, Ostrava-Poruba, 70852, Czech Republic","institution_ids":["https://openalex.org/I4210088935"]},{"raw_affiliation_string":"Department of Craniofacial Surgery, Faculty of Medicine, University of Ostrava, 703 00, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I187293425"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038335867"],"corresponding_institution_ids":["https://openalex.org/I142208455"],"apc_list":null,"apc_paid":null,"fwci":2.7841,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.90688804,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"465","last_page":"474"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.742172360420227},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7111811637878418},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6647541522979736},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5768955945968628},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.5390446186065674},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5017688274383545},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4796212613582611},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.47749942541122437},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.42741772532463074},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42180928587913513},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4078807830810547},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.2582613229751587},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1599978506565094},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11101791262626648},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10698530077934265}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.742172360420227},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7111811637878418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6647541522979736},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5768955945968628},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.5390446186065674},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5017688274383545},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4796212613582611},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.47749942541122437},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42741772532463074},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42180928587913513},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4078807830810547},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.2582613229751587},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1599978506565094},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11101791262626648},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10698530077934265},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-40971-4_44","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-40971-4_44","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7099999785423279,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2072130234","https://openalex.org/W2092266133","https://openalex.org/W2145305441","https://openalex.org/W2150769593","https://openalex.org/W2327793514","https://openalex.org/W2529153069","https://openalex.org/W2590239934","https://openalex.org/W2620722267","https://openalex.org/W2911558038","https://openalex.org/W2948525168","https://openalex.org/W2963351448","https://openalex.org/W2995527107","https://openalex.org/W3096947210","https://openalex.org/W3127579042","https://openalex.org/W4292068869"],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W2371138613","https://openalex.org/W2048963458","https://openalex.org/W2786391746","https://openalex.org/W3132346564","https://openalex.org/W2991483587","https://openalex.org/W2914559142","https://openalex.org/W4226059458","https://openalex.org/W4381430104","https://openalex.org/W2995102745"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}
