{"id":"https://openalex.org/W3033221365","doi":"https://doi.org/10.3390/s20113183","title":"Evaluation of Deep Neural Networks for Semantic Segmentation of Prostate in T2W MRI","display_name":"Evaluation of Deep Neural Networks for Semantic Segmentation of Prostate in T2W MRI","publication_year":2020,"publication_date":"2020-06-03","ids":{"openalex":"https://openalex.org/W3033221365","doi":"https://doi.org/10.3390/s20113183","mag":"3033221365","pmid":"https://pubmed.ncbi.nlm.nih.gov/32503330"},"language":"en","primary_location":{"id":"doi:10.3390/s20113183","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20113183","pdf_url":"https://www.mdpi.com/1424-8220/20/11/3183/pdf?version=1591752152","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/11/3183/pdf?version=1591752152","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071296491","display_name":"Zia U. Khan","orcid":"https://orcid.org/0000-0002-2515-4220"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Zia Khan","raw_affiliation_strings":["Centre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia","Centre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, Seri Iskandar, 32610, Malaysia"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia","institution_ids":["https://openalex.org/I203899302"]},{"raw_affiliation_string":"Centre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, Seri Iskandar, 32610, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039559815","display_name":"Norashikin Yahya","orcid":"https://orcid.org/0000-0002-9812-0435"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Norashikin Yahya","raw_affiliation_strings":["Centre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022228619","display_name":"Khaled Alsaih","orcid":"https://orcid.org/0000-0002-6180-1691"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Khaled Alsaih","raw_affiliation_strings":["Centre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081141446","display_name":"Syed Saad Azhar Ali","orcid":"https://orcid.org/0000-0002-5615-4629"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Syed Saad Azhar Ali","raw_affiliation_strings":["Centre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079375904","display_name":"Fabrice M\u00e9riaudeau","orcid":"https://orcid.org/0000-0002-8656-9913"},"institutions":[{"id":"https://openalex.org/I177064439","display_name":"Universit\u00e9 de Bourgogne","ror":"https://ror.org/03k1bsr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I177064439"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabrice Meriaudeau","raw_affiliation_strings":["ImViA/ITFIM, University of Burgundy, 21078 Dijon, France"],"affiliations":[{"raw_affiliation_string":"ImViA/ITFIM, University of Burgundy, 21078 Dijon, France","institution_ids":["https://openalex.org/I177064439"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071296491"],"corresponding_institution_ids":["https://openalex.org/I203899302"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.6123,"has_fulltext":true,"cited_by_count":73,"citation_normalized_percentile":{"value":0.95904561,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"20","issue":"11","first_page":"3183","last_page":"3183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9991999864578247,"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":0.9934999942779541,"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/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9929999709129333,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7669010758399963},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7368867993354797},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6667705774307251},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6661190986633301},{"id":"https://openalex.org/keywords/prostate","display_name":"Prostate","score":0.5531899333000183},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5266651511192322},{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.504292368888855},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48796147108078003},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4786202311515808},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.4510299265384674},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4208013415336609},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20164752006530762},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.09232285618782043}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7669010758399963},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7368867993354797},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6667705774307251},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6661190986633301},{"id":"https://openalex.org/C2776235491","wikidata":"https://www.wikidata.org/wiki/Q9625","display_name":"Prostate","level":3,"score":0.5531899333000183},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5266651511192322},{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.504292368888855},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48796147108078003},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4786202311515808},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.4510299265384674},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4208013415336609},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20164752006530762},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.09232285618782043},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011467","descriptor_name":"Prostate","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D011467","descriptor_name":"Prostate","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D011467","descriptor_name":"Prostate","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.3390/s20113183","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20113183","pdf_url":"https://www.mdpi.com/1424-8220/20/11/3183/pdf?version=1591752152","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:32503330","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32503330","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:HAL:hal-03527390v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03527390","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, 2020, 20 (11), pp.3183. &#x27E8;10.3390/s20113183&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:545aad31ba694a06bd84a22fcdf7527b","is_oa":true,"landing_page_url":"https://doaj.org/article/545aad31ba694a06bd84a22fcdf7527b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 20, Iss 11, p 3183 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/11/3183/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s20113183","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7309110","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7309110","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s20113183","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20113183","pdf_url":"https://www.mdpi.com/1424-8220/20/11/3183/pdf?version=1591752152","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.550000011920929}],"awards":[{"id":"https://openalex.org/G3067211987","display_name":null,"funder_award_id":"YUTP-FRG 015LC0-292","funder_id":"https://openalex.org/F4320329394","funder_display_name":"Yayasan UTP"},{"id":"https://openalex.org/G4500913604","display_name":null,"funder_award_id":"015LC0-292","funder_id":"https://openalex.org/F4320329394","funder_display_name":"Yayasan UTP"},{"id":"https://openalex.org/G4946586642","display_name":null,"funder_award_id":"YUTP-FRG 015LC0-292","funder_id":"https://openalex.org/F4320323380","funder_display_name":"Universiti Teknologi Petronas"},{"id":"https://openalex.org/G7121151352","display_name":null,"funder_award_id":"YUTP-FRG 015LC0-031","funder_id":"https://openalex.org/F4320329394","funder_display_name":"Yayasan UTP"}],"funders":[{"id":"https://openalex.org/F4320323380","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07"},{"id":"https://openalex.org/F4320329394","display_name":"Yayasan UTP","ror":null},{"id":"https://openalex.org/F4320330443","display_name":"Universitas Muhammadiyah Purwokerto","ror":"https://ror.org/03j32c418"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3033221365.pdf","grobid_xml":"https://content.openalex.org/works/W3033221365.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W31301531","https://openalex.org/W138069762","https://openalex.org/W1645564793","https://openalex.org/W1680392829","https://openalex.org/W1686810756","https://openalex.org/W1849277567","https://openalex.org/W1885456836","https://openalex.org/W1892627793","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1988998152","https://openalex.org/W1994158295","https://openalex.org/W2005129295","https://openalex.org/W2031489346","https://openalex.org/W2052617496","https://openalex.org/W2082526668","https://openalex.org/W2097117768","https://openalex.org/W2106033751","https://openalex.org/W2112468481","https://openalex.org/W2124539070","https://openalex.org/W2148143831","https://openalex.org/W2149933564","https://openalex.org/W2163595993","https://openalex.org/W2163605009","https://openalex.org/W2166628080","https://openalex.org/W2292862470","https://openalex.org/W2310992461","https://openalex.org/W2316200131","https://openalex.org/W2323200062","https://openalex.org/W2323868208","https://openalex.org/W2332066482","https://openalex.org/W2346062110","https://openalex.org/W2376871312","https://openalex.org/W2412782625","https://openalex.org/W2493683088","https://openalex.org/W2526009326","https://openalex.org/W2568526264","https://openalex.org/W2602594360","https://openalex.org/W2604785265","https://openalex.org/W2604790786","https://openalex.org/W2617517205","https://openalex.org/W2618530766","https://openalex.org/W2756258573","https://openalex.org/W2762363380","https://openalex.org/W2787091153","https://openalex.org/W2792466349","https://openalex.org/W2888969386","https://openalex.org/W2895926103","https://openalex.org/W2902190145","https://openalex.org/W2905562891","https://openalex.org/W2920206089","https://openalex.org/W2931452266","https://openalex.org/W2937483840","https://openalex.org/W2947273984","https://openalex.org/W2951841689","https://openalex.org/W2962914239","https://openalex.org/W2963881378","https://openalex.org/W2964309882","https://openalex.org/W2964334073","https://openalex.org/W2971419816","https://openalex.org/W2976255582","https://openalex.org/W2994637710","https://openalex.org/W3000696750","https://openalex.org/W3104258355","https://openalex.org/W4285719527","https://openalex.org/W6601318882","https://openalex.org/W6709308331","https://openalex.org/W7036217427"],"related_works":["https://openalex.org/W2591697403","https://openalex.org/W2944728705","https://openalex.org/W2904022177","https://openalex.org/W2359348847","https://openalex.org/W3011538607","https://openalex.org/W4294432981","https://openalex.org/W4321441197","https://openalex.org/W2953716828","https://openalex.org/W2469820710","https://openalex.org/W4321276295"],"abstract_inverted_index":{"In":[0,112,163],"this":[1,113],"paper,":[2],"we":[3,115],"present":[4],"an":[5,57],"evaluation":[6],"of":[7,14,42,50,64,74,88,98,119,124,146,156,207,232,238,245,294],"four":[8,26],"encoder-decoder":[9,120],"CNNs":[10,28,121,240],"in":[11,18,52,60,92,108,127,243],"the":[12,15,40,61,86,89,117,144,154,167,191,205,214,230,233,239,246,260,275,281,289],"segmentation":[13,41,87,101,123],"prostate":[16,51,65,75,90,99,104,109,125,161,215,295],"gland":[17,91,100,126],"T2W":[19,53,128],"magnetic":[20],"resonance":[21],"imaging":[22],"(MRI)":[23],"image.":[24],"The":[25,95,217,236],"selected":[27],"are":[29,102,140,186],"FCN,":[30,282],"SegNet,":[31,283],"U-Net,":[32],"and":[33,46,72,106,137,148,176,183,251,284],"DeepLabV3+,":[34],"which":[35],"was":[36],"originally":[37],"proposed":[38],"for":[39,122],"road":[43],"scene,":[44],"biomedical,":[45],"natural":[47],"images.":[48,94],"Segmentation":[49],"MRI":[54,93],"images":[55],"is":[56,197,210,221,241,274],"important":[58],"step":[59],"automatic":[62],"diagnosis":[63],"cancer":[66],"to":[67,84,142,165,172,177,189,199,266,280],"enable":[68],"better":[69],"lesion":[70],"detection":[71],"staging":[73],"cancer.":[76],"Therefore,":[77],"many":[78],"research":[79],"efforts":[80],"have":[81],"been":[82],"conducted":[83],"improve":[85,178],"main":[96],"challenges":[97],"blurry":[103],"boundary":[105],"variability":[107,150],"anatomical":[110],"structure.":[111],"work,":[114],"investigated":[116],"performance":[118,237,262],"MRI.":[129],"Image":[130],"pre-processing":[131],"techniques":[132],"including":[133],"image":[134],"resizing,":[135],"center-cropping":[136],"intensity":[138],"normalization":[139],"applied":[141,187],"address":[143],"issues":[145],"inter-patient":[147],"inter-scanner":[149],"as":[151,153],"well":[152],"issue":[155],"dominating":[157],"background":[158,208],"pixels":[159,209],"over":[160],"pixels.":[162,216],"addition,":[164],"enrich":[166],"network":[168],"with":[169,263],"more":[170],"data,":[171],"increase":[173],"data":[174,184],"variation,":[175],"its":[179],"accuracy,":[180],"patch":[181],"extraction":[182],"augmentation":[185],"prior":[188],"training":[190,231],"networks.":[192],"Furthermore,":[193],"class":[194,218],"weight":[195],"balancing":[196],"used":[198],"avoid":[200],"having":[201],"biased":[202],"networks":[203],"since":[204],"number":[206],"much":[211],"higher":[212],"than":[213],"imbalance":[219],"problem":[220],"solved":[222],"by":[223],"utilizing":[224],"weighted":[225],"cross-entropy":[226],"loss":[227],"function":[228],"during":[229],"CNN":[234],"model.":[235],"evaluated":[242],"terms":[244],"Dice":[247],"similarity":[248],"coefficient":[249],"(DSC)":[250],"our":[252],"experimental":[253],"results":[254],"show":[255],"that":[256,286],"patch-wise":[257],"DeepLabV3+":[258],"gives":[259],"best":[261],"DSC":[264,277],"equal":[265],"92":[267],".":[268,271],"8":[269],"%":[270],"This":[272],"value":[273],"highest":[276],"score":[278],"compared":[279],"U-Net":[285],"also":[287],"competed":[288],"recently":[290],"published":[291],"state-of-the-art":[292],"method":[293],"segmentation.":[296]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
