{"id":"https://openalex.org/W2970573185","doi":"https://doi.org/10.1007/978-3-030-30241-2_31","title":"Comparison of Conventional and Deep Learning Based Methods for Pulmonary Nodule Segmentation in CT Images","display_name":"Comparison of Conventional and Deep Learning Based Methods for Pulmonary Nodule Segmentation in CT Images","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2970573185","doi":"https://doi.org/10.1007/978-3-030-30241-2_31","mag":"2970573185"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-30241-2_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-30241-2_31","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/A5011874699","display_name":"Joana Rocha","orcid":"https://orcid.org/0000-0002-4856-138X"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Joana Rocha","raw_affiliation_strings":["Faculdade de Engenharia, Universidade do Porto, FEUP Campus, Dr. Roberto Frias 4200-465, Porto, Portugal","INESC TEC \u2013 INESC Technology and Science, FEUP Campus, Dr. Roberto Frias 4200-465, Porto, Portugal","Faculdade de Engenharia, Universidade do Porto, Porto, Portugal","INESC TEC \u2013 INESC Technology and Science, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculdade de Engenharia, Universidade do Porto, FEUP Campus, Dr. Roberto Frias 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"INESC TEC \u2013 INESC Technology and Science, FEUP Campus, Dr. Roberto Frias 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"Faculdade de Engenharia, Universidade do Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"INESC TEC \u2013 INESC Technology and Science, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103099779","display_name":"A. Cunha","orcid":"https://orcid.org/0000-0002-3458-7693"},"institutions":[{"id":"https://openalex.org/I155381812","display_name":"University of Tr\u00e1s-os-Montes and Alto Douro","ror":"https://ror.org/03qc8vh97","country_code":"PT","type":"education","lineage":["https://openalex.org/I155381812"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ant\u00f3nio Cunha","raw_affiliation_strings":["INESC TEC \u2013 INESC Technology and Science, FEUP Campus, Dr. Roberto Frias 4200-465, Porto, Portugal","Universidade de Tr\u00e1s-os-Montes e Alto Douro, Quinta de Prados, 5001-801, Vila Real, Portugal","INESC TEC \u2013 INESC Technology and Science, Porto, Portugal","Universidade de Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC TEC \u2013 INESC Technology and Science, FEUP Campus, Dr. Roberto Frias 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"Universidade de Tr\u00e1s-os-Montes e Alto Douro, Quinta de Prados, 5001-801, Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812"]},{"raw_affiliation_string":"INESC TEC \u2013 INESC Technology and Science, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"Universidade de Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020399763","display_name":"Ana Maria Mendonc\u0328a","orcid":"https://orcid.org/0000-0002-4319-738X"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana Maria Mendon\u00e7a","raw_affiliation_strings":["Faculdade de Engenharia, Universidade do Porto, FEUP Campus, Dr. Roberto Frias 4200-465, Porto, Portugal","INESC TEC \u2013 INESC Technology and Science, FEUP Campus, Dr. Roberto Frias 4200-465, Porto, Portugal","INESC TEC \u2013 INESC Technology and Science, Porto, Portugal","Faculdade de Engenharia, Universidade do Porto, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculdade de Engenharia, Universidade do Porto, FEUP Campus, Dr. Roberto Frias 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"INESC TEC \u2013 INESC Technology and Science, FEUP Campus, Dr. Roberto Frias 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"INESC TEC \u2013 INESC Technology and Science, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"Faculdade de Engenharia, Universidade do Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011874699"],"corresponding_institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210166615"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.1425,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.96404399,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"361","last_page":"371"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9994000196456909,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9994000196456909,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9984999895095825,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9915000200271606,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8285782337188721},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6484724283218384},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5814191102981567},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5499408841133118},{"id":"https://openalex.org/keywords/nodule","display_name":"Nodule (geology)","score":0.5013949871063232},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44292616844177246},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3667968213558197},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.037801891565322876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8285782337188721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6484724283218384},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5814191102981567},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5499408841133118},{"id":"https://openalex.org/C2776731575","wikidata":"https://www.wikidata.org/wiki/Q2916245","display_name":"Nodule (geology)","level":2,"score":0.5013949871063232},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44292616844177246},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3667968213558197},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.037801891565322876},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-30241-2_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-30241-2_31","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"},{"id":"pmh:oai:repositorio-aberto.up.pt:10216/129238","is_oa":false,"landing_page_url":"https://hdl.handle.net/10216/129238","pdf_url":null,"source":{"id":"https://openalex.org/S4306401934","display_name":"Open Repository of the University of Porto (University of Porto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I182534213","host_organization_name":"Universidade do Porto","host_organization_lineage":["https://openalex.org/I182534213"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Artigo em Livro de Atas de Confer\u00eancia Internacional"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7900000214576721,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1576741510","https://openalex.org/W1901129140","https://openalex.org/W2133147610","https://openalex.org/W2155561710","https://openalex.org/W2280957887","https://openalex.org/W2592929672","https://openalex.org/W2732063980","https://openalex.org/W2736282206","https://openalex.org/W2795329967","https://openalex.org/W2900088313","https://openalex.org/W3102253946"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W1964806738","https://openalex.org/W4243779904","https://openalex.org/W2332066440","https://openalex.org/W4377691549","https://openalex.org/W2056973590","https://openalex.org/W2611989081","https://openalex.org/W3164196203","https://openalex.org/W4230611425","https://openalex.org/W2731899572"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}