{"id":"https://openalex.org/W2891795730","doi":"https://doi.org/10.1007/978-3-030-00946-5_20","title":"Transfer Learning for Segmentation of Injured Lungs Using Coarse-to-Fine Convolutional Neural Networks","display_name":"Transfer Learning for Segmentation of Injured Lungs Using Coarse-to-Fine Convolutional Neural Networks","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2891795730","doi":"https://doi.org/10.1007/978-3-030-00946-5_20","mag":"2891795730"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-00946-5_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00946-5_20","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/A5080161335","display_name":"Sarah E. Gerard","orcid":"https://orcid.org/0000-0001-8101-3150"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sarah E. Gerard","raw_affiliation_strings":["Department of Biomedical Engineering, The University of Iowa, Iowa City, IA, 52242, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, The University of Iowa, Iowa City, IA, 52242, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064511632","display_name":"Jacob Herrmann","orcid":"https://orcid.org/0000-0001-5046-5592"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacob Herrmann","raw_affiliation_strings":["Department of Anesthesia, The University of Iowa, Iowa City, IA, 52242, USA","Department of Biomedical Engineering, The University of Iowa, Iowa City, IA, 52242, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesia, The University of Iowa, Iowa City, IA, 52242, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"Department of Biomedical Engineering, The University of Iowa, Iowa City, IA, 52242, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016079340","display_name":"David W. Kaczka","orcid":"https://orcid.org/0000-0003-4378-5242"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David W. Kaczka","raw_affiliation_strings":["Department of Anesthesia, The University of Iowa, Iowa City, IA, 52242, USA","Department of Biomedical Engineering, The University of Iowa, Iowa City, IA, 52242, USA","Department of Radiology, The University of Iowa, Iowa City, IA, 52242, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesia, The University of Iowa, Iowa City, IA, 52242, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"Department of Biomedical Engineering, The University of Iowa, Iowa City, IA, 52242, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"Department of Radiology, The University of Iowa, Iowa City, IA, 52242, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066017625","display_name":"Joseph M. Reinhardt","orcid":"https://orcid.org/0000-0003-3526-3591"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph M. Reinhardt","raw_affiliation_strings":["Department of Biomedical Engineering, The University of Iowa, Iowa City, IA, 52242, USA","Department of Radiology, The University of Iowa, Iowa City, IA, 52242, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, The University of Iowa, Iowa City, IA, 52242, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"Department of Radiology, The University of Iowa, Iowa City, IA, 52242, USA","institution_ids":["https://openalex.org/I126307644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080161335"],"corresponding_institution_ids":["https://openalex.org/I126307644"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.3505,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.94973908,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"191","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9991999864578247,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9991999864578247,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9965999722480774,"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":0.992900013923645,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8107658624649048},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7932872772216797},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7823886871337891},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7626725435256958},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7164589166641235},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7162752151489258},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5759057402610779},{"id":"https://openalex.org/keywords/computed-tomographic","display_name":"Computed tomographic","score":0.42900604009628296},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4176441729068756},{"id":"https://openalex.org/keywords/acute-respiratory-distress","display_name":"Acute respiratory distress","score":0.41276177763938904},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3473299741744995},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.3000681698322296},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.22847118973731995},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.17752856016159058},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15860900282859802}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8107658624649048},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7932872772216797},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7823886871337891},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7626725435256958},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7164589166641235},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7162752151489258},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5759057402610779},{"id":"https://openalex.org/C2985771010","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomographic","level":3,"score":0.42900604009628296},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4176441729068756},{"id":"https://openalex.org/C2909621147","wikidata":"https://www.wikidata.org/wiki/Q344873","display_name":"Acute respiratory distress","level":3,"score":0.41276177763938904},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3473299741744995},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.3000681698322296},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.22847118973731995},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.17752856016159058},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15860900282859802},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-00946-5_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00946-5_20","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1165382972","https://openalex.org/W1533861849","https://openalex.org/W1901129140","https://openalex.org/W2036390026","https://openalex.org/W2082907106","https://openalex.org/W2112796928","https://openalex.org/W2119360734","https://openalex.org/W2138201056","https://openalex.org/W2140775860","https://openalex.org/W2161912327","https://openalex.org/W2163605009","https://openalex.org/W2346062110","https://openalex.org/W2395611524","https://openalex.org/W2524508118","https://openalex.org/W2606882619","https://openalex.org/W2624767455","https://openalex.org/W2793444752","https://openalex.org/W2887477052","https://openalex.org/W3100175091","https://openalex.org/W3100555247"],"related_works":["https://openalex.org/W3183901164","https://openalex.org/W2951211570","https://openalex.org/W3176438653","https://openalex.org/W3135818718","https://openalex.org/W4290188444","https://openalex.org/W3167935049","https://openalex.org/W3003905048","https://openalex.org/W2253429366","https://openalex.org/W3127975138","https://openalex.org/W25884120"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4}],"updated_date":"2026-03-26T15:22:09.906841","created_date":"2025-10-10T00:00:00"}
