{"id":"https://openalex.org/W2968669470","doi":"https://doi.org/10.1117/12.2548622","title":"Generalizing deep whole brain segmentation for pediatric and post-contrast MRI with augmented transfer learning","display_name":"Generalizing deep whole brain segmentation for pediatric and post-contrast MRI with augmented transfer learning","publication_year":2020,"publication_date":"2020-03-10","ids":{"openalex":"https://openalex.org/W2968669470","doi":"https://doi.org/10.1117/12.2548622","mag":"2968669470","pmid":"https://pubmed.ncbi.nlm.nih.gov/34040280"},"language":"en","primary_location":{"id":"doi:10.1117/12.2548622","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2548622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2020: Image Processing","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1908.04702","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077742771","display_name":"Camilo Bermudez","orcid":"https://orcid.org/0000-0002-9461-5094"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Camilo Bermudez","raw_affiliation_strings":["Vanderbilt Univ. (United States)","Department of Biomedical Engineering, Vanderbilt University, 2201 West End Ave, Nashville, TN, USA 37235"],"affiliations":[{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Vanderbilt University, 2201 West End Ave, Nashville, TN, USA 37235","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089965397","display_name":"Justin A. Blaber","orcid":null},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Justin Blaber","raw_affiliation_strings":["Vanderbilt Univ. (United States)","Department of Electrical Engineering, Vanderbilt University, 2201 West End Ave, Nashville, TN, USA 37235"],"affiliations":[{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Department of Electrical Engineering, Vanderbilt University, 2201 West End Ave, Nashville, TN, USA 37235","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010406734","display_name":"Samuel W. Remedios","orcid":"https://orcid.org/0000-0001-8634-8128"},"institutions":[{"id":"https://openalex.org/I4210100506","display_name":"Jackson Foundation","ror":"https://ror.org/00jkq3860","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210100506"]},{"id":"https://openalex.org/I1280259254","display_name":"Henry M. Jackson Foundation","ror":"https://ror.org/04q9tew83","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1280259254"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel W. Remedios","raw_affiliation_strings":["Henry M. Jackson Foundation (United States)","Center for Neuroscience and Regenerative Medicine, Henry Jackson Foundation, 6720A Rockledge Dr, Bethesda MD 20817"],"affiliations":[{"raw_affiliation_string":"Henry M. Jackson Foundation (United States)","institution_ids":["https://openalex.org/I4210100506","https://openalex.org/I1280259254"]},{"raw_affiliation_string":"Center for Neuroscience and Regenerative Medicine, Henry Jackson Foundation, 6720A Rockledge Dr, Bethesda MD 20817","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050057115","display_name":"Jess E. Reynolds","orcid":"https://orcid.org/0000-0001-7964-6645"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jess E. Reynolds","raw_affiliation_strings":["Univ. of Calgary (Canada)","Department of Radiology, University of Calgary, 28 Oki Dr, Calgary, Alberta, Canada"],"affiliations":[{"raw_affiliation_string":"Univ. of Calgary (Canada)","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Department of Radiology, University of Calgary, 28 Oki Dr, Calgary, Alberta, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043095653","display_name":"Catherine Lebel","orcid":"https://orcid.org/0000-0002-0344-4032"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Catherine Lebel","raw_affiliation_strings":["Univ. of Calgary (Canada)","Department of Radiology, University of Calgary, 28 Oki Dr, Calgary, Alberta, Canada"],"affiliations":[{"raw_affiliation_string":"Univ. of Calgary (Canada)","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Department of Radiology, University of Calgary, 28 Oki Dr, Calgary, Alberta, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078073257","display_name":"Maureen McHugo","orcid":"https://orcid.org/0000-0001-8956-0087"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maureen McHugo","raw_affiliation_strings":["Vanderbilt Univ. Medical Ctr. (United States)","Department of Psychiatry, Vanderbilt University Medical Center; 1211 Medical Center Dr, Nashville, TN, USA 37235"],"affiliations":[{"raw_affiliation_string":"Vanderbilt Univ. Medical Ctr. (United States)","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Department of Psychiatry, Vanderbilt University Medical Center; 1211 Medical Center Dr, Nashville, TN, USA 37235","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039198415","display_name":"Stephan Heckers","orcid":"https://orcid.org/0000-0003-3601-9910"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephan Heckers","raw_affiliation_strings":["Vanderbilt Univ. Medical Ctr. (United States)","Department of Psychiatry, Vanderbilt University Medical Center; 1211 Medical Center Dr, Nashville, TN, USA 37235"],"affiliations":[{"raw_affiliation_string":"Vanderbilt Univ. Medical Ctr. (United States)","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Department of Psychiatry, Vanderbilt University Medical Center; 1211 Medical Center Dr, Nashville, TN, USA 37235","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067191302","display_name":"Yuankai Huo","orcid":"https://orcid.org/0000-0002-2096-8065"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuankai Huo","raw_affiliation_strings":["Vanderbilt Univ. (United States)","Department of Electrical Engineering, Vanderbilt University, 2201 West End Ave, Nashville, TN, USA 37235"],"affiliations":[{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Department of Electrical Engineering, Vanderbilt University, 2201 West End Ave, Nashville, TN, USA 37235","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075735203","display_name":"Bennett A. Landman","orcid":"https://orcid.org/0000-0001-5733-2127"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bennett A. Landman","raw_affiliation_strings":["Vanderbilt Univ. (United States)","Department of Biomedical Engineering, Vanderbilt University, 2201 West End Ave, Nashville, TN, USA 37235"],"affiliations":[{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Vanderbilt University, 2201 West End Ave, Nashville, TN, USA 37235","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5077742771"],"corresponding_institution_ids":["https://openalex.org/I200719446"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.00260261,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11313","issue":null,"first_page":"20","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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":0.9987999796867371,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9970999956130981,"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/generalizability-theory","display_name":"Generalizability theory","score":0.8674411773681641},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.7396671175956726},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.677386462688446},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6585463881492615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6231755614280701},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6109778881072998},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6000933647155762},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5256487131118774},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.46232062578201294},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.45642632246017456},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4510282576084137},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44515591859817505},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16722306609153748},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14946091175079346},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.14263612031936646},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12926912307739258}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8674411773681641},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.7396671175956726},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.677386462688446},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6585463881492615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6231755614280701},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6109778881072998},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6000933647155762},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5256487131118774},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.46232062578201294},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.45642632246017456},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4510282576084137},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44515591859817505},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16722306609153748},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14946091175079346},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.14263612031936646},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12926912307739258},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1117/12.2548622","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2548622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2020: Image Processing","raw_type":"proceedings-article"},{"id":"pmid:34040280","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34040280","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":"Proceedings of SPIE--the International Society for Optical Engineering","raw_type":null},{"id":"pmh:oai:arXiv.org:1908.04702","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1908.04702","pdf_url":"https://arxiv.org/pdf/1908.04702","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2968669470","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/1908.04702.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8148607","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8148607","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc SPIE Int Soc Opt Eng","raw_type":"Text"},{"id":"doi:10.48550/arxiv.1908.04702","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1908.04702","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1908.04702","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1908.04702","pdf_url":"https://arxiv.org/pdf/1908.04702","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306230","display_name":"American Heart Association","ror":"https://ror.org/013kjyp64"},{"id":"https://openalex.org/F4320308927","display_name":"Patient-Centered Outcomes Research Institute","ror":"https://ror.org/014q65q44"},{"id":"https://openalex.org/F4320309151","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34"},{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320309599","display_name":"Vanderbilt Institute for Clinical and Translational Research","ror":"https://ror.org/02vm5rt34"},{"id":"https://openalex.org/F4320313998","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74"},{"id":"https://openalex.org/F4320316438","display_name":"Georgia Clinical and Translational Science Alliance","ror":null},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"},{"id":"https://openalex.org/F4320337375","display_name":"National Center for Research Resources","ror":"https://ror.org/04pw6fb54"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2968669470.pdf","grobid_xml":"https://content.openalex.org/works/W2968669470.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1667869507","https://openalex.org/W1954335072","https://openalex.org/W1966917036","https://openalex.org/W1978688988","https://openalex.org/W2018662705","https://openalex.org/W2050590295","https://openalex.org/W2078237160","https://openalex.org/W2116342892","https://openalex.org/W2126974689","https://openalex.org/W2133485604","https://openalex.org/W2141041835","https://openalex.org/W2143973889","https://openalex.org/W2150534249","https://openalex.org/W2538808881","https://openalex.org/W2592231708","https://openalex.org/W2592929672","https://openalex.org/W2763323349","https://openalex.org/W2805286497","https://openalex.org/W2899771611","https://openalex.org/W2949384063","https://openalex.org/W2952825522","https://openalex.org/W2962900979"],"related_works":["https://openalex.org/W3182069654","https://openalex.org/W3115573637","https://openalex.org/W2810483832","https://openalex.org/W3034514764","https://openalex.org/W3009445070","https://openalex.org/W3101647981","https://openalex.org/W2971488968","https://openalex.org/W2970459281","https://openalex.org/W1605218991","https://openalex.org/W3010579305","https://openalex.org/W3049636721","https://openalex.org/W2967041024","https://openalex.org/W2972429586","https://openalex.org/W2914245728","https://openalex.org/W3011950802","https://openalex.org/W3185072979","https://openalex.org/W3198017651","https://openalex.org/W3003231579","https://openalex.org/W2941068715","https://openalex.org/W2900080494"],"abstract_inverted_index":{"Generalizability":[0],"is":[1,66,80],"an":[2],"important":[3],"problem":[4],"in":[5,10,19,60,104],"deep":[6],"neural":[7,72],"networks,":[8],"especially":[9],"the":[11,14,26,71,89,105,145,169,175,184,193,229,235],"context":[12,106],"of":[13,16,51,57,86,107,129,139,158,168,188],"variability":[15],"data":[17,98,195,242],"acquisition":[18,153],"clinical":[20],"magnetic":[21],"resonance":[22],"imaging":[23],"(MRI).":[24],"Recently,":[25],"Spatially":[27],"Localized":[28],"Atlas":[29],"Network":[30],"Tiles":[31],"(SLANT)":[32],"approach":[33],"has":[34],"been":[35],"shown":[36],"to":[37,69,83,100,110,144,174,246],"effectively":[38],"segment":[39],"whole":[40],"brain":[41],"non-contrast":[42],"T1w":[43,127,164],"MRI":[44,128],"with":[45,125,132,154,190,197,234],"132":[46],"volumetric":[47,58,135],"labels.":[48],"Enhancing":[49],"generalizability":[50],"SLANT":[52,109,189],"would":[53],"enable":[54],"broader":[55],"application":[56],"assessment":[59],"multi-site":[61],"studies.":[62],"Transfer":[63],"learning":[64,239],"(TL)":[65],"commonly":[67,81],"used":[68],"update":[70],"network":[73],"weights":[74],"for":[75,123,152],"local":[76],"factors;":[77],"yet,":[78],"it":[79],"recognized":[82],"risk":[84],"degradation":[85],"performance":[87,211,227],"on":[88,228],"original":[90,185,199,230],"validation/test":[91],"cohorts.":[92],"Here,":[93],"we":[94,121,150,182],"explore":[95],"TL":[96,186],"by":[97],"augmentation":[99,243],"address":[101],"these":[102],"concerns":[103],"adapting":[108],"anatomical":[111],"variation":[112],"and":[113,137,160,166,200],"scanning":[114],"protocol.":[115],"We":[116],"consider":[117],"two":[118],"datasets:":[119],"First,":[120],"optimize":[122,151],"age":[124],"30":[126],"young":[130],"children":[131],"manually":[133,146],"corrected":[134],"labels,":[136],"accuracy":[138,167],"automated":[140,177],"segmentation":[141],"defined":[142],"relative":[143,173],"provided":[147],"truth.":[148],"Second,":[149],"36":[155],"paired":[156],"datasets":[157],"pre-":[159],"post-contrast":[161,170],"clinically":[162],"acquired":[163],"MRI,":[165],"segmentations":[171],"assessed":[172],"pre-contrast":[176],"assessment.":[178],"For":[179],"both":[180,198,206],"studies,":[181],"augment":[183],"step":[187],"either":[191],"only":[192,237],"new":[194,201],"or":[196],"data.":[202],"Over":[203],"baseline":[204],"SLANT,":[205],"approaches":[207],"yielded":[208],"significantly":[209],"improved":[210],"(signed":[212],"rank":[213],"tests;":[214],"pediatric:":[215],"0.89":[216],"vs.":[217],"0.82":[218],"DSC,":[219],"p&lt;0.001;":[220],"contrast:":[221],"0.80":[222],"vs":[223],"0.76,":[224],"p&lt;0.001).":[225],"The":[226],"test":[231],"set":[232],"decreased":[233],"new-data":[236],"transfer":[238,248],"approach,":[240],"so":[241],"was":[244],"superior":[245],"strict":[247],"learning.":[249]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}
