{"id":"https://openalex.org/W2145661921","doi":"https://doi.org/10.1109/tmi.2011.2138152","title":"Robust Brain Extraction Across Datasets and Comparison With Publicly Available Methods","display_name":"Robust Brain Extraction Across Datasets and Comparison With Publicly Available Methods","publication_year":2011,"publication_date":"2011-04-06","ids":{"openalex":"https://openalex.org/W2145661921","doi":"https://doi.org/10.1109/tmi.2011.2138152","mag":"2145661921","pmid":"https://pubmed.ncbi.nlm.nih.gov/21880566"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2011.2138152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2011.2138152","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5054888342","display_name":"Juan Eugenio Iglesias","orcid":"https://orcid.org/0000-0001-7569-173X"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. E. Iglesias","raw_affiliation_strings":["Department of Biomedical Engineering, University of California-Los Angeles, Los Angeles, CA 90024, USA. jeiglesias@ucla.edu","Dept. of Biomed. Eng., Univ. of California, Los Angeles, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of California-Los Angeles, Los Angeles, CA 90024, USA. jeiglesias@ucla.edu","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Dept. of Biomed. Eng., Univ. of California, Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101940197","display_name":"Chengyi Liu","orcid":"https://orcid.org/0009-0002-8940-9787"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheng-Yi Liu","raw_affiliation_strings":["Laboratory of Neuro Imaging (LONI), University of California, Los Angeles, Los Angeles, CA, USA","Lab. of Neuro Imaging (LONI), Univ. of California-Los Angeles, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Neuro Imaging (LONI), University of California, Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Lab. of Neuro Imaging (LONI), Univ. of California-Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100606557","display_name":"Paul M. Thompson","orcid":"https://orcid.org/0000-0002-4720-8867"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P. M. Thompson","raw_affiliation_strings":["Laboratory of Neuro Imaging (LONI), University of California, Los Angeles, Los Angeles, CA, USA","Lab. of Neuro Imaging (LONI), Univ. of California-Los Angeles, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Neuro Imaging (LONI), University of California, Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Lab. of Neuro Imaging (LONI), Univ. of California-Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001760915","display_name":"Zhuowen Tu","orcid":"https://orcid.org/0000-0002-1900-2124"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhuowen Tu","raw_affiliation_strings":["Laboratory of Neuro Imaging (LONI), University of California, Los Angeles, Los Angeles, CA, USA","Lab. of Neuro Imaging (LONI), Univ. of California-Los Angeles, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Neuro Imaging (LONI), University of California, Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Lab. of Neuro Imaging (LONI), Univ. of California-Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I161318765"],"apc_list":null,"apc_paid":null,"fwci":15.7056,"has_fulltext":false,"cited_by_count":608,"citation_normalized_percentile":{"value":0.99340447,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"30","issue":"9","first_page":"1617","last_page":"1634"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9983000159263611,"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/discriminative-model","display_name":"Discriminative model","score":0.8528369665145874},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7521300911903381},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7166789174079895},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7040049433708191},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.6595989465713501},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6059579849243164},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6013345718383789},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4412868916988373},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4274020791053772},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3886522650718689},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.29908740520477295}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8528369665145874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7521300911903381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7166789174079895},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7040049433708191},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.6595989465713501},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6059579849243164},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6013345718383789},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4412868916988373},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4274020791053772},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3886522650718689},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.29908740520477295},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001330","descriptor_name":"Electronic Data Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001330","descriptor_name":"Electronic Data Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001330","descriptor_name":"Electronic Data Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003628","descriptor_name":"Database Management Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003628","descriptor_name":"Database Management Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003628","descriptor_name":"Database Management Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"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":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008953","descriptor_name":"Models, Anatomic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008953","descriptor_name":"Models, Anatomic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008953","descriptor_name":"Models, Anatomic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2011.2138152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2011.2138152","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:21880566","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/21880566","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":"IEEE transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G62885983","display_name":null,"funder_award_id":"U54 RR021813","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G8546609974","display_name":null,"funder_award_id":"P41 RR013642","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"}],"funders":[{"id":"https://openalex.org/F4320337375","display_name":"National Center for Research Resources","ror":"https://ror.org/04pw6fb54"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W79315950","https://openalex.org/W142845199","https://openalex.org/W1534408902","https://openalex.org/W1550555490","https://openalex.org/W1573386842","https://openalex.org/W1576648105","https://openalex.org/W1590120963","https://openalex.org/W1875061881","https://openalex.org/W1972731016","https://openalex.org/W1989806566","https://openalex.org/W1991258631","https://openalex.org/W1995622889","https://openalex.org/W1997320786","https://openalex.org/W2003170314","https://openalex.org/W2014915963","https://openalex.org/W2019346246","https://openalex.org/W2038952578","https://openalex.org/W2045898750","https://openalex.org/W2071881327","https://openalex.org/W2083099567","https://openalex.org/W2091015108","https://openalex.org/W2091073327","https://openalex.org/W2097109632","https://openalex.org/W2099530880","https://openalex.org/W2104066896","https://openalex.org/W2111128326","https://openalex.org/W2113137767","https://openalex.org/W2121014637","https://openalex.org/W2126043693","https://openalex.org/W2129018774","https://openalex.org/W2133287637","https://openalex.org/W2142445683","https://openalex.org/W2146932984","https://openalex.org/W2150265050","https://openalex.org/W2151050383","https://openalex.org/W2153810084","https://openalex.org/W2156851564","https://openalex.org/W2157270343","https://openalex.org/W2157848968","https://openalex.org/W2160698381","https://openalex.org/W2164774194","https://openalex.org/W2169952919","https://openalex.org/W2309471314","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W3099514962","https://openalex.org/W4205158112","https://openalex.org/W4212883601","https://openalex.org/W4238712382","https://openalex.org/W4254510799","https://openalex.org/W6634287986","https://openalex.org/W6634534800","https://openalex.org/W6651013380","https://openalex.org/W6662274105","https://openalex.org/W6683164281","https://openalex.org/W6819992333"],"related_works":["https://openalex.org/W2093104230","https://openalex.org/W4390874210","https://openalex.org/W4384918963","https://openalex.org/W2128027845","https://openalex.org/W4386184937","https://openalex.org/W1493875009","https://openalex.org/W4388844349","https://openalex.org/W2105231718","https://openalex.org/W2153939756","https://openalex.org/W2019680624"],"abstract_inverted_index":{"Automatic":[0],"whole-brain":[1],"extraction":[2,99],"from":[3,204],"magnetic":[4],"resonance":[5],"images":[6],"(MRI),":[7],"also":[8],"known":[9],"as":[10],"skull":[11,40],"stripping,":[12],"is":[13,30,49,119,133,143,149,157,175,187],"a":[14,95,105,108,120,134,146,205,211,217,254,261],"key":[15],"component":[16],"in":[17,25,59,176,250],"most":[18],"neuroimage":[19],"pipelines.":[20],"As":[21],"the":[22,26,33,37,47,60,69,82,113,127,130,141,152,154,161,168,172,182,185,194],"first":[23],"element":[24],"chain,":[27],"its":[28],"robustness":[29,215],"critical":[31],"for":[32,279],"overall":[34],"performance":[35,64,277],"of":[36,214,219,257],"system.":[38],"Many":[39,57],"stripping":[41],"methods":[42,231],"have":[43,62],"been":[44],"proposed,":[45],"but":[46,75,208],"problem":[48],"not":[50,178],"considered":[51],"to":[52,77,111,125,151,159,167,192],"be":[53],"completely":[54],"solved":[55],"yet.":[56],"systems":[58],"literature":[61],"good":[63],"on":[65,216,239],"certain":[66],"datasets":[67,70,243],"(mostly":[68],"they":[71,209],"were":[72,199],"trained/tuned":[73],"on),":[74],"fail":[76],"produce":[78],"satisfactory":[79],"results":[80,270],"when":[81],"acquisition":[83,258],"conditions":[84],"or":[85],"study":[86],"populations":[87],"are":[88],"different.":[89],"In":[90],"this":[91],"paper":[92],"we":[93],"introduce":[94],"robust,":[96],"learning-based":[97],"brain":[98,128],"system":[100],"(ROBEX).":[101],"The":[102,116,269],"method":[103],"combines":[104],"discriminative":[106,117,169],"and":[107,237,246,260],"generative":[109,131,155,183],"model":[110,118,132,137,156],"achieve":[112,210],"final":[114,195],"result.":[115],"Random":[121],"Forest":[122],"classifier":[123],"trained":[124,200],"detect":[126],"boundary;":[129],"point":[135],"distribution":[136],"that":[138,140,252,272],"ensures":[139],"result":[142],"plausible.":[144],"When":[145],"new":[147],"image":[148],"presented":[150],"system,":[153],"explored":[158],"find":[160],"contour":[162,186],"with":[163,225],"highest":[164],"likelihood":[165],"according":[166],"model.":[170],"Because":[171],"target":[173],"shape":[174],"general":[177],"perfectly":[179],"represented":[180],"by":[181],"model,":[184],"refined":[188],"using":[189,201],"graph":[190],"cuts":[191],"obtain":[193],"segmentation.":[196],"Both":[197],"models":[198],"92":[202],"scans":[203,249],"proprietary":[206],"dataset":[207],"high":[212],"degree":[213],"variety":[218],"other":[220,227],"datasets.":[221],"ROBEX":[222,273],"was":[223],"compared":[224],"six":[226],"popular,":[228],"publicly":[229,241],"available":[230,242],"(BET,":[232],"BSE,":[233],"FreeSurfer,":[234],"AFNI,":[235],"BridgeBurner,":[236],"GCUT)":[238],"three":[240],"(IBSR,":[244],"LPBA40,":[245],"OASIS,":[247],"137":[248],"total)":[251],"include":[253],"wide":[255],"range":[256],"hardware":[259],"highly":[262],"variable":[263],"population":[264],"(different":[265],"age":[266],"groups,":[267],"healthy/diseased).":[268],"show":[271],"provides":[274],"significantly":[275],"improved":[276],"measures":[278],"almost":[280],"every":[281],"method/dataset":[282],"combination.":[283]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":31},{"year":2024,"cited_by_count":48},{"year":2023,"cited_by_count":62},{"year":2022,"cited_by_count":50},{"year":2021,"cited_by_count":70},{"year":2020,"cited_by_count":68},{"year":2019,"cited_by_count":67},{"year":2018,"cited_by_count":48},{"year":2017,"cited_by_count":28},{"year":2016,"cited_by_count":33},{"year":2015,"cited_by_count":28},{"year":2014,"cited_by_count":23},{"year":2013,"cited_by_count":15},{"year":2012,"cited_by_count":20}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
