{"id":"https://openalex.org/W2136478937","doi":"https://doi.org/10.1109/isbi.2011.5872414","title":"Towards a deep learning approach to brain parcellation","display_name":"Towards a deep learning approach to brain parcellation","publication_year":2011,"publication_date":"2011-03-01","ids":{"openalex":"https://openalex.org/W2136478937","doi":"https://doi.org/10.1109/isbi.2011.5872414","mag":"2136478937"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2011.5872414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2011.5872414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"},"type":"article","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/A5018312938","display_name":"Noah Lee","orcid":"https://orcid.org/0009-0005-5470-3291"},"institutions":[{"id":"https://openalex.org/I33086117","display_name":"New York Psychoanalytic Society and Institute","ror":"https://ror.org/05azenf09","country_code":"US","type":"other","lineage":["https://openalex.org/I33086117"]},{"id":"https://openalex.org/I4388891851","display_name":"New York State Psychiatric Institute","ror":"https://ror.org/04aqjf708","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4388891851"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Noah Lee","raw_affiliation_strings":["Columbia University, New York State Psychiatric Institute, New York, NY, USA","Department of Biomedical Engineering, Columbia University, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Columbia University, New York State Psychiatric Institute, New York, NY, USA","institution_ids":["https://openalex.org/I33086117","https://openalex.org/I78577930","https://openalex.org/I4388891851"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090489079","display_name":"Andrew F. Laine","orcid":"https://orcid.org/0000-0003-3797-0628"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew F. Laine","raw_affiliation_strings":["Department of Biomedical Engineering, Columbia University, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086127905","display_name":"Arno Klein","orcid":"https://orcid.org/0000-0002-0707-2889"},"institutions":[{"id":"https://openalex.org/I33086117","display_name":"New York Psychoanalytic Society and Institute","ror":"https://ror.org/05azenf09","country_code":"US","type":"other","lineage":["https://openalex.org/I33086117"]},{"id":"https://openalex.org/I4388891851","display_name":"New York State Psychiatric Institute","ror":"https://ror.org/04aqjf708","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4388891851"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arno Klein","raw_affiliation_strings":["Columbia University, New York State Psychiatric Institute, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Columbia University, New York State Psychiatric Institute, New York, NY, USA","institution_ids":["https://openalex.org/I33086117","https://openalex.org/I78577930","https://openalex.org/I4388891851"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5234,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.71069779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"321","last_page":"324"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9966999888420105,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9966999888420105,"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":0.9932000041007996,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.8149412870407104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7329212427139282},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6765879392623901},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.5719013214111328},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5162575244903564},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46905946731567383},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.46568432450294495},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.45397117733955383},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44543272256851196},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4398425221443176},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.43009334802627563},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19664475321769714},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.13756388425827026}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8149412870407104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7329212427139282},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6765879392623901},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.5719013214111328},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5162575244903564},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46905946731567383},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.46568432450294495},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.45397117733955383},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44543272256851196},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4398425221443176},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.43009334802627563},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19664475321769714},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13756388425827026},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2011.5872414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2011.5872414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2026887851","https://openalex.org/W2112796928","https://openalex.org/W2152175008","https://openalex.org/W2153628642","https://openalex.org/W2546191734","https://openalex.org/W2613634265"],"related_works":["https://openalex.org/W3208297503","https://openalex.org/W3119773509","https://openalex.org/W2889153461","https://openalex.org/W2964117661","https://openalex.org/W4388405611","https://openalex.org/W2619127353","https://openalex.org/W3199964822","https://openalex.org/W4232132981","https://openalex.org/W4238046985","https://openalex.org/W3164948662"],"abstract_inverted_index":{"Establishing":[0],"correspondences":[1],"across":[2],"structural":[3],"and":[4,15,21,44],"functional":[5],"brain":[6,64,79,99],"images":[7],"via":[8],"labeling,":[9],"or":[10,114],"parcellation,":[11,80,100],"is":[12,29],"an":[13,110],"important":[14],"challenging":[16],"task":[17],"for":[18,78,97],"clinical":[19],"neuroscience":[20],"cognitive":[22],"psychology.":[23],"A":[24],"limitation":[25],"with":[26],"existing":[27],"approaches":[28],"that":[30,102],"they":[31],"i)":[32],"possess":[33],"shallow":[34],"architectures,":[35],"ii)":[36],"are":[37,82],"based":[38],"on":[39],"heuristic":[40],"manual":[41],"feature":[42,52],"engineering,":[43],"iii)":[45],"assume":[46],"the":[47,50,103],"validity":[48],"of":[49,71],"designed":[51],"model.":[53],"In":[54],"contrast,":[55],"we":[56],"advocate":[57],"a":[58,68],"deep":[59],"learning":[60],"approach":[61,105],"to":[62,74,108,112],"automate":[63],"parcellation.":[65],"We":[66],"present":[67],"novel":[69],"application":[70],"convolutional":[72],"networks":[73],"build":[75],"discriminative":[76],"features":[77],"which":[81],"automatically":[83],"learned":[84],"from":[85],"labels":[86],"provided":[87],"by":[88],"human":[89],"experts.":[90],"Initial":[91],"validation":[92],"experiments":[93],"show":[94],"promising":[95],"results":[96],"automatic":[98],"suggesting":[101],"proposed":[104],"has":[106],"potential":[107],"be":[109],"alternative":[111],"template":[113],"atlas-based":[115],"parcellation":[116],"approaches.":[117]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
