{"id":"https://openalex.org/W2138339175","doi":"https://doi.org/10.1109/tmi.2010.2049497","title":"Learning Task-Optimal Registration Cost Functions for Localizing Cytoarchitecture and Function in the Cerebral Cortex","display_name":"Learning Task-Optimal Registration Cost Functions for Localizing Cytoarchitecture and Function in the Cerebral Cortex","publication_year":2010,"publication_date":"2010-06-14","ids":{"openalex":"https://openalex.org/W2138339175","doi":"https://doi.org/10.1109/tmi.2010.2049497","mag":"2138339175","pmid":"https://pubmed.ncbi.nlm.nih.gov/20529736"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2010.2049497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2010.2049497","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":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1721.1/61715","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016198416","display_name":"B.T. Thomas Yeo","orcid":"https://orcid.org/0000-0002-0119-3276"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. T. Thomas Yeo","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA. ythomas@csail.mit.edu","Computer Science and Artificial Intelligence Laboratory, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA. ythomas@csail.mit.edu","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025877936","display_name":"Mert R. Sabuncu","orcid":"https://orcid.org/0000-0002-7068-719X"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mert R. Sabuncu","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA","Massachusetts General Hospital, Harvard Medical School, Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Massachusetts General Hospital, Harvard Medical School, Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA","institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028279799","display_name":"Tom Vercauteren","orcid":"https://orcid.org/0000-0003-1794-0456"},"institutions":[{"id":"https://openalex.org/I4210163530","display_name":"Mauna Kea Technologies (France)","ror":"https://ror.org/05f5ttq44","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210163530"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tom Vercauteren","raw_affiliation_strings":["Mauna Kea Technologies, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mauna Kea Technologies, Paris, France","institution_ids":["https://openalex.org/I4210163530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005971302","display_name":"Daphne J. Holt","orcid":"https://orcid.org/0000-0002-6428-9603"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daphne J. Holt","raw_affiliation_strings":["Massachusetts General Hospital Psychiatry Department, Harvard Medical School, Charlestown, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts General Hospital Psychiatry Department, Harvard Medical School, Charlestown, MA, USA","institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009333521","display_name":"Katrin Amunts","orcid":"https://orcid.org/0000-0001-5828-0867"},"institutions":[{"id":"https://openalex.org/I4210133912","display_name":"J\u00fclich Aachen Research Alliance","ror":"https://ror.org/02r0e4r58","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758","https://openalex.org/I4210133912"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katrin Amunts","raw_affiliation_strings":["Department of Psychiatry and Psychotherapy, Research Center J\u00fclich, Institute of Neuroscience and Medicine, RWTH Aachen UniversitY, Julich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Psychotherapy, Research Center J\u00fclich, Institute of Neuroscience and Medicine, RWTH Aachen UniversitY, Julich, Germany","institution_ids":["https://openalex.org/I4210133912","https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087646992","display_name":"Karl Zilles","orcid":"https://orcid.org/0000-0002-4705-4175"},"institutions":[{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Karl Zilles","raw_affiliation_strings":["Institute of Neuroscience and Medicine, Research Center J\u00fclich and the C.&O. Vogt-Institute of Brain Research, University of D\u00fcsseldorf, Julich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Neuroscience and Medicine, Research Center J\u00fclich and the C.&O. Vogt-Institute of Brain Research, University of D\u00fcsseldorf, Julich, Germany","institution_ids":["https://openalex.org/I44260953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081763875","display_name":"Polina Golland","orcid":"https://orcid.org/0000-0003-2516-731X"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Polina Golland","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022799533","display_name":"Bruce Fischl","orcid":"https://orcid.org/0000-0002-2413-1115"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bruce Fischl","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.7005,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.97910889,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"29","issue":"7","first_page":"1424","last_page":"1441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9994999766349792,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9961000084877014,"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/cytoarchitecture","display_name":"Cytoarchitecture","score":0.8733797669410706},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.7511201500892639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6850711107254028},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6376261711120605},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.4422125816345215},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4368080794811249},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.428104043006897},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41401660442352295},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39385417103767395},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35150691866874695},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3220514953136444},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.30570825934410095},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1162155270576477}],"concepts":[{"id":"https://openalex.org/C163895629","wikidata":"https://www.wikidata.org/wiki/Q3009543","display_name":"Cytoarchitecture","level":2,"score":0.8733797669410706},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.7511201500892639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6850711107254028},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6376261711120605},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.4422125816345215},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4368080794811249},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.428104043006897},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41401660442352295},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39385417103767395},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35150691866874695},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3220514953136444},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30570825934410095},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1162155270576477},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, 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":"D008279","descriptor_name":"Magnetic Resonance Imaging","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":"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":"D012680","descriptor_name":"Sensitivity and Specificity","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":"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":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":9,"locations":[{"id":"doi:10.1109/tmi.2010.2049497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2010.2049497","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:20529736","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20529736","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},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.310.1832","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.310.1832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.csail.mit.edu/polina/papers/Yeo-TMI-2010b.pdf","raw_type":"text"},{"id":"pmh:oai:dspace.mit.edu:1721.1/61715","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/61715","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT web domain","raw_type":"Article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1430867","is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/1430867/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE TRANSACTIONS ON MEDICAL IMAGING , 29 (7) pp. 1424-1441. (2010)","raw_type":"Article"},{"id":"pmh:oai:europepmc.org:2761377","is_oa":false,"landing_page_url":"http://europepmc.org/articles/PMC3770488","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:juser.fz-juelich.de:10476","is_oa":false,"landing_page_url":"http://juser.fz-juelich.de/record/10476","pdf_url":null,"source":{"id":"https://openalex.org/S4306401090","display_name":"JuSER (Forschungszentrum J\u00fclich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I171892758","host_organization_name":"Forschungszentrum J\u00fclich","host_organization_lineage":["https://openalex.org/I171892758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE transactions on medical imaging 29, 1424 - 1441 (2010). doi:10.1109/TMI.2010.2049497","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:publications.rwth-aachen.de:176011","is_oa":false,"landing_page_url":"https://publications.rwth-aachen.de/record/176011","pdf_url":null,"source":{"id":"https://openalex.org/S4306401362","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE transactions on medical imaging 29(7), 1424-1441 (2010). doi:10.1109/TMI.2010.2049497","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:3770488","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3770488","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/61715","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/61715","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT web domain","raw_type":"Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1124471801","display_name":null,"funder_award_id":"P41 RR013218","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G1279457076","display_name":null,"funder_award_id":"U54-EB005149","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G1668960988","display_name":null,"funder_award_id":"R01 EB006758","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G1696864558","display_name":null,"funder_award_id":"R01-NS051826","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G1817308166","display_name":null,"funder_award_id":"U24-RR021382","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G2025011148","display_name":null,"funder_award_id":"R01 NS052585","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G2195201606","display_name":null,"funder_award_id":"R01 EB001550","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G339341716","display_name":null,"funder_award_id":"R01 NS051826","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G4223299942","display_name":null,"funder_award_id":"R01 NS052585-01","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G551696275","display_name":null,"funder_award_id":"R01 AG022381","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G6561409525","display_name":null,"funder_award_id":"P41-RR14075","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G6700685922","display_name":null,"funder_award_id":"R01EB001550","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G7203195112","display_name":null,"funder_award_id":"AG02238","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G7533492224","display_name":null,"funder_award_id":"K25 EB013649","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G7639340818","display_name":null,"funder_award_id":"U54 EB005149","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G7737455120","display_name":null,"funder_award_id":"R01 RR16594-01A1","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G7868656944","display_name":null,"funder_award_id":"R01 RR016594","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G7935502187","display_name":null,"funder_award_id":"R01EB006758","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G8171463024","display_name":null,"funder_award_id":"P41-RR13218","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G8234376252","display_name":null,"funder_award_id":"U24 RR021382","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G8325673136","display_name":null,"funder_award_id":"P41 RR014075","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"}],"funders":[{"id":"https://openalex.org/F4320337337","display_name":"National Institute on Aging","ror":"https://ror.org/049v75w11"},{"id":"https://openalex.org/F4320337359","display_name":"National Institute of Neurological Disorders and Stroke","ror":"https://ror.org/01s5ya894"},{"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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":97,"referenced_works":["https://openalex.org/W180394468","https://openalex.org/W578177376","https://openalex.org/W1480334507","https://openalex.org/W1481799453","https://openalex.org/W1485598069","https://openalex.org/W1502589619","https://openalex.org/W1533544838","https://openalex.org/W1540871397","https://openalex.org/W1549923931","https://openalex.org/W1557124620","https://openalex.org/W1563540144","https://openalex.org/W1573927207","https://openalex.org/W1579576867","https://openalex.org/W1582697909","https://openalex.org/W1586870336","https://openalex.org/W1593860504","https://openalex.org/W1594440326","https://openalex.org/W1607862333","https://openalex.org/W1680392829","https://openalex.org/W1812541002","https://openalex.org/W1835499858","https://openalex.org/W1966498583","https://openalex.org/W1968646955","https://openalex.org/W1984527845","https://openalex.org/W1990835481","https://openalex.org/W1997882637","https://openalex.org/W1998710995","https://openalex.org/W2011842664","https://openalex.org/W2017337590","https://openalex.org/W2018662705","https://openalex.org/W2028101281","https://openalex.org/W2033872649","https://openalex.org/W2035379092","https://openalex.org/W2048476135","https://openalex.org/W2049247209","https://openalex.org/W2056306065","https://openalex.org/W2056674659","https://openalex.org/W2063978378","https://openalex.org/W2076114154","https://openalex.org/W2079158221","https://openalex.org/W2082484987","https://openalex.org/W2084332617","https://openalex.org/W2091437289","https://openalex.org/W2094891452","https://openalex.org/W2097415784","https://openalex.org/W2098724504","https://openalex.org/W2099869863","https://openalex.org/W2101095383","https://openalex.org/W2101135654","https://openalex.org/W2102214751","https://openalex.org/W2103857226","https://openalex.org/W2107105977","https://openalex.org/W2110140398","https://openalex.org/W2110437310","https://openalex.org/W2110652811","https://openalex.org/W2111677918","https://openalex.org/W2112658882","https://openalex.org/W2113576511","https://openalex.org/W2116649573","https://openalex.org/W2118151463","https://openalex.org/W2119479037","https://openalex.org/W2121014637","https://openalex.org/W2122358852","https://openalex.org/W2126043693","https://openalex.org/W2126977443","https://openalex.org/W2133086277","https://openalex.org/W2133958955","https://openalex.org/W2134037853","https://openalex.org/W2135046866","https://openalex.org/W2135354879","https://openalex.org/W2139629216","https://openalex.org/W2142456468","https://openalex.org/W2143736779","https://openalex.org/W2148347694","https://openalex.org/W2148444276","https://openalex.org/W2151721316","https://openalex.org/W2154281919","https://openalex.org/W2157752823","https://openalex.org/W2160992167","https://openalex.org/W2162376077","https://openalex.org/W2167338900","https://openalex.org/W2170167891","https://openalex.org/W2206723888","https://openalex.org/W2432517183","https://openalex.org/W2595897327","https://openalex.org/W3129465862","https://openalex.org/W4285719527","https://openalex.org/W4292170110","https://openalex.org/W6634645069","https://openalex.org/W6635288107","https://openalex.org/W6635421306","https://openalex.org/W6635574527","https://openalex.org/W6637386731","https://openalex.org/W6646261181","https://openalex.org/W6679665003","https://openalex.org/W6681896488","https://openalex.org/W6687942578"],"related_works":["https://openalex.org/W1571016423","https://openalex.org/W572755058","https://openalex.org/W2897281659","https://openalex.org/W4282919979","https://openalex.org/W2223311443","https://openalex.org/W2500961177","https://openalex.org/W2557241854","https://openalex.org/W1489544432","https://openalex.org/W646223301","https://openalex.org/W1981310069"],"abstract_inverted_index":{"Image":[0],"registration":[1,26,69,74,81,105,131],"is":[2],"typically":[3],"formulated":[4],"as":[5,30,82],"an":[6],"optimization":[7,54,62],"problem":[8],"with":[9],"multiple":[10],"tunable,":[11],"manually":[12],"set":[13],"parameters.":[14],"We":[15,223],"present":[16],"a":[17,31,92,126],"principled":[18],"framework":[19,49,123],"for":[20,125,219],"learning":[21,48,138],"thousands":[22],"of":[23,25,50,55,61,63,87,129,151,164,214],"parameters":[24,71,141],"cost":[27,75,132,144],"functions,":[28],"such":[29],"spatially-varying":[32],"tradeoff":[33],"between":[34],"the":[35,45,73,85,88,139,143,149,159,174,179,210,220],"image":[36],"dissimilarity":[37,217],"and":[38,67,118,155,231],"regularization":[39],"terms.":[40],"Our":[41,122],"approach":[42],"belongs":[43],"to":[44,102,111,134],"classic":[46],"machine":[47],"model":[51],"selection":[52],"by":[53,84,137,162],"cross-validation":[56,64],"error.":[57],"This":[58],"second":[59],"layer":[60],"error":[65],"over":[66],"above":[68],"selects":[70],"in":[72,79,91,142,158,209,228],"function":[76,182],"that":[77,171],"result":[78],"good":[80],"measured":[83],"performance":[86],"specific":[89,135],"application":[90,150],"training":[93],"data":[94,236],"set.":[95],"Much":[96],"research":[97],"effort":[98],"has":[99],"been":[100],"devoted":[101],"developing":[103],"generic":[104,130,211],"algorithms,":[106],"which":[107],"are":[108],"then":[109],"specialized":[110],"particular":[112,115,119],"imaging":[113,116,235],"modalities,":[114],"targets":[117],"postregistration":[120],"analyses.":[121],"allows":[124],"systematic":[127],"adaptation":[128],"functions":[133],"applications":[136],"\"free\"":[140],"functions.":[145],"Here,":[146],"we":[147,194],"consider":[148],"localizing":[152],"underlying":[153,180],"cytoarchitecture":[154],"functional":[156,232],"regions":[157],"cerebral":[160],"cortex":[161],"alignment":[163],"cortical":[165,181,201,206],"folding.":[166],"Most":[167],"previous":[168],"work":[169],"assumes":[170],"perfectly":[172,177],"registering":[173],"macro-anatomy":[175,185],"also":[176],"aligns":[178],"even":[183],"though":[184],"does":[186],"not":[187],"completely":[188],"predict":[189],"brain":[190],"function.":[191],"In":[192],"contrast,":[193],"learn":[195],"1)":[196],"optimal":[197,205],"weights":[198],"on":[199],"different":[200],"folds":[202],"or":[203],"2)":[204],"folding":[207],"template":[208],"weighted":[212],"sum":[213],"squared":[215],"differences":[216],"measure":[218],"localization":[221,226],"task.":[222],"demonstrate":[224],"state-of-the-art":[225],"results":[227],"both":[229],"histological":[230],"magnetic":[233],"resonance":[234],"sets.":[237]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":14}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
