{"id":"https://openalex.org/W2135576717","doi":"https://doi.org/10.1109/isbi.2006.1624946","title":"Improve Brain Registration Using Machine Learning Methods","display_name":"Improve Brain Registration Using Machine Learning Methods","publication_year":2006,"publication_date":"2006-05-25","ids":{"openalex":"https://openalex.org/W2135576717","doi":"https://doi.org/10.1109/isbi.2006.1624946","mag":"2135576717"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2006.1624946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2006.1624946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3rd IEEE International Symposium on Biomedical Imaging: Macro to Nano, 2006.","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/A5021809690","display_name":"Guorong Wu","orcid":"https://orcid.org/0000-0002-0550-6145"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guorong Wu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiaotong University, Shanghai, China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112119350","display_name":"Feihu Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feihu Qi","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiaotong University, Shanghai, China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000937401","display_name":"Dinggang Shen","orcid":"https://orcid.org/0000-0002-7934-5698"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dinggang Shen","raw_affiliation_strings":["Section of Biomedical Image Analysis, Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA","#N#               * University of Pennsylvania"],"affiliations":[{"raw_affiliation_string":"Section of Biomedical Image Analysis, Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"#N#               * University of Pennsylvania","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021809690"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.3162,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62649276,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1496","issue":null,"first_page":"434","last_page":"437"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9973000288009644,"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":0.9958999752998352,"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/computer-science","display_name":"Computer science","score":0.7993705868721008},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7885265946388245},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.740240752696991},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5960228443145752},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4693250060081482},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4116179943084717},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41029655933380127},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10868436098098755}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7993705868721008},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7885265946388245},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.740240752696991},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5960228443145752},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4693250060081482},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4116179943084717},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41029655933380127},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10868436098098755},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi.2006.1624946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2006.1624946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3rd IEEE International Symposium on Biomedical Imaging: Macro to Nano, 2006.","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.376.515","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.376.515","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.med.unc.edu/bric/ideagroup/Publications/articles/ISBI06_BrainReg.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1483262630","https://openalex.org/W1508195517","https://openalex.org/W1600026247","https://openalex.org/W1618577645","https://openalex.org/W1699734612","https://openalex.org/W1975111110","https://openalex.org/W1998710995","https://openalex.org/W2001666669","https://openalex.org/W2107287771","https://openalex.org/W2143736779","https://openalex.org/W2156358194","https://openalex.org/W6628716480","https://openalex.org/W6630429781","https://openalex.org/W6635990310","https://openalex.org/W6636553784","https://openalex.org/W6683274992"],"related_works":["https://openalex.org/W2012531322","https://openalex.org/W2402761219","https://openalex.org/W2785900585","https://openalex.org/W2353730437","https://openalex.org/W2490303674","https://openalex.org/W2609066826","https://openalex.org/W2810752900","https://openalex.org/W2365677836","https://openalex.org/W2531295127","https://openalex.org/W3186538219"],"abstract_inverted_index":{"A":[0],"machine":[1,41],"learning":[2,42,78],"method":[3,79,85],"is":[4,80,86],"introduced":[5],"here":[6],"to":[7,60,71,88],"improve":[8],"the":[9,36,51,62,66,99],"accuracy":[10],"of":[11,24,98],"brain":[12,16,37,58],"registration.":[13],"Generally,":[14],"different":[15,20,57],"regions":[17],"might":[18],"need":[19],"types":[21],"or":[22],"sets":[23],"features":[25,54],"for":[26],"registration,":[27],"which":[28],"actually":[29],"can":[30],"be":[31],"determined":[32],"and":[33,64],"learned":[34],"from":[35],"samples":[38],"by":[39,56],"a":[40],"method.":[43],"In":[44],"this":[45],"paper,":[46],"we":[47],"focus":[48],"on":[49,95,107],"investigating":[50],"best":[52],"geometric":[53],"required":[55],"regions,":[59],"match":[61],"correspondences":[63],"manage":[65],"registration":[67,74,84,94,106],"procedure":[68],"hierarchically.":[69],"Compared":[70],"other":[72],"conventional":[73],"methods":[75],"where":[76],"no":[77],"employed,":[81],"our":[82],"learning-based":[83],"able":[87],"produce":[89],"not":[90],"only":[91],"more":[92,104],"consistent":[93],"serial":[96],"images":[97],"same":[100],"subject,":[101],"but":[102],"also":[103],"accurate":[105],"simulated":[108],"dataset.":[109]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
