{"id":"https://openalex.org/W2963406602","doi":"https://doi.org/10.1109/isbi.2016.7493536","title":"Real-time 2D/3D registration via CNN regression","display_name":"Real-time 2D/3D registration via CNN regression","publication_year":2016,"publication_date":"2016-04-01","ids":{"openalex":"https://openalex.org/W2963406602","doi":"https://doi.org/10.1109/isbi.2016.7493536","mag":"2963406602"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2016.7493536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2016.7493536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5079523076","display_name":"Shun Miao","orcid":"https://orcid.org/0000-0002-4688-7087"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shun Miao","raw_affiliation_strings":["Electrical and Computer Engineering, University of British Columbia, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of British Columbia, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051587486","display_name":"Z. Jane Wang","orcid":"https://orcid.org/0000-0002-3791-0249"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Z. Jane Wang","raw_affiliation_strings":["Electrical and Computer Engineering, University of British Columbia, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of British Columbia, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051649145","display_name":"Yefeng Zheng","orcid":"https://orcid.org/0000-0003-2195-2847"},"institutions":[{"id":"https://openalex.org/I4210151799","display_name":"Siemens Healthcare (United States)","ror":"https://ror.org/054962n91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151799"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yefeng Zheng","raw_affiliation_strings":["Medical Imaging Technologies, Siemens Healthcare, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Imaging Technologies, Siemens Healthcare, USA","institution_ids":["https://openalex.org/I4210151799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057068227","display_name":"Rui Liao","orcid":"https://orcid.org/0000-0002-0057-2792"},"institutions":[{"id":"https://openalex.org/I4210151799","display_name":"Siemens Healthcare (United States)","ror":"https://ror.org/054962n91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151799"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rui Liao","raw_affiliation_strings":["Medical Imaging Technologies, Siemens Healthcare, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Imaging Technologies, Siemens Healthcare, USA","institution_ids":["https://openalex.org/I4210151799"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":99,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1430","last_page":"1434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.998199999332428,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9975000023841858,"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/computer-science","display_name":"Computer science","score":0.7500884532928467},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7443773746490479},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6807548999786377},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.6440106630325317},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5756751298904419},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5580833554267883},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5579215288162231},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.4244394898414612},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42406538128852844},{"id":"https://openalex.org/keywords/scalar","display_name":"Scalar (mathematics)","score":0.42051106691360474},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3860471248626709},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.23694753646850586},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17625221610069275},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08215200901031494}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7500884532928467},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7443773746490479},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6807548999786377},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6440106630325317},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5756751298904419},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5580833554267883},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5579215288162231},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.4244394898414612},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42406538128852844},{"id":"https://openalex.org/C57691317","wikidata":"https://www.wikidata.org/wiki/Q1289248","display_name":"Scalar (mathematics)","level":2,"score":0.42051106691360474},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3860471248626709},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.23694753646850586},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17625221610069275},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08215200901031494},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2016.7493536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2016.7493536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W259397232","https://openalex.org/W1528684335","https://openalex.org/W1533861849","https://openalex.org/W1953011842","https://openalex.org/W1972344168","https://openalex.org/W1974077393","https://openalex.org/W1976971659","https://openalex.org/W2011095615","https://openalex.org/W2011978761","https://openalex.org/W2063678852","https://openalex.org/W2104800411","https://openalex.org/W2126440019","https://openalex.org/W2138860139","https://openalex.org/W2155893237","https://openalex.org/W2163605009","https://openalex.org/W2272541133","https://openalex.org/W2407128372","https://openalex.org/W2790660695","https://openalex.org/W6631943919","https://openalex.org/W6684191040","https://openalex.org/W6713666037","https://openalex.org/W6727524899"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4313906399","https://openalex.org/W4321487865","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W2318112981","https://openalex.org/W4312417841","https://openalex.org/W4225147082","https://openalex.org/W1982036645"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"a":[5,27,76],"Convolutional":[6],"Neural":[7],"Network":[8],"(CNN)":[9],"regression":[10,84],"approach":[11],"for":[12,70],"real-time":[13],"2-D/3-D":[14],"registration.":[15],"Different":[16],"from":[17],"optimization-based":[18],"methods,":[19],"which":[20],"iteratively":[21],"optimize":[22],"the":[23,32,35,37,41,45,48,62,82,98,101],"transformation":[24,63],"parameters":[25],"over":[26],"scalar-valued":[28],"metric":[29],"function":[30],"representing":[31],"quality":[33],"of":[34,47,100,110],"registration,":[36],"proposed":[38,102],"method":[39,103],"exploits":[40],"information":[42],"embedded":[43],"in":[44,75,104],"appearances":[46],"Digitally":[49],"Reconstructed":[50],"Radiograph":[51],"and":[52,55,73],"X-ray":[53],"images,":[54],"employs":[56],"CNN":[57,66],"regressors":[58,67],"to":[59,79,114],"directly":[60],"estimate":[61],"parameters.":[64],"The":[65],"are":[68],"trained":[69],"local":[71],"zones":[72],"applied":[74],"hierarchical":[77],"manner":[78],"break":[80],"down":[81],"complex":[83],"task":[85],"into":[86],"simpler":[87],"sub-tasks":[88],"that":[89],"can":[90],"be":[91],"learned":[92],"separately.":[93],"Our":[94],"experiment":[95],"results":[96],"demonstrate":[97],"advantage":[99],"computational":[105],"efficiency":[106],"with":[107],"negligible":[108],"degradation":[109],"registration":[111],"accuracy":[112],"compared":[113],"intensity-based":[115],"methods.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
