{"id":"https://openalex.org/W2898895044","doi":"https://doi.org/10.1109/embc.2018.8512375","title":"Co-Sparse Analysis Model Based Image Registration to Compensate Brain Shift by Using Intra-Operative Ultrasound Imaging","display_name":"Co-Sparse Analysis Model Based Image Registration to Compensate Brain Shift by Using Intra-Operative Ultrasound Imaging","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2898895044","doi":"https://doi.org/10.1109/embc.2018.8512375","mag":"2898895044","pmid":"https://pubmed.ncbi.nlm.nih.gov/30440252"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2018.8512375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-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/A5058816427","display_name":"Parastoo Farnia","orcid":"https://orcid.org/0000-0002-7554-5545"},"institutions":[{"id":"https://openalex.org/I70640408","display_name":"Tehran University of Medical Sciences","ror":"https://ror.org/01c4pz451","country_code":"IR","type":"education","lineage":["https://openalex.org/I70640408"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"P. Farnia","raw_affiliation_strings":["Tehran University of Medical Sciences, Tehran, Tehran, IR"],"affiliations":[{"raw_affiliation_string":"Tehran University of Medical Sciences, Tehran, Tehran, IR","institution_ids":["https://openalex.org/I70640408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040001784","display_name":"Ebrahim Najafzadeh","orcid":"https://orcid.org/0000-0001-8702-0722"},"institutions":[{"id":"https://openalex.org/I70640408","display_name":"Tehran University of Medical Sciences","ror":"https://ror.org/01c4pz451","country_code":"IR","type":"education","lineage":["https://openalex.org/I70640408"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"E. Najafzadeh","raw_affiliation_strings":["Tehran University of Medical Sciences, Tehran, Tehran, IR"],"affiliations":[{"raw_affiliation_string":"Tehran University of Medical Sciences, Tehran, Tehran, IR","institution_ids":["https://openalex.org/I70640408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009007390","display_name":"Alireza Ahmadian","orcid":"https://orcid.org/0000-0002-6394-9470"},"institutions":[{"id":"https://openalex.org/I70640408","display_name":"Tehran University of Medical Sciences","ror":"https://ror.org/01c4pz451","country_code":"IR","type":"education","lineage":["https://openalex.org/I70640408"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"A. Ahmadian","raw_affiliation_strings":["Tehran University of Medical Sciences, Tehran, Tehran, IR"],"affiliations":[{"raw_affiliation_string":"Tehran University of Medical Sciences, Tehran, Tehran, IR","institution_ids":["https://openalex.org/I70640408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080731075","display_name":"Bahador Makkiabadi","orcid":null},"institutions":[{"id":"https://openalex.org/I70640408","display_name":"Tehran University of Medical Sciences","ror":"https://ror.org/01c4pz451","country_code":"IR","type":"education","lineage":["https://openalex.org/I70640408"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"B. Makkiabadi","raw_affiliation_strings":["Tehran University of Medical Sciences, Tehran, Tehran, IR"],"affiliations":[{"raw_affiliation_string":"Tehran University of Medical Sciences, Tehran, Tehran, IR","institution_ids":["https://openalex.org/I70640408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080020124","display_name":"M. Alimohamadi","orcid":null},"institutions":[{"id":"https://openalex.org/I70640408","display_name":"Tehran University of Medical Sciences","ror":"https://ror.org/01c4pz451","country_code":"IR","type":"education","lineage":["https://openalex.org/I70640408"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"M. Alimohamadi","raw_affiliation_strings":["Tehran University of Medical Sciences, Tehran, Tehran, IR"],"affiliations":[{"raw_affiliation_string":"Tehran University of Medical Sciences, Tehran, Tehran, IR","institution_ids":["https://openalex.org/I70640408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086896369","display_name":"Javad Alirezaie","orcid":"https://orcid.org/0000-0001-7129-4825"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"J. Alirezaie","raw_affiliation_strings":["Ryerson University, Toronto, ON, CA"],"affiliations":[{"raw_affiliation_string":"Ryerson University, Toronto, ON, CA","institution_ids":["https://openalex.org/I530967"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5058816427"],"corresponding_institution_ids":["https://openalex.org/I70640408"],"apc_list":null,"apc_paid":null,"fwci":0.3134,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.62873945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2018","issue":null,"first_page":"1","last_page":"4"},"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9976999759674072,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.795626163482666},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6903901100158691},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6879904270172119},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5411434173583984},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.47117167711257935},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4525631070137024},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.43989771604537964},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4031907021999359},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36958038806915283}],"concepts":[{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.795626163482666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6903901100158691},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6879904270172119},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5411434173583984},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.47117167711257935},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4525631070137024},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.43989771604537964},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4031907021999359},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36958038806915283},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"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":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"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":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016343","descriptor_name":"Monitoring, Intraoperative","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016343","descriptor_name":"Monitoring, Intraoperative","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016343","descriptor_name":"Monitoring, Intraoperative","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019635","descriptor_name":"Neurosurgical Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019635","descriptor_name":"Neurosurgical Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019635","descriptor_name":"Neurosurgical Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064847","descriptor_name":"Multimodal Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064847","descriptor_name":"Multimodal Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064847","descriptor_name":"Multimodal Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2018.8512375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:30440252","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30440252","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W46331890","https://openalex.org/W1484665822","https://openalex.org/W1584940042","https://openalex.org/W1973839740","https://openalex.org/W1974042113","https://openalex.org/W1991970797","https://openalex.org/W2013910172","https://openalex.org/W2014545843","https://openalex.org/W2022310516","https://openalex.org/W2027990110","https://openalex.org/W2043157575","https://openalex.org/W2045203029","https://openalex.org/W2081345262","https://openalex.org/W2083886415","https://openalex.org/W2086600784","https://openalex.org/W2106398117","https://openalex.org/W2116285773","https://openalex.org/W2127815086","https://openalex.org/W2146047955","https://openalex.org/W2150912629","https://openalex.org/W2152171106","https://openalex.org/W2163695678","https://openalex.org/W2322520677","https://openalex.org/W2334389658","https://openalex.org/W2410837938","https://openalex.org/W2538589246","https://openalex.org/W2606716941","https://openalex.org/W3099751318","https://openalex.org/W3100455090","https://openalex.org/W6601840443","https://openalex.org/W6681521150","https://openalex.org/W6714604440"],"related_works":["https://openalex.org/W3163375306","https://openalex.org/W2009466720","https://openalex.org/W2011443206","https://openalex.org/W2125070361","https://openalex.org/W2041698670","https://openalex.org/W2114100766","https://openalex.org/W3177008965","https://openalex.org/W2203553948","https://openalex.org/W2154555259","https://openalex.org/W2103390397"],"abstract_inverted_index":{"Notwithstanding":[0],"the":[1,12,21,25,28,54,58,85,106,109,161,176,188],"widespread":[2],"use":[3],"of":[4,14,24,53,87,119,136,146,165,178],"image":[5,72,89,95,182],"guided":[6],"neurosurgery":[7],"systems":[8,16],"in":[9,198],"recent":[10],"years,":[11],"accuracy":[13,177],"these":[15],"is":[17,63,80,112],"strongly":[18],"limited":[19],"by":[20,51,114,125,184],"intra-operative":[22,55],"deformation":[23],"brain":[26,30,43],"tissue,":[27],"so-called":[29],"shift.":[31],"Intra-operative":[32],"ultrasound":[33,56],"(iUS)":[34],"imaging":[35],"as":[36,92,98,193],"an":[37,93],"effective":[38],"solution":[39],"to":[40,187],"compensate":[41],"complex":[42],"shift":[44],"phenomena":[45],"update":[46],"patients":[47],"coordinate":[48],"during":[49],"surgery":[50],"registration":[52,73,142,149,163,183,196],"and":[57,96],"pre-operative":[59],"MRI":[60,91],"data":[61],"that":[62,140],"a":[64,69,99,116,127,132,194,199],"challenging":[65],"problem.In":[66],"this":[67,104],"work":[68],"non-rigid":[70,179],"multimodal":[71,180],"technique":[74],"based":[75,190],"on":[76,103],"co-sparse":[77,171],"analysis":[78,120,172],"model":[79,83,173],"proposed.":[81],"This":[82],"captures":[84],"interdependency":[86],"two":[88,110],"modalities;":[90],"intensity":[94],"iUS":[97],"depth":[100],"image.":[101],"Based":[102],"model,":[105],"transformation":[107],"between":[108],"modalities":[111],"minimized":[113],"using":[115,131,156],"bimodal":[117],"pair":[118],"operators":[121],"which":[122],"are":[123],"learned":[124],"optimizing":[126],"joint":[128],"co-sparsity":[129],"function":[130],"conjugate":[133],"gradient.Experimental":[134],"validation":[135],"our":[137,141],"algorithm":[138],"confirms":[139],"approach":[143],"outperforms":[144],"several":[145],"other":[147],"state-of-the-art":[148],"methods":[150],"quantitatively.":[151],"The":[152],"evaluation":[153],"was":[154],"performed":[155],"seven":[157],"patient":[158],"dataset":[159],"with":[160,203],"mean":[162],"error":[164],"only":[166],"1.83":[167],"mm.":[168],"Our":[169],"intensity-based":[170],"has":[174],"improved":[175],"medical":[181],"15.37%":[185],"compared":[186],"curvelet":[189],"residual":[191],"complexity":[192],"powerful":[195],"method,":[197],"computational":[200],"time":[201],"compatible":[202],"clinical":[204],"use.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}