{"id":"https://openalex.org/W2094511569","doi":"https://doi.org/10.1117/12.2081813","title":"Improving the robustness of interventional 4D ultrasound segmentation through the use of personalized prior shape models","display_name":"Improving the robustness of interventional 4D ultrasound segmentation through the use of personalized prior shape models","publication_year":2015,"publication_date":"2015-03-20","ids":{"openalex":"https://openalex.org/W2094511569","doi":"https://doi.org/10.1117/12.2081813","mag":"2094511569"},"language":"en","primary_location":{"id":"doi:10.1117/12.2081813","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2081813","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","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/A5077529113","display_name":"Daniel Barbosa","orcid":"https://orcid.org/0000-0002-4364-854X"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Daniel Barbosa","raw_affiliation_strings":["ICVS/3B\u2019s - PT Government Associate Lab. (Portugal)","Instituto Polit\u00e9cnico do C\u00e1vado e do Ave (Portugal)","ICVS/3B's - PT Government Associate Lab. (Portugal)"],"affiliations":[{"raw_affiliation_string":"ICVS/3B\u2019s - PT Government Associate Lab. (Portugal)","institution_ids":[]},{"raw_affiliation_string":"Instituto Polit\u00e9cnico do C\u00e1vado e do Ave (Portugal)","institution_ids":["https://openalex.org/I185808892"]},{"raw_affiliation_string":"ICVS/3B's - PT Government Associate Lab. (Portugal)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079735123","display_name":"Sandro Queir\u00f3s","orcid":"https://orcid.org/0000-0001-5259-1891"},"institutions":[{"id":"https://openalex.org/I4210115377","display_name":"VIB-KU Leuven Center for Microbiology","ror":"https://ror.org/02bpp8r91","country_code":"BE","type":"facility","lineage":["https://openalex.org/I2802017950","https://openalex.org/I4210115377","https://openalex.org/I99464096"]},{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["BE","PT"],"is_corresponding":false,"raw_author_name":"Sandro Queir\u00f3s","raw_affiliation_strings":["ICVS/3B\u2019s - PT Government Associate Lab. (Portugal)","KU Leuven (Belgium)","Univ. do Minho (Portugal)","ICVS/3B's - PT Government Associate Lab. (Portugal)"],"affiliations":[{"raw_affiliation_string":"ICVS/3B\u2019s - PT Government Associate Lab. (Portugal)","institution_ids":[]},{"raw_affiliation_string":"KU Leuven (Belgium)","institution_ids":["https://openalex.org/I4210115377"]},{"raw_affiliation_string":"Univ. do Minho (Portugal)","institution_ids":["https://openalex.org/I99682543"]},{"raw_affiliation_string":"ICVS/3B's - PT Government Associate Lab. (Portugal)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081841142","display_name":"Pedro Morais","orcid":"https://orcid.org/0000-0002-1995-7879"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pedro Morais","raw_affiliation_strings":["ICVS/3B\u2019s - PT Government Associate Lab. (Portugal)","ICVS/3B's - PT Government Associate Lab. (Portugal)"],"affiliations":[{"raw_affiliation_string":"ICVS/3B\u2019s - PT Government Associate Lab. (Portugal)","institution_ids":[]},{"raw_affiliation_string":"ICVS/3B's - PT Government Associate Lab. (Portugal)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086553535","display_name":"Maria Jo\u00e3o Baptista","orcid":"https://orcid.org/0000-0001-9703-882X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maria J. Baptista","raw_affiliation_strings":["ICVS/3B\u2019s - PT Government Associate Lab. (Portugal)","ICVS/3B's - PT Government Associate Lab. (Portugal)"],"affiliations":[{"raw_affiliation_string":"ICVS/3B\u2019s - PT Government Associate Lab. (Portugal)","institution_ids":[]},{"raw_affiliation_string":"ICVS/3B's - PT Government Associate Lab. (Portugal)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021416774","display_name":"Mark Monaghan","orcid":"https://orcid.org/0000-0003-1583-3470"},"institutions":[{"id":"https://openalex.org/I4210153400","display_name":"King's College Hospital","ror":"https://ror.org/044nptt90","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210111135","https://openalex.org/I4210153400"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Monaghan","raw_affiliation_strings":["King's College Hospital (United Kingdom)"],"affiliations":[{"raw_affiliation_string":"King's College Hospital (United Kingdom)","institution_ids":["https://openalex.org/I4210153400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100725410","display_name":"Nuno F. Rodrigues","orcid":"https://orcid.org/0000-0003-4884-0984"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]},{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno F. Rodrigues","raw_affiliation_strings":["ICVS/3B\u2019s - PT Government Associate Lab. (Portugal)","Instituto Polit\u00e9cnico do C\u00e1vado e do Ave (Portugal)","Univ. do Minho (Portugal)","ICVS/3B's - PT Government Associate Lab. (Portugal)"],"affiliations":[{"raw_affiliation_string":"ICVS/3B\u2019s - PT Government Associate Lab. (Portugal)","institution_ids":[]},{"raw_affiliation_string":"Instituto Polit\u00e9cnico do C\u00e1vado e do Ave (Portugal)","institution_ids":["https://openalex.org/I185808892"]},{"raw_affiliation_string":"Univ. do Minho (Portugal)","institution_ids":["https://openalex.org/I99682543"]},{"raw_affiliation_string":"ICVS/3B's - PT Government Associate Lab. (Portugal)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064451967","display_name":"Jan D\u2019hooge","orcid":"https://orcid.org/0000-0002-2346-142X"},"institutions":[{"id":"https://openalex.org/I4210115377","display_name":"VIB-KU Leuven Center for Microbiology","ror":"https://ror.org/02bpp8r91","country_code":"BE","type":"facility","lineage":["https://openalex.org/I2802017950","https://openalex.org/I4210115377","https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jan D'hooge","raw_affiliation_strings":["KU Leuven (Belgium)"],"affiliations":[{"raw_affiliation_string":"KU Leuven (Belgium)","institution_ids":["https://openalex.org/I4210115377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008817714","display_name":"Jo\u00e3o L. Vila\u00e7a","orcid":"https://orcid.org/0000-0002-4196-5357"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o L. Vila\u00e7a","raw_affiliation_strings":["ICVS/3B\u2019s - PT Government Associate Lab. (Portugal)","Instituto Polit\u00e9cnico do C\u00e1vado e do Ave (Portugal)","ICVS/3B's - PT Government Associate Lab. (Portugal)"],"affiliations":[{"raw_affiliation_string":"ICVS/3B\u2019s - PT Government Associate Lab. (Portugal)","institution_ids":[]},{"raw_affiliation_string":"Instituto Polit\u00e9cnico do C\u00e1vado e do Ave (Portugal)","institution_ids":["https://openalex.org/I185808892"]},{"raw_affiliation_string":"ICVS/3B's - PT Government Associate Lab. (Portugal)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5077529113"],"corresponding_institution_ids":["https://openalex.org/I185808892"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.07907608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"9413","issue":null,"first_page":"94133H","last_page":"94133H"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.998199999332428,"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":0.998199999332428,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9944000244140625,"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":0.7848505973815918},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7841973900794983},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7148918509483337},{"id":"https://openalex.org/keywords/fluoroscopy","display_name":"Fluoroscopy","score":0.6365724802017212},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5921261310577393},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5867705345153809},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.5313411951065063},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4947457015514374},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4918479919433594},{"id":"https://openalex.org/keywords/real-time-mri","display_name":"Real-time MRI","score":0.45173180103302},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.32381176948547363},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.25369036197662354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7848505973815918},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7841973900794983},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7148918509483337},{"id":"https://openalex.org/C2776805002","wikidata":"https://www.wikidata.org/wiki/Q614984","display_name":"Fluoroscopy","level":2,"score":0.6365724802017212},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5921261310577393},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5867705345153809},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.5313411951065063},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4947457015514374},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4918479919433594},{"id":"https://openalex.org/C157787499","wikidata":"https://www.wikidata.org/wiki/Q13479657","display_name":"Real-time MRI","level":3,"score":0.45173180103302},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.32381176948547363},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25369036197662354},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1117/12.2081813","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2081813","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/467062","is_oa":false,"landing_page_url":"https://lirias.kuleuven.be/bitstream/123456789/467062/2/DBarbosa_SPIE2015a.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SPIE Medical Imaging, Orlando, 21-26 February 2015","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W647100020","https://openalex.org/W1503282236","https://openalex.org/W2018570294","https://openalex.org/W2019617363","https://openalex.org/W2031075283","https://openalex.org/W2056490478","https://openalex.org/W2059240422","https://openalex.org/W2069492174","https://openalex.org/W2095564167","https://openalex.org/W2103906795","https://openalex.org/W2112521440","https://openalex.org/W2118291118","https://openalex.org/W2121897471","https://openalex.org/W2135129527","https://openalex.org/W2156290174","https://openalex.org/W2527171075","https://openalex.org/W4205496265","https://openalex.org/W6621154719","https://openalex.org/W6675358240","https://openalex.org/W6677656244","https://openalex.org/W6678137118","https://openalex.org/W6727918494","https://openalex.org/W6805917980"],"related_works":["https://openalex.org/W2015651921","https://openalex.org/W2079637538","https://openalex.org/W4377014751","https://openalex.org/W2170032467","https://openalex.org/W2055350243","https://openalex.org/W3133964112","https://openalex.org/W2335408592","https://openalex.org/W2773626125","https://openalex.org/W2027219424","https://openalex.org/W1522196789"],"abstract_inverted_index":{"While":[0],"fluoroscopy":[1],"is":[2,27],"still":[3],"the":[4,14,41,44,58,69,80,86,89,108,113,133,142,148,167,172,177,183,194],"most":[5],"widely":[6],"used":[7,106],"imaging":[8],"modality":[9],"to":[10,39,54,62,84,111,131,188],"guide":[11],"cardiac":[12,71],"interventions,":[13],"fusion":[15],"of":[16,43,57,88,100,127,155,166,176,193],"pre-operative":[17,59],"Magnetic":[18],"Resonance":[19],"Imaging":[20],"(MRI)":[21],"with":[22],"real-time":[23,102],"intra-operative":[24],"ultrasound":[25,143],"(US)":[26],"rapidly":[28],"gaining":[29],"clinical":[30,153],"acceptance":[31],"as":[32,76,136,180],"a":[33,64,101,137,152],"viable,":[34],"radiation-free":[35],"alternative.":[36],"In":[37],"order":[38],"improve":[40],"detection":[42],"left":[45],"ventricular":[46],"(LV)":[47],"surface":[48],"in":[49,79,93,107,117,141,151],"4D":[50],"ultrasound,":[51],"we":[52,124],"propose":[53],"take":[55,125],"advantage":[56,126],"MRI":[60],"scans":[61],"extract":[63],"realistic":[65],"geometrical":[66],"model":[67],"representing":[68],"patients":[70,157],"anatomy.":[72],"This":[73],"could":[74],"serve":[75],"prior":[77,134,170],"information":[78,135],"interventional":[81],"setting,":[82],"allowing":[83],"increase":[85],"accuracy":[87,173],"anatomy":[90],"extraction":[91],"step":[92],"US":[94,120,162,196],"data.":[95],"We":[96,146],"have":[97],"made":[98],"use":[99],"3D":[103],"segmentation":[104,115,144,192],"framework":[105],"recent":[109],"past":[110],"solve":[112],"LV":[114,178],"problem":[116],"MR":[118,160],"and":[119,123,161,174],"data":[121],"independently":[122],"this":[128],"common":[129],"link":[130],"introduce":[132],"soft":[138],"penalty":[139],"term":[140],"algorithm.":[145],"tested":[147],"proposed":[149],"algorithm":[150],"dataset":[154],"38":[156],"undergoing":[158],"both":[159],"scans.":[163],"The":[164],"introduction":[165],"personalized":[168],"shape":[169],"improves":[171],"robustness":[175],"segmentation,":[179],"supported":[181],"by":[182],"error":[184],"reduction":[185],"when":[186],"compared":[187],"core":[189],"lab":[190],"manual":[191],"same":[195],"sequences.":[197]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}