{"id":"https://openalex.org/W2288413204","doi":"https://doi.org/10.1109/cic.2015.7408597","title":"Evaluation of different statistical shape models for segmentation of the left ventricular endocardium from magnetic resonance images","display_name":"Evaluation of different statistical shape models for segmentation of the left ventricular endocardium from magnetic resonance images","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2288413204","doi":"https://doi.org/10.1109/cic.2015.7408597","mag":"2288413204"},"language":"en","primary_location":{"id":"doi:10.1109/cic.2015.7408597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cic.2015.7408597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Computing in Cardiology Conference (CinC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11311/985700","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054131772","display_name":"Concetta Piazzese","orcid":"https://orcid.org/0000-0002-3605-1809"},"institutions":[{"id":"https://openalex.org/I57201433","display_name":"Universit\u00e0 della Svizzera italiana","ror":"https://ror.org/03c4atk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I57201433"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["CH","IT"],"is_corresponding":true,"raw_author_name":"Concetta Piazzese","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Italy","Universit\u00e0 della Svizzera Italiana, Lugano, Switzerland","Dipartimento di Elettronica, Politecnico di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Universit\u00e0 della Svizzera Italiana, Lugano, Switzerland","institution_ids":["https://openalex.org/I57201433"]},{"raw_affiliation_string":"Dipartimento di Elettronica, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040274699","display_name":"Chiara Carminati","orcid":"https://orcid.org/0000-0002-1155-5752"},"institutions":[{"id":"https://openalex.org/I4210089474","display_name":"Centro Cardiologico Monzino","ror":"https://ror.org/006pq9r08","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210089474","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Chiara Carminati","raw_affiliation_strings":["Centro Cardiologico Monzino IRCCS, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Centro Cardiologico Monzino IRCCS, Milan, Italy","institution_ids":["https://openalex.org/I4210089474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101858633","display_name":"Andrea Colombo","orcid":"https://orcid.org/0000-0002-7596-8863"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Colombo","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Italy","Dipartimento di Elettronica, Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052850078","display_name":"Rolf Krause","orcid":"https://orcid.org/0000-0001-5408-5271"},"institutions":[{"id":"https://openalex.org/I57201433","display_name":"Universit\u00e0 della Svizzera italiana","ror":"https://ror.org/03c4atk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Rolf Krause","raw_affiliation_strings":["Universit\u00e0 della Svizzera Italiana, Lugano, Switzerland"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 della Svizzera Italiana, Lugano, Switzerland","institution_ids":["https://openalex.org/I57201433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001490419","display_name":"Mark Potse","orcid":"https://orcid.org/0000-0003-4166-2687"},"institutions":[{"id":"https://openalex.org/I57201433","display_name":"Universit\u00e0 della Svizzera italiana","ror":"https://ror.org/03c4atk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mark Potse","raw_affiliation_strings":["Universit\u00e0 della Svizzera Italiana, Lugano, Switzerland"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 della Svizzera Italiana, Lugano, Switzerland","institution_ids":["https://openalex.org/I57201433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014275657","display_name":"Lynn Weinert","orcid":null},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lynn Weinert","raw_affiliation_strings":["Department of Cardiology, University of Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030597244","display_name":"Gloria Tamborini","orcid":"https://orcid.org/0000-0002-2116-9644"},"institutions":[{"id":"https://openalex.org/I4210089474","display_name":"Centro Cardiologico Monzino","ror":"https://ror.org/006pq9r08","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210089474","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gloria Tamborini","raw_affiliation_strings":["Centro Cardiologico Monzino IRCCS, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Centro Cardiologico Monzino IRCCS, Milan, Italy","institution_ids":["https://openalex.org/I4210089474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036779314","display_name":"Mauro Pepi","orcid":"https://orcid.org/0000-0003-2524-6288"},"institutions":[{"id":"https://openalex.org/I4210089474","display_name":"Centro Cardiologico Monzino","ror":"https://ror.org/006pq9r08","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210089474","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mauro Pepi","raw_affiliation_strings":["Centro Cardiologico Monzino IRCCS, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Centro Cardiologico Monzino IRCCS, Milan, Italy","institution_ids":["https://openalex.org/I4210089474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049765310","display_name":"Roberto M. Lang","orcid":"https://orcid.org/0000-0003-3723-1577"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roberto M. Lang","raw_affiliation_strings":["Department of Cardiology, University of Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015515154","display_name":"Enrico G. Caiani","orcid":"https://orcid.org/0000-0002-1770-6486"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico G. Caiani","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Italy","Dipartimento di Elettronica, Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5054131772"],"corresponding_institution_ids":["https://openalex.org/I57201433","https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.1872,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61301657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9882000088691711,"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":0.9882000088691711,"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":0.9750999808311462,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9484000205993652,"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/endocardium","display_name":"Endocardium","score":0.7270693182945251},{"id":"https://openalex.org/keywords/gold-standard","display_name":"Gold standard (test)","score":0.6674622893333435},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6585733890533447},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.6359679102897644},{"id":"https://openalex.org/keywords/cardiac-magnetic-resonance","display_name":"Cardiac magnetic resonance","score":0.5941187739372253},{"id":"https://openalex.org/keywords/left-atrium","display_name":"Left atrium","score":0.5802451968193054},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.45765364170074463},{"id":"https://openalex.org/keywords/short-axis","display_name":"Short axis","score":0.4503523111343384},{"id":"https://openalex.org/keywords/diastole","display_name":"Diastole","score":0.44929495453834534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42946910858154297},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3981168866157532},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.3766489028930664},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35016942024230957},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.34219127893447876},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.315732479095459},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2993219494819641},{"id":"https://openalex.org/keywords/long-axis","display_name":"Long axis","score":0.14873814582824707},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.11887544393539429}],"concepts":[{"id":"https://openalex.org/C85378888","wikidata":"https://www.wikidata.org/wiki/Q721856","display_name":"Endocardium","level":2,"score":0.7270693182945251},{"id":"https://openalex.org/C40993552","wikidata":"https://www.wikidata.org/wiki/Q514654","display_name":"Gold standard (test)","level":2,"score":0.6674622893333435},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6585733890533447},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.6359679102897644},{"id":"https://openalex.org/C2987145844","wikidata":"https://www.wikidata.org/wiki/Q5038325","display_name":"Cardiac magnetic resonance","level":3,"score":0.5941187739372253},{"id":"https://openalex.org/C2777615863","wikidata":"https://www.wikidata.org/wiki/Q1074839","display_name":"Left atrium","level":3,"score":0.5802451968193054},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.45765364170074463},{"id":"https://openalex.org/C3018842581","wikidata":"https://www.wikidata.org/wiki/Q488415","display_name":"Short axis","level":3,"score":0.4503523111343384},{"id":"https://openalex.org/C57900726","wikidata":"https://www.wikidata.org/wiki/Q492905","display_name":"Diastole","level":3,"score":0.44929495453834534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42946910858154297},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3981168866157532},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.3766489028930664},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35016942024230957},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.34219127893447876},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.315732479095459},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2993219494819641},{"id":"https://openalex.org/C2988186910","wikidata":"https://www.wikidata.org/wiki/Q29588829","display_name":"Long axis","level":2,"score":0.14873814582824707},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.11887544393539429},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.0},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cic.2015.7408597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cic.2015.7408597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Computing in Cardiology Conference (CinC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01244196v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-01244196","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computing in Cardiology, Sep 2015, Nice, France","raw_type":"Conference papers"},{"id":"pmh:oai:re.public.polimi.it:11311/985700","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/985700","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:re.public.polimi.it:11311/985700","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/985700","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W46836201","https://openalex.org/W2010666594","https://openalex.org/W2032618685","https://openalex.org/W2067247632","https://openalex.org/W2081065608","https://openalex.org/W2104276184","https://openalex.org/W2130531442","https://openalex.org/W2317303151"],"related_works":["https://openalex.org/W2463104919","https://openalex.org/W2595058058","https://openalex.org/W2883893641","https://openalex.org/W2351987207","https://openalex.org/W3029352789","https://openalex.org/W3030529750","https://openalex.org/W1988244050","https://openalex.org/W2164620058","https://openalex.org/W2349893155","https://openalex.org/W2899006596"],"abstract_inverted_index":{"Statistical":[0],"shape":[1],"models":[2],"(SSMs)":[3],"represent":[4],"a":[5,101],"powerful":[6],"tool":[7],"used":[8,70],"in":[9,34,66,92,121],"patient-specific":[10],"modeling":[11],"to":[12,30,71,87],"segment":[13],"medical":[14],"images":[15],"because":[16],"they":[17],"incorporate":[18],"a-priori":[19],"knowledge":[20],"that":[21],"guide":[22],"the":[23,93],"model":[24,82],"during":[25],"deformation.":[26],"Our":[27],"aim":[28],"was":[29,69,83],"evaluate":[31],"segmentation":[32],"accuracy":[33],"terms":[35],"of":[36,59,100,132],"left":[37],"ventricular":[38],"(LV)":[39],"volumes":[40],"obtained":[41,65],"using":[42],"four":[43,73],"different":[44,74],"SSMs":[45],"versus":[46,118],"manual":[47],"gold":[48],"standard":[49],"tracing":[50],"on":[51,77],"cardiac":[52,78],"magnetic":[53],"resonance":[54],"(CMR)":[55],"images.":[56],"A":[57],"database":[58],"3D":[60],"echocardiographic":[61],"(3DE)":[62],"LV":[63,89,111],"surfaces":[64],"435":[67],"patients":[68,108],"generate":[72],"SSMs,":[75],"based":[76],"phase":[79],"selection.":[80],"Each":[81],"scaled":[84],"and":[85,96,115,129],"deformed":[86],"detect":[88],"endocardial":[90],"contours":[91],"end-diastolic":[94],"(ED)":[95],"end-systolic":[97],"(ES)":[98],"frames":[99],"CMR":[102],"short-axis":[103],"(SAX)":[104],"stack":[105],"for":[106],"15":[107],"with":[109],"normal":[110],"function.":[112],"Linear":[113],"correlation":[114,125],"Bland-Altman":[116],"analyses":[117],"gold-standard":[119],"showed":[120],"all":[122],"cases":[123],"high":[124],"(r2>0.95),":[126],"non-significant":[127],"biases":[128],"narrow":[130],"limits":[131],"agreement.":[133]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}