{"id":"https://openalex.org/W2900494731","doi":"https://doi.org/10.1007/978-3-030-04747-4_24","title":"Combining Deep Learning and Shape Priors for Bi-Ventricular Segmentation of Volumetric Cardiac Magnetic Resonance Images","display_name":"Combining Deep Learning and Shape Priors for Bi-Ventricular Segmentation of Volumetric Cardiac Magnetic Resonance Images","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2900494731","doi":"https://doi.org/10.1007/978-3-030-04747-4_24","mag":"2900494731"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-04747-4_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-04747-4_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.birmingham.ac.uk/en/publications/e36a4a52-afb8-4314-82d3-1840f2e88c57","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078754523","display_name":"Jinming Duan","orcid":"https://orcid.org/0000-0002-5108-2128"},"institutions":[{"id":"https://openalex.org/I4210154413","display_name":"Institute of Group Analysis","ror":"https://ror.org/05bnh6b29","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210154413"]},{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jinming Duan","raw_affiliation_strings":["Biomedical Image Analysis Group, Imperial College London, London, UK","MRC London Institute of Medical Sciences, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Biomedical Image Analysis Group, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210154413","https://openalex.org/I47508984"]},{"raw_affiliation_string":"MRC London Institute of Medical Sciences, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037038047","display_name":"Jo Schlemper","orcid":"https://orcid.org/0000-0003-1867-1155"},"institutions":[{"id":"https://openalex.org/I4210154413","display_name":"Institute of Group Analysis","ror":"https://ror.org/05bnh6b29","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210154413"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jo Schlemper","raw_affiliation_strings":["Biomedical Image Analysis Group, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Biomedical Image Analysis Group, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210154413","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059823739","display_name":"Wenjia Bai","orcid":"https://orcid.org/0000-0003-2943-7698"},"institutions":[{"id":"https://openalex.org/I4210154413","display_name":"Institute of Group Analysis","ror":"https://ror.org/05bnh6b29","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210154413"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wenjia Bai","raw_affiliation_strings":["Biomedical Image Analysis Group, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Biomedical Image Analysis Group, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210154413","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089066482","display_name":"Timothy J. W. Dawes","orcid":"https://orcid.org/0000-0001-7871-524X"},"institutions":[{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Timothy J. W. Dawes","raw_affiliation_strings":["MRC London Institute of Medical Sciences, Imperial College London, London, UK","National Heart and Lung Institute, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"MRC London Institute of Medical Sciences, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]},{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051802348","display_name":"Ghalib Bello","orcid":"https://orcid.org/0000-0002-7893-743X"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]},{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ghalib Bello","raw_affiliation_strings":["MRC London Institute of Medical Sciences, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"MRC London Institute of Medical Sciences, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016254297","display_name":"Carlo Biffi","orcid":"https://orcid.org/0000-0002-4913-7441"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]},{"id":"https://openalex.org/I4210154413","display_name":"Institute of Group Analysis","ror":"https://ror.org/05bnh6b29","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210154413"]},{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Carlo Biffi","raw_affiliation_strings":["Biomedical Image Analysis Group, Imperial College London, London, UK","MRC London Institute of Medical Sciences, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Biomedical Image Analysis Group, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210154413","https://openalex.org/I47508984"]},{"raw_affiliation_string":"MRC London Institute of Medical Sciences, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079405870","display_name":"Georgia Doumou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Georgia Doumou","raw_affiliation_strings":["MRC London Institute of Medical Sciences, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"MRC London Institute of Medical Sciences, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071762687","display_name":"Antonio de Marvao","orcid":"https://orcid.org/0000-0001-9095-5887"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]},{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Antonio De Marvao","raw_affiliation_strings":["MRC London Institute of Medical Sciences, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"MRC London Institute of Medical Sciences, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068696789","display_name":"Declan P. O\u2019Regan","orcid":"https://orcid.org/0000-0002-0691-0270"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]},{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Declan P. O\u2019Regan","raw_affiliation_strings":["MRC London Institute of Medical Sciences, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"MRC London Institute of Medical Sciences, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006461848","display_name":"Daniel Rueckert","orcid":"https://orcid.org/0000-0002-5683-5889"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]},{"id":"https://openalex.org/I4210154413","display_name":"Institute of Group Analysis","ror":"https://ror.org/05bnh6b29","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210154413"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Rueckert","raw_affiliation_strings":["Biomedical Image Analysis Group, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Biomedical Image Analysis Group, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210154413","https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5078754523"],"corresponding_institution_ids":["https://openalex.org/I4210154413","https://openalex.org/I4210161592","https://openalex.org/I47508984"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.486,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.91403461,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"258","last_page":"267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9986000061035156,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9977999925613403,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9970999956130981,"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/segmentation","display_name":"Segmentation","score":0.8146560192108154},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.763046383857727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7365965843200684},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.6460345983505249},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.6341513395309448},{"id":"https://openalex.org/keywords/cardiac-magnetic-resonance","display_name":"Cardiac magnetic resonance","score":0.536396861076355},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.524965226650238},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5132479667663574},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47037214040756226},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4596014618873596},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.4553414583206177},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41063833236694336},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3918744921684265},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.06936827301979065},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.055958092212677}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8146560192108154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.763046383857727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7365965843200684},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.6460345983505249},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.6341513395309448},{"id":"https://openalex.org/C2987145844","wikidata":"https://www.wikidata.org/wiki/Q5038325","display_name":"Cardiac magnetic resonance","level":3,"score":0.536396861076355},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.524965226650238},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5132479667663574},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47037214040756226},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4596014618873596},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.4553414583206177},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41063833236694336},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3918744921684265},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.06936827301979065},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.055958092212677},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-04747-4_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-04747-4_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:Publications/e36a4a52-afb8-4314-82d3-1840f2e88c57","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/e36a4a52-afb8-4314-82d3-1840f2e88c57","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/e36a4a52-afb8-4314-82d3-1840f2e88c57","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"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":"Duan, J, Schlemper, J, Bai, W, Dawes, T J W, Bello, G, Biffi, C, Doumou, G, De Marvao, A, O\u2019Regan, D P & Rueckert, D 2018, Combining deep learning and shape priors for bi-ventricular segmentation of volumetric cardiac magnetic resonance images. in H Lombaert, B Paniagua, B Egger, M L\u00fcthi, M Reuter & C Wachinger (eds), Shape in Medical Imaging : nternational Workshop, ShapeMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11167 LNCS, Springer Verlag, pp. 258-267, International Workshop on Shape in Medical Imaging, ShapeMI 2018 held in conjunction with 21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018, Granada, Spain, 20/09/18. https://doi.org/10.1007/978-3-030-04747-4_24","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.atira.dk:publications/e36a4a52-afb8-4314-82d3-1840f2e88c57","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85057387021&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"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":"Duan , J , Schlemper , J , Bai , W , Dawes , T J W , Bello , G , Biffi , C , Doumou , G , De Marvao , A , O\u2019Regan , D P & Rueckert , D 2018 , Combining deep learning and shape priors for bi-ventricular segmentation of volumetric cardiac magnetic resonance images . in H Lombaert , B Paniagua , B Egger , M L\u00fcthi , M Reuter & C Wachinger (eds) , Shape in Medical Imaging : nternational Workshop, ShapeMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , vol. 11167 LNCS , Springer Verlag , pp. 258-267 , International Workshop on Shape in Medical Imaging, ShapeMI 2018 held in conjunction with 21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018 , Granada , Spain , 20/09/18 . https://doi.org/10.1007/978-3-030-04747-4_24","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/77499","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/77499","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MICCAI ShapeMI Workshop","raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/e36a4a52-afb8-4314-82d3-1840f2e88c57","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/e36a4a52-afb8-4314-82d3-1840f2e88c57","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"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":"Duan, J, Schlemper, J, Bai, W, Dawes, T J W, Bello, G, Biffi, C, Doumou, G, De Marvao, A, O\u2019Regan, D P & Rueckert, D 2018, Combining deep learning and shape priors for bi-ventricular segmentation of volumetric cardiac magnetic resonance images. in H Lombaert, B Paniagua, B Egger, M L\u00fcthi, M Reuter & C Wachinger (eds), Shape in Medical Imaging : nternational Workshop, ShapeMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11167 LNCS, Springer Verlag, pp. 258-267, International Workshop on Shape in Medical Imaging, ShapeMI 2018 held in conjunction with 21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018, Granada, Spain, 20/09/18. https://doi.org/10.1007/978-3-030-04747-4_24","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2113576511","https://openalex.org/W2130775436","https://openalex.org/W2142445683","https://openalex.org/W2156926884","https://openalex.org/W2258978862","https://openalex.org/W2337438617","https://openalex.org/W2404618390","https://openalex.org/W2516293122","https://openalex.org/W2767033384","https://openalex.org/W2884058584","https://openalex.org/W2962885625","https://openalex.org/W2963395421","https://openalex.org/W2963736634","https://openalex.org/W2964015318","https://openalex.org/W2964212292","https://openalex.org/W6776424161"],"related_works":["https://openalex.org/W2580650124","https://openalex.org/W4386190339","https://openalex.org/W2968424575","https://openalex.org/W3142333283","https://openalex.org/W3122088529","https://openalex.org/W2111669074","https://openalex.org/W2085259108","https://openalex.org/W3041320102","https://openalex.org/W2071416974","https://openalex.org/W3129535607"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
