{"id":"https://openalex.org/W2732931556","doi":"https://doi.org/10.1109/tpami.2018.2840695","title":"DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation","display_name":"DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2732931556","doi":"https://doi.org/10.1109/tpami.2018.2840695","mag":"2732931556","pmid":"https://pubmed.ncbi.nlm.nih.gov/29993532"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2018.2840695","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tpami.2018.2840695","pdf_url":"https://ieeexplore.ieee.org/ielx7/34/8730438/08370732.pdf","source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/34/8730438/08370732.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029722566","display_name":"Guotai Wang","orcid":"https://orcid.org/0000-0002-8632-158X"},"institutions":[{"id":"https://openalex.org/I4210122016","display_name":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences","ror":"https://ror.org/03r42r570","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I1299528221","https://openalex.org/I4210087105","https://openalex.org/I4210122016","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Guotai Wang","raw_affiliation_strings":["Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-8632-158X","affiliations":[{"raw_affiliation_string":"Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom","institution_ids":["https://openalex.org/I4210122016","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032634346","display_name":"Mar\u00eda A. Zuluaga","orcid":"https://orcid.org/0000-0002-1147-766X"},"institutions":[{"id":"https://openalex.org/I4210122016","display_name":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences","ror":"https://ror.org/03r42r570","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I1299528221","https://openalex.org/I4210087105","https://openalex.org/I4210122016","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maria A. Zuluaga","raw_affiliation_strings":["Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-1147-766X","affiliations":[{"raw_affiliation_string":"Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom","institution_ids":["https://openalex.org/I4210122016","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461989","display_name":"Wenqi Li","orcid":"https://orcid.org/0000-0003-1081-2830"},"institutions":[{"id":"https://openalex.org/I4210122016","display_name":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences","ror":"https://ror.org/03r42r570","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I1299528221","https://openalex.org/I4210087105","https://openalex.org/I4210122016","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wenqi Li","raw_affiliation_strings":["Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-1081-2830","affiliations":[{"raw_affiliation_string":"Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom","institution_ids":["https://openalex.org/I4210122016","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016556707","display_name":"Rosalind Pratt","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113298","display_name":"London Women's Clinic","ror":"https://ror.org/024en4403","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210113298"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rosalind Pratt","raw_affiliation_strings":["Institute for Women's Health, University College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Women's Health, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I4210113298","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107207309","display_name":"Premal A. Patel","orcid":"https://orcid.org/0000-0003-3504-5092"},"institutions":[{"id":"https://openalex.org/I4210122016","display_name":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences","ror":"https://ror.org/03r42r570","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I1299528221","https://openalex.org/I4210087105","https://openalex.org/I4210122016","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Premal A. Patel","raw_affiliation_strings":["Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom","institution_ids":["https://openalex.org/I4210122016","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035865500","display_name":"Micha\u00ebl Aertsen","orcid":"https://orcid.org/0000-0003-1994-5365"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Michael Aertsen","raw_affiliation_strings":["Department of Radiology, University Hospitals KU Leuven, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University Hospitals KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071500578","display_name":"Tom Doel","orcid":"https://orcid.org/0000-0001-8092-9378"},"institutions":[{"id":"https://openalex.org/I4210122016","display_name":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences","ror":"https://ror.org/03r42r570","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I1299528221","https://openalex.org/I4210087105","https://openalex.org/I4210122016","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tom Doel","raw_affiliation_strings":["Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-8092-9378","affiliations":[{"raw_affiliation_string":"Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom","institution_ids":["https://openalex.org/I4210122016","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055496507","display_name":"Anna L. David","orcid":"https://orcid.org/0000-0002-0199-6140"},"institutions":[{"id":"https://openalex.org/I4210113298","display_name":"London Women's Clinic","ror":"https://ror.org/024en4403","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210113298"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anna L. David","raw_affiliation_strings":["Institute for Women's Health, University College London, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-0199-6140","affiliations":[{"raw_affiliation_string":"Institute for Women's Health, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I4210113298","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079918230","display_name":"Jan Deprest","orcid":"https://orcid.org/0000-0002-4920-945X"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jan Deprest","raw_affiliation_strings":["Department of Obstetrics, University Hospitals KU Leuven, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Obstetrics, University Hospitals KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082106258","display_name":"S\u00e9bastien Ourselin","orcid":"https://orcid.org/0000-0002-5694-5340"},"institutions":[{"id":"https://openalex.org/I4210122016","display_name":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences","ror":"https://ror.org/03r42r570","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I1299528221","https://openalex.org/I4210087105","https://openalex.org/I4210122016","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sebastien Ourselin","raw_affiliation_strings":["Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom","institution_ids":["https://openalex.org/I4210122016","https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028279799","display_name":"Tom Vercauteren","orcid":"https://orcid.org/0000-0003-1794-0456"},"institutions":[{"id":"https://openalex.org/I4210122016","display_name":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences","ror":"https://ror.org/03r42r570","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I1299528221","https://openalex.org/I4210087105","https://openalex.org/I4210122016","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tom Vercauteren","raw_affiliation_strings":["Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-1794-0456","affiliations":[{"raw_affiliation_string":"Translational Imaging Group, Wellcome EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom","institution_ids":["https://openalex.org/I4210122016","https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":{"value":1134,"currency":"EUR","value_usd":1223},"fwci":68.9715,"has_fulltext":true,"cited_by_count":497,"citation_normalized_percentile":{"value":0.99956105,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"41","issue":"7","first_page":"1559","last_page":"1572"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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":0.9973999857902527,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9973000288009644,"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":0.8210731148719788},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7668286561965942},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7656718492507935},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6722756028175354},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.601286768913269},{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.5779518485069275},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5598238110542297},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.5281866788864136},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5021166801452637},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48858651518821716},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.47445711493492126},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45955100655555725},{"id":"https://openalex.org/keywords/geodesic","display_name":"Geodesic","score":0.4270130693912506}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8210731148719788},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7668286561965942},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7656718492507935},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6722756028175354},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.601286768913269},{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.5779518485069275},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5598238110542297},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.5281866788864136},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5021166801452637},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48858651518821716},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.47445711493492126},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45955100655555725},{"id":"https://openalex.org/C165818556","wikidata":"https://www.wikidata.org/wiki/Q213488","display_name":"Geodesic","level":2,"score":0.4270130693912506},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010920","descriptor_name":"Placenta","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D010920","descriptor_name":"Placenta","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D010920","descriptor_name":"Placenta","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.1109/tpami.2018.2840695","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tpami.2018.2840695","pdf_url":"https://ieeexplore.ieee.org/ielx7/34/8730438/08370732.pdf","source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:29993532","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29993532","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":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null},{"id":"pmh:oai:arXiv.org:1707.00652","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1707.00652","pdf_url":"https://arxiv.org/pdf/1707.00652","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/34077735-e865-4993-9f43-aae715adfd06","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85048000930&partnerID=8YFLogxK","pdf_url":"https://kclpure.kcl.ac.uk/ws/files/143110885/DeepIGeoS_VERCAUTEREN_Publishedonline22May2018_GOLD_VoR_CC_BY_.pdf","source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wang, G, Zuluaga, M A, Li, W, Pratt, R, Patel, P A, Aertsen, M, Doel, T, David, A L, Deprest, J, Ourselin, S & Vercauteren, T 2019, 'DeepIGeoS : A Deep Interactive Geodesic Framework for Medical Image Segmentation', IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41, no. 7, pp. 1559-1572. https://doi.org/10.1109/TPAMI.2018.2840695","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/625534","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/625534","pdf_url":"https://lirias.kuleuven.be/retrieve/5857f16c-dc16-4962-b1bf-06f90f6bd872","source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Ieee Transactions On Pattern Analysis And Machine Intelligence, vol. 41 (7), (1559-1572)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1562775","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/1562775/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   IEEE Transactions on Pattern Analysis and Machine Intelligence , 41  (7)   1559 -1572.   (2019)      ","raw_type":"Article"},{"id":"pmh:oai:europepmc.org:5577645","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6594450","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:kclpure.kcl.ac.uk:openaire/34077735-e865-4993-9f43-aae715adfd06","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/34077735-e865-4993-9f43-aae715adfd06","pdf_url":null,"source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wang, G, Zuluaga, M A, Li, W, Pratt, R, Patel, P A, Aertsen, M, Doel, T, David, A L, Deprest, J, Ourselin, S & Vercauteren, T 2019, 'DeepIGeoS : A Deep Interactive Geodesic Framework for Medical Image Segmentation', IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41, no. 7, pp. 1559-1572. https://doi.org/10.1109/TPAMI.2018.2840695","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1109/tpami.2018.2840695","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tpami.2018.2840695","pdf_url":"https://ieeexplore.ieee.org/ielx7/34/8730438/08370732.pdf","source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1074010309","display_name":null,"funder_award_id":"EP/H046410/1, EP/J020990/1, EP/K005278","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G150562299","display_name":null,"funder_award_id":"EP/H046410","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1677518145","display_name":null,"funder_award_id":"203145Z/16/Z","funder_id":"https://openalex.org/F4320320286","funder_display_name":"University College London"},{"id":"https://openalex.org/G1737639950","display_name":null,"funder_award_id":"EP/K005278","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1775974636","display_name":null,"funder_award_id":"H046410","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2145614116","display_name":null,"funder_award_id":"EP/J020990/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2408009129","display_name":null,"funder_award_id":"NS/A000027/1","funder_id":"https://openalex.org/F4320319990","funder_display_name":"National Institute for Health and Care Research"},{"id":"https://openalex.org/G3126617770","display_name":null,"funder_award_id":"EP/J020990/1","funder_id":"https://openalex.org/F4320320286","funder_display_name":"University College London"},{"id":"https://openalex.org/G3234451423","display_name":null,"funder_award_id":"RG160569","funder_id":"https://openalex.org/F4320320006","funder_display_name":"Royal Society"},{"id":"https://openalex.org/G3270874554","display_name":null,"funder_award_id":"203145Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G3430600845","display_name":null,"funder_award_id":"WT101957","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G3959461325","display_name":"Intelligent Imaging: Motion, Form and Function Across Scale","funder_award_id":"EP/H046410/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4171234563","display_name":"Computational models of neurodegenerative disease progression","funder_award_id":"EP/J020990/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G422312149","display_name":null,"funder_award_id":"EP/H046410/1","funder_id":"https://openalex.org/F4320320286","funder_display_name":"University College London"},{"id":"https://openalex.org/G6200111879","display_name":null,"funder_award_id":"203145Z/16/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G6496510108","display_name":null,"funder_award_id":"J020990","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7459679515","display_name":null,"funder_award_id":"NS/A000027/1","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G7486377412","display_name":null,"funder_award_id":"EP/H046410/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7608866393","display_name":null,"funder_award_id":"WT101957","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7746801374","display_name":null,"funder_award_id":"NS/A000027/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8642393552","display_name":null,"funder_award_id":"EP/K005278","funder_id":"https://openalex.org/F4320320286","funder_display_name":"University College London"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320320006","display_name":"Royal Society","ror":"https://ror.org/03wnrjx87"},{"id":"https://openalex.org/F4320320286","display_name":"University College London","ror":"https://ror.org/02jx3x895"},{"id":"https://openalex.org/F4320325311","display_name":"University College London Hospitals NHS Foundation Trust","ror":"https://ror.org/042fqyp44"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320334632","display_name":"Science and Technology Facilities Council","ror":"https://ror.org/057g20z61"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2732931556.pdf","grobid_xml":"https://content.openalex.org/works/W2732931556.grobid-xml"},"referenced_works_count":90,"referenced_works":["https://openalex.org/W27675589","https://openalex.org/W32702003","https://openalex.org/W1546771929","https://openalex.org/W1572251380","https://openalex.org/W1641498739","https://openalex.org/W1686810756","https://openalex.org/W1884191083","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1923697677","https://openalex.org/W1948751323","https://openalex.org/W1964772475","https://openalex.org/W1975772810","https://openalex.org/W1993127575","https://openalex.org/W2002800263","https://openalex.org/W2008335645","https://openalex.org/W2035509863","https://openalex.org/W2079842879","https://openalex.org/W2097117768","https://openalex.org/W2101309634","https://openalex.org/W2102605133","https://openalex.org/W2104266970","https://openalex.org/W2113137767","https://openalex.org/W2119173284","https://openalex.org/W2124351162","https://openalex.org/W2124592697","https://openalex.org/W2125416623","https://openalex.org/W2125637308","https://openalex.org/W2127890285","https://openalex.org/W2130513366","https://openalex.org/W2130748174","https://openalex.org/W2134839354","https://openalex.org/W2140041787","https://openalex.org/W2142761958","https://openalex.org/W2145803225","https://openalex.org/W2155893237","https://openalex.org/W2161236525","https://openalex.org/W2163096274","https://openalex.org/W2163605009","https://openalex.org/W2167219413","https://openalex.org/W2169551590","https://openalex.org/W2178711753","https://openalex.org/W2188119724","https://openalex.org/W2194775991","https://openalex.org/W2300469113","https://openalex.org/W2301358467","https://openalex.org/W2317851288","https://openalex.org/W2337429362","https://openalex.org/W2337890890","https://openalex.org/W2345670464","https://openalex.org/W2395611524","https://openalex.org/W2396622801","https://openalex.org/W2402144811","https://openalex.org/W2412782625","https://openalex.org/W2418346537","https://openalex.org/W2464708700","https://openalex.org/W2473131906","https://openalex.org/W2476575773","https://openalex.org/W2510642588","https://openalex.org/W2526812697","https://openalex.org/W2550143307","https://openalex.org/W2592107721","https://openalex.org/W2592929672","https://openalex.org/W2596447482","https://openalex.org/W2618677231","https://openalex.org/W2630529475","https://openalex.org/W2950094539","https://openalex.org/W2952793010","https://openalex.org/W2953384591","https://openalex.org/W2962914239","https://openalex.org/W2963563573","https://openalex.org/W2963840672","https://openalex.org/W3100969844","https://openalex.org/W4251321576","https://openalex.org/W4294305479","https://openalex.org/W4308909683","https://openalex.org/W4385490361","https://openalex.org/W6632360823","https://openalex.org/W6637373629","https://openalex.org/W6639824700","https://openalex.org/W6640295612","https://openalex.org/W6678984726","https://openalex.org/W6684191040","https://openalex.org/W6685753120","https://openalex.org/W6687029160","https://openalex.org/W6696085341","https://openalex.org/W6703477647","https://openalex.org/W6713134421","https://openalex.org/W6729280921","https://openalex.org/W6735434526"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2945274617","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W2055202857","https://openalex.org/W2371519352","https://openalex.org/W4205800335","https://openalex.org/W2386644571","https://openalex.org/W2372421320","https://openalex.org/W2551987074"],"abstract_inverted_index":{"Accurate":[0],"medical":[1],"image":[2],"segmentation":[3,23,50,101,156,164],"is":[4],"essential":[5],"for":[6,41,68],"diagnosis,":[7],"surgical":[8],"planning":[9],"and":[10,38,61,102,119,160,180,183,191],"many":[11],"other":[12],"applications.":[13],"Convolutional":[14],"Neural":[15],"Networks":[16],"(CNNs)":[17],"have":[18],"become":[19,36],"the":[20,54,95,99,147,151],"state-of-the-art":[21],"automatic":[22,27,59,79,178],"methods.":[24,198],"However,":[25],"fully":[26],"results":[28,55,169],"may":[29],"still":[30],"need":[31],"to":[32,35,52,62,75,87,109],"be":[33],"refined":[34,105],"accurate":[37],"robust":[39],"enough":[40],"clinical":[42],"use.":[43],"We":[44,71,107,145],"propose":[45,108,120],"a":[46,104,121,126,140,174],"deep":[47],"learning-based":[48],"interactive":[49,197],"method":[51,172],"improve":[53],"obtained":[56],"by":[57],"an":[58,77],"CNN":[60,74,91],"reduce":[63],"user":[64,83,96,111,134,189],"interactions":[65,84,97,112,135],"during":[66],"refinement":[67],"higher":[69,185],"accuracy.":[70],"use":[72],"one":[73],"obtain":[76],"initial":[78,100],"segmentation,":[80],"on":[81],"which":[82],"are":[85],"added":[86],"indicate":[88],"mis-segmentations.":[89],"Another":[90],"takes":[92],"as":[93,136],"input":[94],"with":[98,113,187,195],"gives":[103,125],"result.":[106],"combine":[110],"CNNs":[114],"through":[115],"geodesic":[116],"distance":[117],"transforms,":[118],"resolution-preserving":[122],"network":[123],"that":[124],"better":[127],"dense":[128],"prediction.":[129],"In":[130],"addition,":[131],"we":[132],"integrate":[133],"hard":[137],"constraints":[138],"into":[139],"back-propagatable":[141],"Conditional":[142],"Random":[143],"Field.":[144],"validated":[146],"proposed":[148],"framework":[149],"in":[150],"context":[152],"of":[153],"2D":[154],"placenta":[155],"from":[157,165,177],"fetal":[158],"MRI":[159],"3D":[161],"brain":[162],"tumor":[163],"FLAIR":[166],"images.":[167],"Experimental":[168],"show":[170],"our":[171],"achieves":[173],"large":[175],"improvement":[176],"CNNs,":[179],"obtains":[181],"comparable":[182],"even":[184],"accuracy":[186],"fewer":[188],"interventions":[190],"less":[192],"time":[193],"compared":[194],"traditional":[196]},"counts_by_year":[{"year":2026,"cited_by_count":24},{"year":2025,"cited_by_count":72},{"year":2024,"cited_by_count":63},{"year":2023,"cited_by_count":78},{"year":2022,"cited_by_count":77},{"year":2021,"cited_by_count":91},{"year":2020,"cited_by_count":47},{"year":2019,"cited_by_count":33},{"year":2018,"cited_by_count":12}],"updated_date":"2026-06-27T08:28:00.272161","created_date":"2025-10-10T00:00:00"}