<> <http://www.w3.org/2000/01/rdf-schema#comment> "The repository administrator has not yet configured an RDF license."^^<http://www.w3.org/2001/XMLSchema#string> .
<> <http://xmlns.com/foaf/0.1/primaryTopic> <https://discovery.ucl.ac.uk/id/eprint/10191148> .
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<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Article> .
<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://purl.org/dc/terms/title> "Misclassification Loss for Segmentation of the Aortic Vessel Tree"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://purl.org/ontology/bibo/abstract> "Common pixel-based loss functions for image segmentation struggle with the fine-scale structures often found in the aortic vessel tree. In this paper, we propose a Misclassification Loss (MC loss) function, which can effectively suppress false positives and rescue the false negatives. A differentiable eXclusive OR (XOR) operation is implemented to identify these false predictions, which are then minimized through a cross-entropy loss. The proposed MC loss helps the network achieve better performance by focusing on these difficult regions. On the Segmentation of the Aorta SEG.A. 2023 challenge, our method achieves a Dice score of 0.93 and a Hausdorff Distance (HD) of 3.50 mm on a 5-fold split of 56 training subjects. We participated in the SEG.A. 2023 challenge, and the proposed method ranks among the top-six approaches in the validation phase-1. The pre-trained models, source code, and implementation will be made public."^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://purl.org/dc/terms/date> "2024-01-01" .
<https://discovery.ucl.ac.uk/id/document/1719432> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Document> .
<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://purl.org/ontology/bibo/volume> "14539" .
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<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-439e891f839be2c394509ef6e637eca1> .
<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10191148#authors> .
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<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10191148#authors> .
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<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10191148#authors> .
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<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://purl.org/ontology/bibo/editorList> <https://discovery.ucl.ac.uk/id/eprint/10191148#editors> .
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<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://www.loc.gov/loc.terms/relators/EDT> <https://discovery.ucl.ac.uk/id/person/ext-326f095627cc30bddc3a42ad4e223b80> .
<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://purl.org/ontology/bibo/editorList> <https://discovery.ucl.ac.uk/id/eprint/10191148#editors> .
<https://discovery.ucl.ac.uk/id/eprint/10191148#editors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_2> <https://discovery.ucl.ac.uk/id/person/ext-326f095627cc30bddc3a42ad4e223b80> .
<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://www.loc.gov/loc.terms/relators/EDT> <https://discovery.ucl.ac.uk/id/person/ext-40a221f524093e88b2a3055a45abea8f> .
<https://discovery.ucl.ac.uk/id/eprint/10191148> <http://purl.org/ontology/bibo/editorList> <https://discovery.ucl.ac.uk/id/eprint/10191148#editors> .
<https://discovery.ucl.ac.uk/id/eprint/10191148#editors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_3> <https://discovery.ucl.ac.uk/id/person/ext-40a221f524093e88b2a3055a45abea8f> .
<https://discovery.ucl.ac.uk/id/person/ext-6b57bb3d1ed30d2215d6e8da8b7cf478> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> .
<https://discovery.ucl.ac.uk/id/person/ext-6b57bb3d1ed30d2215d6e8da8b7cf478> <http://xmlns.com/foaf/0.1/givenName> "Antonio"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-6b57bb3d1ed30d2215d6e8da8b7cf478> <http://xmlns.com/foaf/0.1/familyName> "Pepe"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-6b57bb3d1ed30d2215d6e8da8b7cf478> <http://xmlns.com/foaf/0.1/name> "Antonio Pepe"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-7d1c3fc0654547f6089770412deb5504> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> .
<https://discovery.ucl.ac.uk/id/person/ext-7d1c3fc0654547f6089770412deb5504> <http://xmlns.com/foaf/0.1/givenName> "Caroline"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-7d1c3fc0654547f6089770412deb5504> <http://xmlns.com/foaf/0.1/familyName> "Roney"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-7d1c3fc0654547f6089770412deb5504> <http://xmlns.com/foaf/0.1/name> "Caroline Roney"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-439e891f839be2c394509ef6e637eca1> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> .
<https://discovery.ucl.ac.uk/id/person/ext-439e891f839be2c394509ef6e637eca1> <http://xmlns.com/foaf/0.1/givenName> "Alexander"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-439e891f839be2c394509ef6e637eca1> <http://xmlns.com/foaf/0.1/familyName> "Zolotarev"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-439e891f839be2c394509ef6e637eca1> <http://xmlns.com/foaf/0.1/name> "Alexander Zolotarev"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-8592b0edb03947f5bbd859ccc7980fdc> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> .
<https://discovery.ucl.ac.uk/id/person/ext-8592b0edb03947f5bbd859ccc7980fdc> <http://xmlns.com/foaf/0.1/givenName> "Abbas"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-8592b0edb03947f5bbd859ccc7980fdc> <http://xmlns.com/foaf/0.1/familyName> "Khan"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-8592b0edb03947f5bbd859ccc7980fdc> <http://xmlns.com/foaf/0.1/name> "Abbas Khan"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-326f095627cc30bddc3a42ad4e223b80> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> .
<https://discovery.ucl.ac.uk/id/person/ext-326f095627cc30bddc3a42ad4e223b80> <http://xmlns.com/foaf/0.1/givenName> "Gian Marco"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-326f095627cc30bddc3a42ad4e223b80> <http://xmlns.com/foaf/0.1/familyName> "Melito"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-326f095627cc30bddc3a42ad4e223b80> <http://xmlns.com/foaf/0.1/name> "Gian Marco Melito"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-ab400a27de0f7fdbd0d8eaa7f03aaa14> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> .
<https://discovery.ucl.ac.uk/id/person/ext-ab400a27de0f7fdbd0d8eaa7f03aaa14> <http://xmlns.com/foaf/0.1/givenName> "Muhammad"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-ab400a27de0f7fdbd0d8eaa7f03aaa14> <http://xmlns.com/foaf/0.1/familyName> "Asad"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-ab400a27de0f7fdbd0d8eaa7f03aaa14> <http://xmlns.com/foaf/0.1/name> "Muhammad Asad"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-138125e678a54b605cfa8416ef36be05> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> .
<https://discovery.ucl.ac.uk/id/person/ext-138125e678a54b605cfa8416ef36be05> <http://xmlns.com/foaf/0.1/givenName> "Gregory"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-138125e678a54b605cfa8416ef36be05> <http://xmlns.com/foaf/0.1/familyName> "Slabaugh"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-138125e678a54b605cfa8416ef36be05> <http://xmlns.com/foaf/0.1/name> "Gregory Slabaugh"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-8d52afbaad19dd17ab962dd098b0f560> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> .
<https://discovery.ucl.ac.uk/id/person/ext-8d52afbaad19dd17ab962dd098b0f560> <http://xmlns.com/foaf/0.1/givenName> "Martin"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-8d52afbaad19dd17ab962dd098b0f560> <http://xmlns.com/foaf/0.1/familyName> "Benning"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-8d52afbaad19dd17ab962dd098b0f560> <http://xmlns.com/foaf/0.1/name> "Martin Benning"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-40a221f524093e88b2a3055a45abea8f> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> .
<https://discovery.ucl.ac.uk/id/person/ext-40a221f524093e88b2a3055a45abea8f> <http://xmlns.com/foaf/0.1/givenName> "Jan"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-40a221f524093e88b2a3055a45abea8f> <http://xmlns.com/foaf/0.1/familyName> "Egger"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-40a221f524093e88b2a3055a45abea8f> <http://xmlns.com/foaf/0.1/name> "Jan Egger"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-2dcc5794b7ce68802eee462b2eb05147> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> .
<https://discovery.ucl.ac.uk/id/person/ext-2dcc5794b7ce68802eee462b2eb05147> <http://xmlns.com/foaf/0.1/givenName> "Anthony"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-2dcc5794b7ce68802eee462b2eb05147> <http://xmlns.com/foaf/0.1/familyName> "Mathur"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-2dcc5794b7ce68802eee462b2eb05147> <http://xmlns.com/foaf/0.1/name> "Anthony Mathur"^^<http://www.w3.org/2001/XMLSchema#string> .
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