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I saw, I conceived, I concluded: Progressive Concepts as Bottlenecks


Nov 19, 2022
Manxi Lin, Aasa Feragen, Zahra Bashir, Martin Grønnebæk Tolsgaard, Anders Nymark Christensen

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DTU-Net: Learning Topological Similarity for Curvilinear Structure Segmentation


May 23, 2022
Manxi Lin, Zahra Bashir, Martin Grønnebæk Tolsgaard, Anders Nymark Christensen, Aasa Feragen

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* 9 pages, 4 figures 

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Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection


Apr 12, 2022
Eike Petersen, Aasa Feragen, Maria Luise da Costa Zemsch, Anders Henriksen, Oskar Eiler Wiese Christensen, Melanie Ganz

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* Submitted to MICCAI 2022 

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diffConv: Analyzing Irregular Point Clouds with an Irregular View


Nov 29, 2021
Manxi Lin, Aasa Feragen

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* 10 pages, 5 figures 

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Spot the Difference: Topological Anomaly Detection via Geometric Alignment


Jun 09, 2021
Steffen Czolbe, Aasa Feragen, Oswin Krause

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* Preprint, under review 

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Graph2Graph Learning with Conditional Autoregressive Models


Jun 06, 2021
Guan Wang, Francois Bernard Lauze, Aasa Feragen

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Semi-supervised, Topology-Aware Segmentation of Tubular Structures from Live Imaging 3D Microscopy


May 20, 2021
Kasra Arnavaz, Oswin Krause, Jelena M. Krivokapic, Silja Heilmann, Jakob Andreas Bærentzen, Pia Nyeng, Aasa Feragen

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Semantic similarity metrics for learned image registration


Apr 20, 2021
Steffen Czolbe, Oswin Krause, Aasa Feragen

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* Published at MIDL 2021 (Oral). Reviews and discussion on Open Review: https://openreview.net/forum?id=9M5cH--UdcC. arXiv admin note: text overlap with arXiv:2011.05735 

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Is segmentation uncertainty useful?


Mar 30, 2021
Steffen Czolbe, Kasra Arnavaz, Oswin Krause, Aasa Feragen

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* Published at Information Processing in Medical Imaging (IPMI) 2021 

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DeepSim: Semantic similarity metrics for learned image registration


Nov 11, 2020
Steffen Czolbe, Oswin Krause, Aasa Feragen

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* Talk given at Medical Imaging Meets NeurIPS, NeurIPS 2020 workshop. Extended Abstract 

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