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1

Link Prediction for Flow-Driven Spatial Networks:

, In: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),
Wittmann, Bastian ; Paetzold, Johannes C. ; Prabhakar, Chinmay.. - p. 2460-2469 , 2024
Link: https://doi.org/10.1109/..
 
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2

Pushing the Limits of an FCN and A CRF Towards Near-Ideal V..:

, In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI),
Sekuboyina, Anjany ; Irmai, Jannik ; Shit, Suprosanna... - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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3

Diffusion-Based Hierarchical Multi-label Object Detection t..:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2023,
Hamamci, Ibrahim Ethem ; Er, Sezgin ; Simsar, Enis... - p. 389-399 , 2023
Link: https://doi.org/10.1007/..
 
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4

Self-pruning Graph Neural Network for Predicting Inflammato..:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2023,
Prabhakar, Chinmay ; Li, Hongwei Bran ; Paetzold, Johannes C.... - p. 226-236 , 2023
Link: https://doi.org/10.1007/..
 
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5

Leveraging 2D Deep Learning ImageNet-trained Models for Nat..:

, In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries; Lecture Notes in Computer Science,
Baheti, Bhakti ; Pati, Sarthak ; Menze, Bjoern. - p. 68-79 , 2023
Link: https://doi.org/10.1007/..
 
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6

Deep Quality Estimation: Creating Surrogate Models for Huma..:

, In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries; Lecture Notes in Computer Science,
Kofler, Florian ; Ezhov, Ivan ; Fidon, Lucas... - p. 3-13 , 2023
Link: https://doi.org/10.1007/..
 
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7

Approaching Peak Ground Truth:

, In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI),
Kofler, Florian ; Wahle, Johannes ; Ezhov, Ivan... - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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8

blob loss: Instance Imbalance Aware Loss Functions for Sema..:

, In: Lecture Notes in Computer Science; Information Processing in Medical Imaging,
Kofler, Florian ; Shit, Suprosanna ; Ezhov, Ivan... - p. 755-767 , 2023
Link: https://doi.org/10.1007/..
 
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9

METGAN: Generative Tumour Inpainting and Modality Synthesis..:

, In: 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),
Horvath, Izabela ; Paetzold, Johannes ; Schoppe, Oliver... - p. 3230-3240 , 2022
Link: https://doi.org/10.1109/..
 
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10

Relationformer: A Unified Framework for Image-to-Graph Gene..:

, In: Lecture Notes in Computer Science; Computer Vision – ECCV 2022,
Shit, Suprosanna ; Koner, Rajat ; Wittmann, Bastian... - p. 422-439 , 2022
Link: https://doi.org/10.1007/..
 
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11

Unpaired MR Image Homogenisation by Disentangled Representa..:

, In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis; Lecture Notes in Computer Science,
Li, Hongwei ; Gopal, Sunita ; Sekuboyina, Anjany... - p. 44-53 , 2021
Link: https://doi.org/10.1007/..
 
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12

A$$\nu $$-Net: Automatic Detection and Segmentation of Aneu..:

, In: Cerebral Aneurysm Detection; Lecture Notes in Computer Science,
Shit, Suprosanna ; Ezhov, Ivan ; Paetzold, Johannes C.. - p. 51-57 , 2021
Link: https://doi.org/10.1007/..
 
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13

Generalisable Cardiac Structure Segmentation via Attentiona..:

, In: Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges; Lecture Notes in Computer Science,
Li, Hongwei ; Zhang, Jianguo ; Menze, Bjoern - p. 297-304 , 2021
Link: https://doi.org/10.1007/..
 
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14

Pyramid Architecture Search for Real-Time Image Deblurring:

, In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV),
Hu, Xiaobin ; Ren, Wenqi ; Yu, Kaicheng... - p. 4278-4287 , 2021
Link: https://doi.org/10.1109/..
 
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15

Imbalance-Aware Self-supervised Learning for 3D Radiomic Re..:

, In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021; Lecture Notes in Computer Science,
Li, Hongwei ; Xue, Fei-Fei ; Chaitanya, Krishna... - p. 36-46 , 2021
Link: https://doi.org/10.1007/..
 
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