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Ezhov, Ivan
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1

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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2

FedPIDAvg: A PID Controller Inspired Aggregation Method for..:

, In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries; Lecture Notes in Computer Science,
Mächler, Leon ; Ezhov, Ivan ; Shit, Suprosanna. - p. 209-217 , 2023
Link: https://doi.org/10.1007/..
 
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3

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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4

A skeletonization algorithm for gradient-based optimization:

, In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV),
Menten, Martin J. ; Paetzold, Johannes C. ; Zimmer, Veronika A.... - p. 21337-21346 , 2023
Link: https://doi.org/10.1109/..
 
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5

Automated Analysis of Diabetic Retinopathy Using Vessel Seg..:

, In: Mitosis Domain Generalization and Diabetic Retinopathy Analysis; Lecture Notes in Computer Science,
Kreitner, Linus ; Ezhov, Ivan ; Rueckert, Daniel.. - p. 16-25 , 2023
Link: https://doi.org/10.1007/..
 
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6

Clustering Disease Trajectories in Contrastive Feature Spac..:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2023,
Holland, Robbie ; Leingang, Oliver ; Holmes, Christopher... - p. 724-734 , 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

Generalized Wasserstein Dice Loss, Test-Time Augmentation, ..:

, In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries; Lecture Notes in Computer Science,
Fidon, Lucas ; Shit, Suprosanna ; Ezhov, Ivan... - p. 187-196 , 2022
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

A Unified 3D Framework for Organs-at-Risk Localization and ..:

, In: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
Navarro, Fernando ; Sasahara, Guido ; Shit, Suprosanna... - p. 1544-1547 , 2022
Link: https://doi.org/10.1109/..
 
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11

Landmark-Free Statistical Shape Modeling Via Neural Flow De..:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2022,
Lüdke, David ; Amiranashvili, Tamaz ; Ambellan, Felix... - p. 453-463 , 2022
Link: https://doi.org/10.1007/..
 
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12

FedCostWAvg: A New Averaging for Better Federated Learning:

, In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries; Lecture Notes in Computer Science,
Mächler, Leon ; Ezhov, Ivan ; Kofler, Florian... - p. 383-391 , 2022
Link: https://doi.org/10.1007/..
 
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13

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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14

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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15

Velocity-To-Pressure (V2P) - Net: Inferring Relative Pressu..:

, In: Lecture Notes in Computer Science; Information Processing in Medical Imaging,
Shit, Suprosanna ; Das, Dhritiman ; Ezhov, Ivan... - p. 545-558 , 2021
Link: https://doi.org/10.1007/..
 
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