Zero-Shot Domain Adaptation in CT Segmentation by Filtered Back Projection Augmentation

von Saparov, Talgat
Veröffentlicht in DGM4MICCAI (1. : 2021 : Online) Deep Generative Models, and Data Augmentation, Labelling, and Imperfections (2021)

Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation

von Zakazov, Ivan
Veröffentlicht in MICCAI (24. : 2021 : Online) Medical image computing and computer assisted intervention - MICCAI 2021 ; Part 3 (2021)

First U-Net Layers Contain More Domain Specific Information Than the Last Ones

von Shirokikh, Boris
Veröffentlicht in MICCAI Workshop on Domain Adaptation and Representation Transfer (2. : 2020 : Online) Domain adaptation and representation transfer and distributed and collaborative learning (2020)

Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation

von Shirokikh, Boris
Veröffentlicht in MICCAI (23. : 2020 : Online) Medical image computing and computer assisted intervention - MICCAI 2020 ; Part 4 (2020)

Deep Learning for Brain Tumor Segmentation in Radiosurgery:Prospective Clinical Evaluation

von Shirokikh, Boris
Veröffentlicht in BrainLes (5. : 2019 : Shenzhen) Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries ; Part 1 (2020)