Extending Tempcyclegan for Virtual Augmentation of Gastrointestinal Endoscopy Training Simulators.
Proceedings of the Bildverarbeitung für die Medizin 2023, 2023
Segmenting Medical Instruments in Minimally Invasive Surgeries using AttentionMask.
CoRR, 2022
Reinforcement learning-basierte Patchpriorisierung zur beschleunigten Segmentierung von hochauflösenden Endoskopievideodaten.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022
Multi-scale fully convolutional neural networks for histopathology image segmentation: From nuclear aberrations to the global tissue architecture.
Medical Image Anal., 2021
Abstract: Widening the Focus - Biomedical Image Segmentation Challenges and the Underestimated Role of Patch Sampling and Inference Strategies.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021
Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting.
IEEE Trans. Biomed. Eng., 2020
Widening the Focus: Biomedical Image Segmentation Challenges and the Underestimated Role of Patch Sampling and Inference Strategies.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture.
CoRR, 2019
Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting.
CoRR, 2018