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Felix Nickel

Helmholtz Information and Data Science School for Health, Karlsruhe/Heidelberg, Germany, Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany, Medical Faculty, Heidelberg University, Heidelberg, Germany

Semantic segmentation of surgical hyperspectral images under geometric domain shifts

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Mar 20, 2023
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Unsupervised Domain Transfer with Conditional Invertible Neural Networks

Mar 17, 2023
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Understanding metric-related pitfalls in image analysis validation

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Feb 09, 2023
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Metrics reloaded: Pitfalls and recommendations for image analysis validation

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Jun 03, 2022
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Robust deep learning-based semantic organ segmentation in hyperspectral images

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Nov 09, 2021
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Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark

Sep 30, 2021
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Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis

Jun 15, 2021
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Towards Augmented Reality-based Suturing in Monocular Laparoscopic Training

Jan 19, 2020
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