A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology
2020 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 223 citations
https://doi.org/10.1109/tpami.2020.3013679
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Andrew P. King
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Andrew P. King is an academic researcher from Leiden University. The author has contributed to research in topics: Advanced MRI Techniques and Applications & Medical Imaging Techniques and Applications & Radiomics and Machine Learning in Medical Imaging. The author has an h-index of 41, co-authored 434 publications.
ORCID: 0000-0002-9965-7015Papers by this author
worksSARS-CoV-2-specific immune responses and clinical outcomes after COVID-19 vaccination in patients with immune-suppressive disease
2023 · Nature Medicine · 124 citations
https://doi.org/10.1038/s41591-023-02414-4
Dysembryoplastic Neuroepithelial Tumor-Like Neoplasm of the Septum Pellucidum: A Lesion Often Misdiagnosed as Glioma
2001 · The American Journal of Surgical Pathology · 81 citations
https://doi.org/10.1097/00000478-200104000-00009
A Comparison of Deep Learning Methods for Semantic Segmentation of Coral Reef Survey Images
2018 · 75 citations
https://doi.org/10.1109/cvprw.2018.00188
Estimation of passive and active properties in the human heart using 3D tagged MRI
2015 · Biomechanics and Modeling in Mechanobiology · 72 citations
https://doi.org/10.1007/s10237-015-0748-z
Active training of physics-informed neural networks to aggregate and interpolate parametric solutions to the Navier-Stokes equations
2021 · Journal of Computational Physics · 56 citations
https://doi.org/10.1016/j.jcp.2021.110364
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