Velizar Efremov

Machine learning analysis of whole mouse brain vasculature

Mihail Ivilinov Todorov, Johannes C. Paetzold, Oliver Schoppe et al. · Nature Methods · 2020 · 350 citations · Full text

Medicine, Neurobiology, Neuroscience +12

DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes

Giles Tetteh, Velizar Efremov, Nils D. Forkert et al. · Frontiers in Neuroscience · 2020 · 66 citations · Full text

Computing, Biomedical Engineering, Computer Science +17

Automated analysis of whole brain vasculature using machine learning

Mihail Ivilinov Todorov, Johannes C. Paetzold, Oliver Schoppe et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2019 · 17 citations · Full text

Medicine, Neurobiology, Neuroscience +17

Transfer learning from synthetic data reduces need for labels to segment brain vasculature and neural pathways in 3D

Johannes C. Paetzold, Oliver Schoppe, Rami Al-Maskari et al. · 2019 · 10 citations

Medicine, Biomedical Engineering, Neuroscience +12