Author

Danail Stoyanov

2 papers indexed here

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#edge computing Review Open access Oct 2026

First-in-human evaluation of real-time pixel-level AI-assisted anatomical segmentation in neurosurgery: pituitary surgery as an exemplar

Precise anatomical navigation is fundamental to safe endoscopic pituitary surgery, a high-stakes procedure characterised by a challenging learning curve. While traditional navigation systems often rely on workflow-disrupting probes or static preoperative imaging, advancements in computer vision AI (CVAI) now enable dyn...

D. Khan, Z. Mao, Anjana Wijekoon et al. · Pituitary · 0 citations

#artificial intelligence Apr 2024

Measuring proximity to standard planes during fetal brain ultrasound scanning

A semi-supervised segmentation model that uses labeled SPs and unlabeled slices from 3D US volumes (non-SPs) that incorporates a classification mechanism to identify and filter out frames lacking the fetal brain, and to generate masks for those containing it, enhancing the relevance of plane pose regression in clinical...

Chiara Di Vece, Antonio Cirigliano, M. Le Lous et al. · arXiv.org · 3 citations