From the 1 of 3 linked papers with an AI index.
12 citations · 12 across the 2 of their papers we have counts for
3 papers
The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography
Kaiyuan Yang, Fabio Musio, Yihui Ma +112
The paper introduces the TopCoW Challenge, a benchmark for automatically segmenting the Circle of Willis in CT and MR angiography using deep learning, and provides a new annotated…
HemExp: Clinically-Guided Latent Diffusion for Modeling Hematoma Expansion
Orhun Utku Aydin, Satoru Tanioka, Tzu I Chuang +7
Hematoma expansion (HE) after spontaneous intracerebral hemorrhage (ICH) is a major determinant of acute triage and treatment decisions in neurosurgical care. However, most existin…
RELICT: A Replica Detection Framework for Medical Image Generation
Orhun Utku Aydin, Alexander Koch, Adam Hilbert +5
Despite the potential of synthetic medical data for augmenting and improving the generalizability of deep learning models, memorization in generative models can lead to unintended…