18 citations · 27 across the 3 of their papers we have counts for
3 papers
cs.LG2025★ 2 cited
Addressing Benchmarking Gaps in Large Language Models for Health and Medicine with Dynamic Red-Teaming
Jiazhen Pan, Bailiang Jian, Paul Hager +19
Large language models (LLMs) are increasingly used to answer health-related questions and support healthcare workflows, yet evidence for their safety still relies heavily on static…
q-bio.TO2017★ 18 cited
White matter hyperintensity and stroke lesion segmentation and differentiation using convolutional neural networks
R. Guerrero, C. Qin, O. Oktay +8
The accurate assessment of White matter hyperintensities (WMH) burden is of crucial importance for epidemiological studies to determine association between WMHs, cognitive and clin…
cs.CV2016★ 7 cited
DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks
Martin Rajchl, Matthew C. H. Lee, Ozan Oktay +8
In this paper, we propose DeepCut, a method to obtain pixelwise object segmentations given an image dataset labelled with bounding box annotations. It extends the approach of the w…