Quantifying the tumor vasculature environment using deep learning
- 👤 Speaker: Dr Tristan Whitmarsh (University of Cambridge)
- 📅 Date & Time: Wednesday 16 November 2022, 13:40 - 14:05
- 📍 Venue: The Hoyle Lecture Theatre + Zoom
Abstract
The tumor vascular density assessed from CD-31 immunohistochemistry (IHC) images has previously been shown to have prognostic value in breast cancer. Current methods to measure the vascular density, however, are time-consuming, suffer from a high inter-observer variability and are limited in describing the complex tumor vasculature morphometry. We therefore propose a method for automatically measuring a range of vascular parameters from CD-31 IHC images, which together provide a detailed description of the vasculature morphology.
Series This talk is part of the Institute of Astronomy Seminars series.
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Wednesday 16 November 2022, 13:40-14:05