no code implementations • 9 Jun 2023 • Prateek Chhikara, Ujjwal Pasupulety, John Marshall, Dhiraj Chaurasia, Shweta Kumari
Pre-trained Language Models (LMs) can assess users' social media data and classify them in terms of their mental health risk.
no code implementations • 17 Jul 2022 • Ehsan Vaghefi, David Squirrell, Songyang An, Song Yang, John Marshall
Purpose: To create and evaluate the accuracy of an artificial intelligence Deep learning platform (ORAiCLE) capable of using only retinal fundus images to predict both an individuals overall 5 year cardiovascular risk (CVD) and the relative contribution of the component risk factors that comprise this risk.
2 code implementations • 18 Dec 2020 • Petr Danecek, James K. Bonfield, Jennifer Liddle, John Marshall, Valeriu Ohan, Martin O Pollard, Andrew Whitwham, Thomas Keane, Shane A. McCarthy, Robert M. Davies, Heng Li
Background SAMtools and BCFtools are widely used programs for processing and analysing high-throughput sequencing data.