no code implementations • 20 Apr 2021 • Nikola Dolezalova, Massimo Cairo, Alex Despotovic, Adam T. C. Booth, Angus B. Reed, Davide Morelli, David Plans
We developed a predictive 10-year type 2 diabetes risk score using 301 features derived from 472, 830 participants in the UK Biobank dataset while excluding any features which are not easily obtainable by a smartphone.
no code implementations • 20 Apr 2021 • Nikola Dolezalova, Angus B. Reed, Alex Despotovic, Bernard Dillon Obika, Davide Morelli, Mert Aral, David Plans
Both CPH and DeepSurv were superior in determining the CVD risk compared to Framingham score.
no code implementations • 19 Apr 2021 • Mohammad A. Dabbah, Angus B. Reed, Adam T. C. Booth, Arrash Yassaee, Alex Despotovic, Benjamin Klasmer, Emily Binning, Mert Aral, David Plans, Alain B. Labrique, Diwakar Mohan
The COVID-19 pandemic has created an urgent need for robust, scalable monitoring tools supporting stratification of high-risk patients.