1. Deep learning model to predict the need for mechanical ventilation using chest X-ray images in hospitalised patients with COVID-19. Issue 2 (2nd March 2021) Authors: Kulkarni, Anoop R; Athavale, Ambarish M; Sahni, Ashima; Sukhal, Shashvat; Saini, Abhimanyu; Itteera, Mathew; Zhukovsky, Sara; Vernik, Jane; Abraham, Mohan; Joshi, Amit; Amarah, Amatur; Ruiz, Juan; Hart, Peter D; Kulkarni, Hemant Journal: BMJ innovations Issue: Volume 7:Issue 2(2021) Page Start: 261 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗