Practical deep learning tool for the scoring of ulcerative colitis disease activity in central reading
M Byrne, MA MD Cantab MRCP FRCPC, J East, M Iacucci, S Travis, R Kalapala, N Duvvur, H Rughwani, A Singh, S Berry, R Monsurate, F Soudan, G Laage, E Cremonese, L Canaran, L St-Denis, S Nikfal, J Asselin, M Henkel, R Panaccione
Central Reading Org.& the pharma industry employ subject matter experts(SMEs)to score videos from sites participating in clinical trials for Ulcerative Colitis(UC).As we are developing Artificial Intelligence(AI)models for scoring purposes,we need to build a new software interface that can incorporate these AI models to aid SMEs,making their determination of the scores for each segment of the video & for the video as a whole.We propose a system that reduces the time for SMEs to review & score videos,improving the accuracy of scoring,with the help of our AI models.
