Prediction of clinical tremor severity using Rank Consistent Ordinal Regression

no code implementations • 3 May 2021 • Li Zhang, Vijay Yadav, Vidya Koesmahargyo, Anzar Abbas, Isaac Galatzer-Levy

The videos are coupled with clinician assessed TETRAS scores, which are used as ground truth labels to train the DNN.

regression Transfer Learning

Direct Classification of Emotional Intensity

no code implementations • 15 Nov 2020 • Jacob Ouyang, Isaac R Galatzer-Levy, Vidya Koesmahargyo, Li Zhang

In this paper, we present a model that can directly predict emotion intensity score from video inputs, instead of deriving from action units.

Classification General Classification