no code implementations • 21 Feb 2019 • Aven Samareh, Shuai Huang
In this paper, we aim at filling this gap by developing an uncertainty quantification based contemporaneous longitudinal index, named UQ-CHI, with a particular focus on continuous patient monitoring of degenerative conditions.
no code implementations • 21 Apr 2018 • Aven Samareh, Mahshid Salemi Parizi
In this paper we measured the stability of stochastic gradient method (SGM) for learning an approximated Fourier primal support vector machine.
no code implementations • 29 Nov 2017 • Aven Samareh, Yan Jin, Zhangyang Wang, Xiangyu Chang, Shuai Huang
We present our preliminary work to determine if patient's vocal acoustic, linguistic, and facial patterns could predict clinical ratings of depression severity, namely Patient Health Questionnaire depression scale (PHQ-8).