My current research focus on applying Deep Learning Models to the healthcare domain.
We apply transfer learning models using text and audio as inputs for depression screening.
We are applying deep learning models to impute missing values and classify multivariate time series, using some modify Recurrent Neural Network. The application of these techniques is in Healthcare.
We use the Web Scraping technique to collect data from real estate website. Then, we compute a new index that is useful as a contrast index.
We developed a methodology to calculate the national value of a property separated by construction and land value. These resoult will improve the chilean household statistics.
Mauricio Calani, Ricardo Flores. Sent to Journal of Housing Economics.
Research assistant, Fondecyt 11090005
Research assistant, Fondecyt 1110334
These projects have been funded by Data Science department of Worcester Polytechnic Institute (WPI), National Agency for Research and Development, Chile, and National Fund for Scientific and Technological Development (Fondecyt), Chile.