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Esraa Naser's Projects

depression-detect icon depression-detect

Predicting depression from acoustic features of speech using a Convolutional Neural Network.

depression-detection icon depression-detection

Depression Detection Using Twitter Data - Group project for Udacity Private & Secure AI Project Showcase

predicting-depression icon predicting-depression

Project using machine learning to predict depression using health care data from the CDC NHANES website. A companion dashboard for users to explore the data in this project was created using Streamlit. Written with python using jupyter notebook for the main project flow/analysis and visual studio code for writing custom functions and creating the dashboard.

sdcnl icon sdcnl

Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction (ICANN 2021)

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