‘We tested the algorithm on two large databases and benchmarked our results against other depression detection techniques,’ said Prof Abdul Sadka, Director of Brunel’s Institute of Digital ...

After extensive research and clinical scrutiny, David Dardashti has formulated a novel algorithm for depression treatment. This depression treatment algorithm acknowledges the multifaceted nature ...

It has been named Hybrid Depression Detection System ... of the brain is captured and converted into algorithm based on machine learning. If this technology is fitted in a wearable device like ...

“We tested the algorithm on two large databases and benchmarked our results against other depression detection techniques,” said Prof Abdul Sadka, Director of Brunel’s Institute of Digital Futures.

They then constructed a depression detection model using the XGBoost algorithm, favored for its proven efficiency. In their initial experiments, the model outperformed other machine learning ...