there is a need for an automatic detection system of the depression. In this paper we present a novel audio-based approach to automatically detect depression using hybrid model. This model combines ...

Abstract: Treatment of depression ... machine learning algorithms. Identifying in advance which treatment agent is most effective for different psychiatric disorders remains a challenge. We proposed a ...

This algorithm also performs very ... thus improving the detection accuracy and examination efficiency of depression identification. In the following experiments, the proposed BERT-CNN model is ...

‘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 ...

Background: A psychiatric interview is one of the important procedures in diagnosing psychiatric disorders. Through this interview, psychiatrists listen to the patient’s medical history and major ...