Detection of Depression and Scaling of Severity Using Six Channel EEG Data. - Shalini Mahato; Nishant Goyal; Daya Ram; Sanchita Paul (J. Medical Syst., 2020)

Machine learning and deep learning-based advanced classification techniques for the detection of major depressive disorder. - Abhinandan Chatterjee; Pradip Bala; Shruti Gedam; Sanchita Paul; Nishant Goyal (Aslib J. Inf. Manag., 2024)

NeuroEmo: A neuroimaging-based fMRI dataset to extract temporal affective brain dynamics for Indian movie video clips stimuli using dynamic functional connectivity approach with graph convolution neural network (DFC-GCNN). - Abgeena Abgeena; Shruti Garg; Nishant Goyal; Jusitn Raj P. C. (Comput. Biol. Medicine, 2025)

Video-based real-time assessment and diagnosis of autism spectrum disorder using deep neural networks. - Varun Ganjigunte Prakash; Manu Kohli; Aragulla Prasad Prathosh; Monica Juneja; Manushree Gupta; Smitha Sairam; Sadasivan Sitaraman; Anjali Sanjeev Bangalore; John Vijay Sagar Kommu; Lokesh Saini; Prashant Ramesh Utage; Nishant Goyal (Expert Syst. J. Knowl. Eng., 2025)