most citedPredicting suicidal behavior among Indian adults using childhood trauma, mental health questionnaires and machine learning cascade ensembles

1 citations · 1 across the 5 of their papers we have counts for

collaborators

5 papers

cs.HC2024

Evaluating the efficacy of haptic feedback, 360° treadmill-integrated Virtual Reality framework and longitudinal training on decision-making performance in a complex search-and-shoot simulation

Akash K Rao, Arnav Bhavsar, Shubhajit Roy Chowdhury +4

Virtual Reality (VR) has made significant strides, offering users a multitude of ways to interact with virtual environments. Each sensory modality in VR provides distinct inputs an…

q-bio.NC2024

Classification of attention performance post-longitudinal tDCS via functional connectivity and machine learning methods

Akash K Rao, Vishnu K Menon, Arnav Bhavsar +3

Attention is the brain's mechanism for selectively processing specific stimuli while filtering out irrelevant information. Characterizing changes in attention following long-term i…

cs.HC2024

Prediction of multitasking performance post-longitudinal tDCS via EEG-based functional connectivity and machine learning methods

Akash K Rao, Shashank Uttrani, Vishnu K Menon +4

Predicting and understanding the changes in cognitive performance, especially after a longitudinal intervention, is a fundamental goal in neuroscience. Longitudinal brain stimulati…

cs.LG20241 cited

Predicting suicidal behavior among Indian adults using childhood trauma, mental health questionnaires and machine learning cascade ensembles

Akash K Rao, Gunjan Y Trivedi, Riri G Trivedi +7

Among young adults, suicide is India's leading cause of death, accounting for an alarming national suicide rate of around 16%. In recent years, machine learning algorithms have eme…

cs.HC2024

Classification of executive functioning performance post-longitudinal tDCS using functional connectivity and machine learning methods

Akash K Rao, Vishnu K Menon, Shashank Uttrani +3

Executive functioning is a cognitive process that enables humans to plan, organize, and regulate their behavior in a goal-directed manner. Understanding and classifying the changes…