Publications, Patents & Policy Papers
Explore peer-reviewed scientific articles, clinical trial outcomes, and policy blueprints generated by DREAM TBI researchers and DIMHANS faculty.
Vernacular Voice Biomarkers for Major Depressive Disorder Screening in South Asian Populations
Abstract:We report a novel transformer-based neural network trained on multi-lingual speech recordings from 1,200 subjects across Karnataka. The model achieves an AUC-ROC of 0.92 in differentiating MDD from non-clinical controls.
Closed-Loop Transcranial Electrical Stimulation for Motor Cortex Recovery Following Ischemic Stroke
Abstract:Demonstrating a low-power closed-loop tECS system synchronized with real-time motor imagery EEG signals to accelerate neuroplastic restoration in post-stroke hemiparesis.
Efficacy of Immersive VR Biofeedback in Reducing PTSD Symptoms: A Randomized Controlled Trial at DIMHANS
Abstract:A clinical trial evaluating 60 PTSD patients undergoing VR-based exposure therapy coupled with galvanic skin response biofeedback, demonstrating a statistically significant 42% reduction in CAPS-5 severity scores.
Regulatory Framework and Clinical Safety Protocols for AI-Driven Medical Software in Tier-2 Indian Healthcare
Abstract:A comprehensive policy blueprint establishing ethical guidelines, data privacy standards, and CDSCO compliance pathways for AI medical startups operating in regional healthcare eco-systems.