9 citations · 16 across the 14 of their papers we have counts for
5 papers · 1 filter
A Review of Ontology-Driven Big Data Analytics in Healthcare: Challenges, Tools, and Applications
Ritesh Chandra, Sonali Agarwal, Navjot Singh +1
Exponential growth in heterogeneous healthcare data arising from electronic health records (EHRs), medical imaging, wearable sensors, and biomedical research has accelerated the ad…
Real-Time Health Analytics Using Ontology-Driven Complex Event Processing and LLM Reasoning: A Tuberculosis Case Study
Ritesh Chandra, Sonali Agarwal, Navjot Singh
Timely detection of critical health conditions remains a major challenge in public health analytics, especially in Big Data environments characterized by high volume, rapid velocit…
OCEP: An Ontology-Based Complex Event Processing Framework for Healthcare Decision Support in Big Data Analytics
Ritesh Chandra, Sonali Agarwal, Shashi Shekhar Kumar +1
The exponential expansion of real-time data streams across multiple domains needs the development of effective event detection, correlation, and decision-making systems. However, c…
Innovative Framework for Early Estimation of Mental Disorder Scores to Enable Timely Interventions
Himanshi Singh, Sadhana Tiwari, Sonali Agarwal +3
Individual's general well-being is greatly impacted by mental health conditions including depression and Post-Traumatic Stress Disorder (PTSD), underscoring the importance of early…
Multimodal Data-Driven Classification of Mental Disorders: A Comprehensive Approach to Diagnosing Depression, Anxiety, and Schizophrenia
Himanshi Singh, Sadhana Tiwari, Sonali Agarwal +3
This study investigates the potential of multimodal data integration, which combines electroencephalogram (EEG) data with sociodemographic characteristics like age, sex, education,…