Sri Ramachandra Institute of Higher Education and Research

Modeling and Forecasting Influenza Outbreaks: A Robust Laplace-ARDL Framework vs. Deep Learning LSTM for Epidemiological Surveillance

Accurate forecasts of seasonal influenza are imperative to successfully manage public health resources. However, epidemiological time series data often show significant spiky volatility along with heavy-tailed distributions that do not satisfy the normality assumption required by...

A Physics-Informed Machine Learning Framework for Adaptive Harmonic Mitigation in Residential Power Systems

This study focuses on reducing harmonic distortion in residential electrical systems caused by the use of nonlinear household appliances. A combined prediction and control framework is proposed to estimate and reduce total harmonic distortion (THD) under different operating condi...

Effectiveness of Different Frequencies of Interferential Therapy on Pain and Disability in Individuals with Low Back Pain: A Randomized Controlled Trial Study

Objectives: The objective of the study is to compare the effectiveness of quadripolar with bipolar amplitude-modulated frequency (AMF) Interferential therapy (IFT) in reducing pain level and improving functional status in patients with lower back pain (LBP). Material and Methods:...

Integrative Bioinformatics Identification of Baicalein as a Phytochemical Inhibitor of CHEK1 in Serous Ovarian Cancer: A Multi-Stage In Silico Drug Discovery Approach

Background: Serous ovarian cancer (SOC) is the most aggressive subtype of epithelial ovarian cancer, frequently diagnosed at advanced stages with poor prognosis and chemotherapy resistance. Checkpoint kinase 1 (CHEK1), a key regulator of the DNA damage response, is overexpressed...

A fuzzy graph-based prediction model for crop yield forecasting under climatic variability

Accurate crop yield prediction under climatic variability is fundamental to food security planning and agricultural policy. Classical statistical and machine learning approaches often struggle to handle imprecise, incomplete, or linguistically described agronomic data arising fro...

Cognitive and Affective Correlates of Handedness: Interactions with Gender Dysphoria and Rumination

Background The adversities and inheritance patterns of left-handedness have been associated with gender-related distress. Such driving factors predispose individuals to multiple mental health outcomes, shifting attention to the role of ruminative thinking. Purpose The study seeks...

Low cost app-based intervention DIALOG+ for anxiety and depression in outpatient psychiatric settings: a pragmatic multisite cluster randomized controlled trial

Clinically diagnosed anxiety and depressive disorders are widely recognized as the most common mental health issues in India, affecting approximately 15% of the population. With notable gender disparities, Tamil Nadu has some of the highest depression rates in the nation. Despite...

Nutritional insights in endodontics: a review of micronutrients in root canal therapy

Purpose: Micronutrients play critical and multifaceted roles in the biological processes governing endodontic healing. This review aimed to evaluate the therapeutic roles of essential micronutrients, including vitamin D, vitamin C, calcium, zinc, magnesium, and selenium, in modul...