G. Arockia Sahaya Sheela

Deep Learning Framework for Accurate Detection of Liver Steatosis

A. Sahaya Mercy & G. Arockia Sahaya Sheela · Journal of Engineering Research and Reports · 2025

Objectives: This study aims to develop a deep learning (DL)-based framework that enhances the detection and grading of liver Steatosis from ultrasound images. The key goal is to achieve accuracy levels comparable to experienced radiologists while maintaining interpretability and...

Open access Research Article 10.9734/jerr/2025/v27i101671

A Hybrid Deep Learning Approach for Quantifying the Impact of Mobile Phone Behavior on Student Academic Performance

S. Vimala & G. Arockia Sahaya Sheela · Journal of Engineering Research and Reports · 2025

The study aimed to quantify the influence of students’ mobile phone behaviors—including daily screen time, non‐educational versus educational app usage, study‐to‐phone ratios, and nighttime device checks—on academic performance and to develop a real‐time digital wellness alert sy...

Open access Research Article 10.9734/jerr/2025/v27i101664