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D. Shahila

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Conference Aug 2026

Ml-Based Smart Greenhouse Monitoring And Control System Using Iot And Embedded Sensors

This paper introduces a Smart Greenhouse Monitoring and Control System that uses IoT, embedded sensors, and machine learning to create a healthy and automated environment for plant growth. The system continuously measures key parameters such as temperature, humidity, soil moisture, and gas levels. Processes the data co...

D. Shahila, P. Jeyanthy, R. J. R. Kumar et al. · 0 citations
Conference Aug 2026

Next-Gen IoT-Driven Real-Time Fuel Level Tracking and Optimization System

Businesses operational expenses are impacted by the incessantly rising cost of fuel. To stop gasoline theft, it’s a good idea to utilize a fuel tracking gadget that is made specifically to record information on fuel usage in real time and fuel replenishing themselves. Diesel generator and commercial vehicle operating c...

D. Shahila, Joel Livin, P. Jeyanthy et al. · 0 citations
Conference Aug 2026

Automated Detection of Cerebral Microbleeds in Susceptibility-Weighted MRI Using a Multi-Scale Deep Learning Framework

Cerebral microbleeds (CMBs) are small hemosiderin deposits associated with cerebral small vessel disease and are considered important biomarkers for stroke risk, dementia, and neurodegenerative disorders. Manual identification of CMBs in susceptibility-weighted imaging (SWI) or T2*-weighted MRI is time-consuming and pr...

B. Stanley, R. J. R. Kumar, M. Ajisha et al. · 0 citations
Conference Aug 2026

A Secure IoT-Based Biomedical Monitoring System Using Machine Learning–Driven Intrusion Detection and Data Encryption

IoT enables continuous patient monitoring and immediate response to healthcare needs by creating a connected environment where healthcare services can interact seamlessly and continuously with one another. However, IoT-based healthcare systems represent an attractive target for cybercriminals, as they hold sensitive me...

N. Nalini, M. R. Al-Mousa, D. Shahila et al. · 0 citations
Conference Aug 2026

Smart Helmet with Automatic Emergency Alert Accident Detection System

Delay of emergency services and lack of instantaneous reporting of accidents is the main contributor to the serious injuries or death in two-wheeler accidents. A Smart Helmet system has been created to solve this acute problem through intelligent detection of accidents during the accident and automatic notification of...

ASHWINI A, N. Nalini, A. Rosi et al. · 0 citations
Conference Aug 2026

A Hybrid AI-Driven Post-Quantum Encryption Framework for Secure Medical Data Transmission in IoMT Systems

The rapid digitization of healthcare system operations and the widespread adoption of Internet of Medical Things (IoMT) devices has created an explosion in the amount of sensitive medical data, which has made them a target for cyberattacks. Thus, providing secure transmission and storage of Electronic Health Records (E...

T. Prabhu, J. Kumar, R. M. Anushia et al. · 1 citation · ⚡1
Conference Aug 2026

Multi-Modal Soil Health and Crop Productivity Prediction using Hybrid Deep Learning

The current study describes an advanced hybrid multi-modal approach that will be used in predicting soil health and crop productivity through the application of several types of deep learning models and machine learning approaches to enhance predictions. In the current work, a hybrid model is considered, and three kind...

Valantina Stephen, D. Shahila · 0 citations
Conference Aug 2026

Adaptive Hybrid CNN–Wavelet Framework for Low-Light Medical Image Enhancement and Diagnosis Support

Images of medical patients that were taken in low light or low contrast areas frequently have issues with noise, visibility, and important information for physicians to use in deciding on patient care. An Adaptive Hybrid Convolutional Neural Network Discrete Wavelet Transform Enhancement Technique for Low Light Medical...

D. Shahila, Valantina Stephen · 0 citations

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