Author

J. T.

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Open access Sep 2026

An Explainable Attention-Guided Quantum Vision Transformer for Lung Disease Classification using Chest X-Ray Images

Lung diseases remain a severe world health problem, which contributes to mortality worldwide. Early and accurate diagnosis of pulmonary abnormalities using chest radiographs is essential to improve clinical management and patient outcomes. Although deep learning (DL) models have achieved considerable success in automat...

Nyni K. A., J. Anitha, J. T. · Brain: Broad Research in Art... · 0 citations

Review Aug 2026

UEAFM-YOLO: an edge-aware and multi-scale feature learning architecture for intelligent underwater visual data analysis

Underwater object detection (UOD) is a major process in marine exploration, ecological monitoring, autonomous underwater vehicles (AUVs) and ocean observation systems. However, underwater environments are affected by low contrast, color attenuation, light and blurred object boundaries, which degrade the performance o...

A. Jinisha, C. Sulochana, J. T. · Intelligent Data Analysis · 0 citations

Conference Aug 2026

A Novel Federated Big Data Analytics Framework Using Latent Energy Interaction Modeling and Rule-Embedded Anomaly Intelligence for Smart Grids

The growing use of smart grid technologies has led to large amounts of distributed energy data, and requires intelligent, scalable, and privacy-preserving analytics in order to manage loads efficiently. This paper presents a new Federated Adaptive Load Cognition and Optimization Network (FALCON) to monitor, predict, an...

J. T., A. P., Ardra V. A. et al. · International Conference on... · 0 citations