Publications

Weakly Supervised Pneumonia Localization from Chest X-Rays

Kiran Shahi, Anup Bagale
Journal of Artificial Intelligence and Autonomous Intelligence, 2025

A weakly supervised approach to pneumonia localisation using deep neural networks and Grad-CAM explanations, focused on clinically meaningful visual evidence without expensive pixel-level annotations.

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Background Replacement in Video Conferencing

Kiran Shahi, Yongmin Li
International Journal of Network Dynamics and Intelligence, 2023

This work investigates real-time human segmentation and background replacement using convolutional and recurrent architectures, with attention to temporal consistency, visual quality, and efficient local inference.

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