Attention-Based Deep Learning Model for Robust Pneumonia Classification and Categorization using Image Processing

Kanumuri, Deepika Lakshmi and Kamma, Madhuri and Anna, Somitha and Kolluru, Pavan Kumar (2025) Attention-Based Deep Learning Model for Robust Pneumonia Classification and Categorization using Image Processing. In: Proceedings of the 4th International Conference on Information Technology, Civil Innovation, Science, and Management, ICITSM 2025, 28-29 April 2025, Tiruchengode, Tamil Nadu, India, Part I.

[thumbnail of 79385.pdf] PDF
79385.pdf
Download (566kB)

Abstract

A serious respiratory illness that causes inflammation in the lungs, pneumonia poses serious health concerns. Recent advancements in deep learning have revolutionized pneumonia detection by enabling automated, accurate, and efficient diagnosis. This project makes use of the ResNet152V2 pre-trained m

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 20:17
Last Modified: 16 Apr 2026 16:00
URI: http://eprints.eai.eu/id/eprint/60031

Actions (login required)

View Item
View Item