Deep Learning-Based Pneumonia Detection from Chest X-ray Images: A CNN Approach with Performance Analysis and Clinical Implications

P K Dutta, Anushri Chowdhury, Anouska Bhattacharyya, Shakya Chakraborty, Sujatra Dey

September 26, 2025