Author

Pragya Rajput

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Conference Aug 2026

Machine Learning and Deep Learning Methods for Pneumonia Detection: A Systematic Review

Pneumonia is a very frequent respiratory infection that remains a serious issue in all health services. Routine and accurate diagnosis is crucial to limit the severity of the disease and benefit treatment. In the past few years, image analysis algorithms using artificial intelligence have received significant research...

Pragya Rajput, Sushil Kumar Garg · 2026 6th International Confe... · 0 citations

Conference Jul 2026

Integrating Explainable Artificial Intelligence with Machine Learning for Reliable Pneumonia Detection in Medical Diagnostics

Pneumonia is a serious lung infection that impacts millions of people annually, and is a significant problem in modern day health care. It is essential to diagnose the disease early and correctly to minimalize complications and maximize recovery of the patient. It is very common to use a chest X-ray from the imaging pr...

Pragya Rajput, Sushil Kumar Garg · 2026 7th International Confe... · 0 citations

Conference Jul 2026

Explainable AI-Enhanced Machine Learning for Reliable Pneumonia Detection in Medical Imaging

Pneumonia remains a major cause of lung disease globally, and its timely and reliable diagnosis is crucial. Radiology is often used to detect the infection in a chest X-ray, but this process can be laborious and depend on the radiologist’s interpretation. However, recent advances in deep learning techniques have demons...

Pragya Rajput, Sushil Kumar Garg · 2026 6th International Confe... · 0 citations