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Author

Nagendra Panini Challa

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2 papers indexed here

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Open access Sep 2026

Improving Early Detection and Diagnosis of Lung Cancer Using an Enhanced Ensemble Deep Learning Model on CT Images

The proposed models beat existing CNN-based models in terms of speed and number of training parameters, which means that using CT scan images to diagnose lung cancer automatically is a suitable option and a strong selection for extensive use in medical environments.

Subbarao Dusari, Nagendra Panini Challa · 0 citations
Open access Aug 2026

From convolutions to transformers: a comparative analysis of deep learning models for heart sound classification

Cardiovascular diseases remain one of the primary causes of death worldwide, thus generating an ever-continuing market demand for authentic and non-invasive diagnostic tools. The current research focuses on the automatic classification of heart sound signal recordings (phonocardiograms, PCGs) with deep learning models...

Bollapalli Althaph, Devyani Sah, Lasya Reddy et al. · 0 citations

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