3 papers
eess.IV2025
Lightweight Weighted Average Ensemble Model for Pneumonia Detection in Chest X-Ray Images
Suresh Babu Nettur, Shanthi Karpurapu, Unnati Nettur +4
Pneumonia is a leading cause of illness and death in children, underscoring the need for early and accurate detection. In this study, we propose a novel lightweight ensemble model…
cs.LG2025
UltraLightSqueezeNet: A Deep Learning Architecture for Malaria Classification with up to 54x fewer trainable parameters for resource constrained devices
Suresh Babu Nettur, Shanthi Karpurapu, Unnati Nettur +4
Lightweight deep learning approaches for malaria detection have gained attention for their potential to enhance diagnostics in resource constrained environments. For our study, we…
eess.IV2025
A Hybrid Deep Learning CNN Model for Enhanced COVID-19 Detection from Computed Tomography (CT) Scan Images
Suresh Babu Nettur, Shanthi Karpurapu, Unnati Nettur +4
Early detection of COVID-19 is crucial for effective treatment and controlling its spread. This study proposes a novel hybrid deep learning model for detecting COVID-19 from CT sca…