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eess.IV2025
Novel Pooling-based VGG-Lite for Pneumonia and Covid-19 Detection from Imbalanced Chest X-Ray Datasets
Santanu Roy, Ashvath Suresh, Palak Sahu +1
This paper proposes a novel pooling-based VGG-Lite model in order to mitigate class imbalance issues in Chest X-Ray (CXR) datasets. Automatic Pneumonia detection from CXR images by…
eess.IV2025
Fibonacci-Net: A Lightweight CNN model for Automatic Brain Tumor Classification
Santanu Roy, Ashvath Suresh, Archit Gupta +4
This research proposes a very lightweight model "Fibonacci-Net" along with a novel pooling technique, for automatic brain tumor classification from imbalanced Magnetic Resonance Im…
eess.IV2024
AD-Lite Net: A Lightweight and Concatenated CNN Model for Alzheimer's Detection from MRI Images
Santanu Roy, Archit Gupta, Shubhi Tiwari +1
Alzheimer's Disease (AD) is a non-curable progressive neurodegenerative disorder that affects the human brain, leading to a decline in memory, cognitive abilities, and eventually,…