3 papers
cs.CV2025
MSAD-Net: Multiscale and Spatial Attention-based Dense Network for Lung Cancer Classification
Santanu Roy, Shweta Singh, Palak Sahu +2
Lung cancer, a severe form of malignant tumor that originates in the tissues of the lungs, can be fatal if not detected in its early stages. It ranks among the top causes of cancer…
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…