Manish Rai

Comparing various vision transformer architectures for lung cancer classification

Abstract This study presents a comprehensive evaluation of vision transformer-based architectures for lung histopathology image classification using the LC25000 dataset. We systematically compare custom-trained transformer models and ImageNet-pretrained architectures, including B...

Hybrid mammogram mass segmentation and classification using efficient handcrafted features and ensemble learning

Early detection and accurate classification of mammographic abnormalities are essential to reducing the mortality rate. The proposed work on mammogram mass segmentation addresses this issue using a hybrid approach that combines mean median iterative filtering, fuzzy logic, Multil...