NoduViT: An Attention-Driven DeepLab–CustomViT Hybrid Model for Segmentation-Informed Multiclass Pulmonary Patch Classification
Lung cancer detection using CT imaging requires accurate lung segmentation and nodule classification. This study evaluates SegFormer configurations and hybrid CNN–Transformer models using the LIDC-IDRI dataset. Initial experiments showed that pretrained and from-scratch SegFormer models failed to detect target classes,...