When classifying hyperspectral images, 3D-CNN and 2D-CNN are limited in their application due to excessive consumption of computing resources and difficulty in effectively extracting image features.

Brain tumors originate from intracranial tissue tumors and brain metastases, often manifested as increased intracranial pressure and various neurological symptoms, and malignant tumors account for ...