Frontiers

Integrating molecular profiling into glioma diagnosis: implications of the WHO-CNS5-2021 classification of adult-type diffuse gliomas in Colombian patients

Introduction: Gliomas are the most frequent type of primary malignant central nervous system (CNS) tumors, representing a group of heterogeneous neoplasms with variable clinical behavior that require ...
Frontiers

Subdomain adaptation method based on transferable semantic alignment and class correlation

1 Department of Computer Engineering, Maoming Polytechnic, Maoming, China 2 China Mobile Communications Group Guangdong Co., Ltd., Maoming Branch, Maoming, China To address these challenges, we ...
IEEE

Scale conjugate gradient based learning applied to handwritten digit classification

Abstract: Most of the existing neural network algorithms treat mean square error function as the standard cost function. In our proposed system, we used cross-entropy ...
IEEE

Advanced Deep Learning Techniques for Arabic Handwritten Digit Classification

Abstract: This paper explores the application of deep learning algorithms, particularly Convolutional Neural Networks (CNNs), for Arabic handwritten digit recognition. The dataset used in this study ...