AUTHOR=Kiran Lubna , Zeb Asim , Rehman Qazi Nida Ur , Rahman Taj , Shehzad Khan Muhammad , Ahmad Shafiq , Irfan Muhammad , Naeem Muhammad , Huda Shamsul , Mahmoud Haitham 

TITLE=An enhanced pattern detection and segmentation of brain tumors in MRI images using deep learning technique

JOURNAL=Frontiers in Computational Neuroscience

VOLUME=Volume 18 - 2024

YEAR=2024

URL=https://www.frontiersin.org/journals/computational-neuroscience/articles/10.3389/fncom.2024.1418280

DOI=10.3389/fncom.2024.1418280

ISSN=1662-5188

ABSTRACT=Neuroscience is a swiftly progressing discipline that aims to unravel the intricate workings of the human brain and mind.Brain tumors, ranging from non-cancerous to malignant forms poses a significant diagnostic challenge due to the presence of more than 100 distinct types. Effective treatment hinges on the precise detection and segmentation of these tumors at an early stage. To address this, we introduce a cutting-edge deep learning approach employing a Binary Convolutional Neural Network (BCNN).