A comprehensive review of brain tumour detection mechanisms

PK Ramtekkar, A Pandey, MK Pawar - The Computer Journal, 2024 - academic.oup.com
The brain is regarded as the central part of the human body and has a very complicated
structure. The abnormal growth of tissue inside the brain is called a brain tumour. Tumour …

Brain tumour detection in magnetic resonance imaging using Levenberg–Marquardt backpropagation neural network

M Ghahramani, N Shiri - IET image processing, 2023 - Wiley Online Library
Magnetic resonance imaging (MRI) is a high‐quality medical image that is used to detect
brain tumours in a complex and time‐consuming manner. In this study, a back propagation …

Application of u-net network utilizing multiattention gate for mri segmentation of brain tumors

Q Zhang, Y Hang, J Qiu, H Chen - Journal of Computer Assisted …, 2024 - journals.lww.com
Background Studies have shown that the type of low-grade glioma is associated with its
shape. The traditional diagnostic method involves extraction of the tumor shape from MRIs …

EffUNet++: A Novel Architecture for Brain Tumor Segmentation Using FLAIR MRI Images

AC Yadav, MKH Kolekar, Y Sonawane, G Kadam… - IEEE …, 2024 - ieeexplore.ieee.org
The advancement of emerging technologies is fundamentally reshaping the landscape of
brain tumor diagnosis and treatment planning, with a notable emphasis on precise …