Brain tumor segmentation and classification from magnetic resonance images: Review of selected methods from 2014 to 2019

A Tiwari, S Srivastava, M Pant - Pattern recognition letters, 2020 - Elsevier
The past few years have witnessed a significant increase in medical cases related to brain
tumors, making it the 10th most common form of tumor affecting children and adults alike …

A comprehensive survey on brain tumor diagnosis using deep learning and emerging hybrid techniques with multi-modal MR image

S Ali, J Li, Y Pei, R Khurram, KU Rehman… - … methods in engineering, 2022 - Springer
The brain tumor is considered the deadly disease of the century. At present, neuroscience
and artificial intelligence conspire in the timely delineation, detection, and classification of …

Transfer learning for classification of brain tumor

P Podder, S Bharati, MA Rahman… - Deep learning for …, 2021 - taylorfrancis.com
This chapter mainly focuses on the detection and classification of brain tumor. Detection and
classification of brain tumor is a fundamental problem in computer-aided diagnosis for …

A Review on state-of-the-art techniques for image segmentation and classification for brain MR images

A S. U, A Abraham - Current Medical Imaging Reviews, 2023 - benthamdirect.com
The diagnosis of tumors in the initial stage plays a crucial role in improving the clinical
outcomes of a patient. Evaluation of brain tumors from many MRI images generated …

Edge and anomaly detection of brain magnetic resonance images in a distributed environment

CN Chaoui, A Ghomari, B Meftah - International Journal of …, 2022 - Wiley Online Library
Today, all scientific advancements related to medical image processing aim to develop a
unique computational model. The latter will mimic the way humans interpret images. In the …

An Effective Application to Identify Brain Tumor using Deep Learning Model

SR Kumar, S Swaroop - 2022 2nd International Conference on …, 2022 - ieeexplore.ieee.org
Brain tumor is one of life threatening diseases for humans and the treatment is challenging.
Recently the disease diagnosis industry is seeing enormous developments. Brain tumors …