Comparative Analysis of Image Enhancement Techniques for Brain Tumor Segmentation: Contrast, Histogram, and Hybrid Approaches
This study systematically investigates the impact of image enhancement techniques on
Convolutional Neural Network (CNN)-based Brain Tumor Segmentation, focusing on …
Convolutional Neural Network (CNN)-based Brain Tumor Segmentation, focusing on …
Comparative Evaluation of Transfer Learning for Classification of Brain Tumor Using MRI
AKM Masum, N Badhon, SMSI Badhon… - 2023 International …, 2023 - ieeexplore.ieee.org
Abnormal growth of cells in the brain and its surrounding tissues is known as a brain tumor.
There are two types, one is benign (non-cancerous) and another is malignant (cancerous) …
There are two types, one is benign (non-cancerous) and another is malignant (cancerous) …
Brain Tumor Segmentation of MRI Images with U-Net and DeepLabV3+
In recent years, notable advancements have been made in medical imaging technology,
with Magnetic Resonance Imaging (MRI) assuming a pivotal role in the diagnosis of brain …
with Magnetic Resonance Imaging (MRI) assuming a pivotal role in the diagnosis of brain …
[PDF][PDF] Brain Tumor Prediction and Segmentation with Morphological Region-based Active Contour Model and Refinement using Boltzmann Monte Carlo Method in …
KR Srivaishnavi, TP Perumal… - Indian Journal …, 2024 - sciresol.s3.us-east-2.amazonaws …
Objectives: The primary goal of the research work is to accurately detect the precise location
of the brain tumor in the radiological Magnetic Resonance Imaging (MRI) images of human …
of the brain tumor in the radiological Magnetic Resonance Imaging (MRI) images of human …
Optimizing Crack Detection: The Integration of Coarse and Fine Networks in Image Segmentation.
H Nguyen, TA Nguyen - International Journal of Advanced …, 2023 - search.ebscohost.com
In recent years, the automation of detecting structural deformities, particularly cracks, has
become vital across a wide range of applications, spanning from infrastructure maintenance …
become vital across a wide range of applications, spanning from infrastructure maintenance …
Modified VGG16 for accurate brain tumor detection in MRI imagery
KR Krishna, M Arbaaz, SNC Dhanekula… - … Automatyka, Pomiary w …, 2024 - ph.pollub.pl
Brain tumors are one of the most severe medical conditions that require immediate attention
and treatment. The early detection of brain tumors is of utmost importance, as it can …
and treatment. The early detection of brain tumors is of utmost importance, as it can …