Exploring approaches to tackle cross-domain challenges in brain medical image segmentation: a systematic review
M Yanzhen, C Song, L Wanping, Y Zufang… - Frontiers in …, 2024 - frontiersin.org
Introduction Brain medical image segmentation is a critical task in medical image
processing, playing a significant role in the prediction and diagnosis of diseases such as …
processing, playing a significant role in the prediction and diagnosis of diseases such as …
Multiple sclerosis lesion segmentation-a survey of supervised CNN-based methods
Lesion segmentation is a core task for quantitative analysis of MRI scans of Multiple
Sclerosis patients. The recent success of deep learning techniques in a variety of medical …
Sclerosis patients. The recent success of deep learning techniques in a variety of medical …
Low-contrast lesion segmentation in advanced MRI experiments by time-domain Ricker-type wavelets and fuzzy 2-means
Automated suspicious region segmentation has become a crucial need for the experts
dealing with numerous images containing contrast-based lesions in MRI. Not all solutions …
dealing with numerous images containing contrast-based lesions in MRI. Not all solutions …
Distribution-based imaging for multiple sclerosis lesion segmentation using specialized fuzzy 2-means powered by Nakagami transmutations
Distribution-based imaging is a promising methodology mainly to differentiate suspicious
regions from surrounding tissues by applying a distribution to the images vertically or …
regions from surrounding tissues by applying a distribution to the images vertically or …
Whole Tumor Area Estimation in Incremental Brain MRI Using Dilation and Erosion-Based Binary Morphing
Magnetic resonance imaging (MRI) technology is rapidly advancing and three-dimensional
(3D) scanners started to play an important role on diagnosis. However, not every medical …
(3D) scanners started to play an important role on diagnosis. However, not every medical …
[PDF][PDF] Medical Imaging and Applications Master Thesis, August 2020
Magnetic resonance imaging (MRI) is the primary clinical tool to examine inflammatory brain
lesions in Multiple Sclerosis (MS). Disease progression and inflammatory activities are …
lesions in Multiple Sclerosis (MS). Disease progression and inflammatory activities are …
Improving Automated Quantification of MS Injuries with Deep Learning
H Zhang - 2021 - search.proquest.com
Multiple Sclerosis (MS) is a demyelinating disease of the central nervous system which
affects nearly 1 million people in the US. Magnetic resonance imaging (MRI), as the most …
affects nearly 1 million people in the US. Magnetic resonance imaging (MRI), as the most …