Machine learning and radiology
S Wang, RM Summers - Medical image analysis, 2012 - Elsevier
In this paper, we give a short introduction to machine learning and survey its applications in
radiology. We focused on six categories of applications in radiology: medical image …
radiology. We focused on six categories of applications in radiology: medical image …
Advanced imaging and direct targeting of the motor thalamus and dentato-rubro-thalamic tract for tremor: a systematic review
N Gravbrot, M Saranathan, N Pouratian… - Stereotactic and …, 2020 - karger.com
Direct targeting methods for stereotactic neurosurgery in the treatment of essential tremor
have been the subject of active research over the past decade but have not yet been …
have been the subject of active research over the past decade but have not yet been …
Thalamus Optimized Multi Atlas Segmentation (THOMAS): fast, fully automated segmentation of thalamic nuclei from structural MRI
The thalamus and its nuclei are largely indistinguishable on standard T1 or T2 weighted
MRI. While diffusion tensor imaging based methods have been proposed to segment the …
MRI. While diffusion tensor imaging based methods have been proposed to segment the …
In-vivo probabilistic atlas of human thalamic nuclei based on diffusion-weighted magnetic resonance imaging
The thalamic nuclei are involved in many neurodegenerative diseases and therefore, their
identification is of key importance in numerous clinical treatments. Automated segmentation …
identification is of key importance in numerous clinical treatments. Automated segmentation …
Multi-institutional evaluation of deep brain stimulation targeting using probabilistic connectivity-based thalamic segmentation
Object Due to the lack of internal anatomical detail with traditional MR imaging, preoperative
stereotactic planning for the treatment of tremor usually relies on indirect targeting based on …
stereotactic planning for the treatment of tremor usually relies on indirect targeting based on …
Robust thalamic nuclei segmentation method based on local diffusion magnetic resonance properties
G Battistella, E Najdenovska, P Maeder… - Brain Structure and …, 2017 - Springer
The thalamus is an essential relay station in the cortical–subcortical connections. It is
characterized by a complex anatomical architecture composed of numerous small nuclei …
characterized by a complex anatomical architecture composed of numerous small nuclei …
Structural changes in thalamic nuclei across prodromal and clinical Alzheimer's disease
AS Bernstein, SZ Rapcsak… - Journal of …, 2021 - content.iospress.com
Background: Increasing evidence suggests that thalamic nuclei may atrophy in Alzheimer's
disease (AD). We hypothesized that there will be significant atrophy of limbic thalamic nuclei …
disease (AD). We hypothesized that there will be significant atrophy of limbic thalamic nuclei …
Dynamic thalamus parcellation from resting‐state fMRI data
The thalamus is a relay center between various subcortical brain areas and the cerebral
cortex with delineation of its constituent nuclei being of particular interest in many …
cortex with delineation of its constituent nuclei being of particular interest in many …
A nonparametric Riemannian framework for processing high angular resolution diffusion images and its applications to ODF-based morphometry
High angular resolution diffusion imaging (HARDI) has become an important technique for
imaging complex oriented structures in the brain and other anatomical tissues. This has …
imaging complex oriented structures in the brain and other anatomical tissues. This has …
MR imaging of ventral thalamic nuclei
K Yamada, K Akazawa, S Yuen… - American journal …, 2010 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: The Vim and VPL are important target regions of the
thalamus for DBS. Our aim was to clarify the anatomic locations of the ventral thalamic …
thalamus for DBS. Our aim was to clarify the anatomic locations of the ventral thalamic …