Back to search

Article

Machine Learning-Based Reconstruction of 2D MRI for Quantitative Morphometry in Epilepsy

2024-06-24

Abstract excerpt

<h4>Introduction</h4> Structural neuroimaging analyses require ‘research quality’ images, acquired with costly MRI acquisitions. Isotropic (3D-T1) images are desirable for quantitative analyses, however a routine compromise in the clinical setting is to acquire anisotropic (2D-T1) analogues for qualitative visual inspection. ML (Machine learning-based) software have shown promise in addressing some of the limitat...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
b40b2110-2800-536b-a9b4-1dfa9267d239
DOI
10.1101/2024.06.24.24309298
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Machine Learning-Based Reconstruction of 2D MRI for Quantitative Morphometry in EpilepsyDOI 10.1101/2024.06.24.24309298
The alteration of cortical microstructure similarity in drug-resistant epilepsy correlated with mTOR pathway genesSemantic proximity
Interpretable surface-based detection of focal cortical dysplasias: a MELD studySemantic proximity
Automated and Interpretable Detection of Hippocampal Sclerosis in temporal lobe epilepsy: AID-HSSemantic proximity
Automated Segmentation of Post-Surgical Resection Cavities on MRI in Focal Epilepsy: a MELD StudySemantic proximity
A next-generation, histological atlas of the human brain and its application to automated brain MRI segmentationSemantic proximity
Artificial intelligence and MRI: the source of a new epilepsy taxonomySemantic proximity
A DERIVED RELAXATION CONTRAST FROM SYNTHETIC MRI FOR DETECTING NETWORK MICROSTRUCTURAL VULNERABILITYSemantic proximity
Brain imaging traits and epilepsy: Unraveling causal links via mendelian randomization.Semantic proximity
Identification of four biotypes in temporal lobe epilepsy via machine learning on brain imagesSemantic proximity
Subcortical alterations in newly diagnosed epilepsy and associated changes in brain connectivity and cognitionSemantic proximity
The Extremely Brilliant Brain: An Isotropic Microscale Human Brain DatasetSemantic proximity
The ENIGMA‐Epilepsy working group: Mapping disease from large data setsSemantic proximity
Select a neighboring publication to make it the new centre.