AIMC Topic: Magnetic Resonance Imaging

Clear Filters Showing 3331 to 3340 of 6201 articles

Editorial for "Deep Learning Whole-Gland and Zonal Prostate Segmentation on a Public MRI Dataset".

Journal of magnetic resonance imaging : JMRI May 30, 2021
Magnetic Resonance Imaging Prostate Specimen Handling Male Deep Learning Image Processing, Computer-Assisted Humans
View on PubMed DOI

Biased accuracy in multisite machine-learning studies due to incomplete removal of the effects of the site.

Psychiatry research. Neuroimaging May 29, 2021
Brain MRI researchers conducting multisite studies, such as within the ENIGMA Consortium, are very aware of the importance of controlling the effects of the site (EoS) in the statistical analysis. Conversely, authors of the novel machine-learning MRI...
Sensitivity and Specificity Humans Magnetic Resonance Imaging Machine Learning Neuroimaging
View on PubMed DOI

Resection of Intracranial Tumors with a Robotic-Assisted Digital Microscope: A Preliminary Experience with Robotic Scope.

World neurosurgery May 27, 2021
BACKGROUND: Magnified intraoperative visualization is of paramount importance during microsurgical procedures. Although the introduction of the operating microscope represented one of the most relevant innovations in modern neurosurgery, surgical vis...
Meningioma Astrocytoma Feasibility Studies Microscopy Magnetic Resonance Imaging Humans Robotics Female Microsurgery Aged Robotic Surgical Procedures Neurosurgical Procedures Surgery, Computer-Assisted Male Adult Middle Aged Brain Neoplasms Imaging, Three-Dimensional
View on PubMed DOI

Geometric deep learning on brain shape predicts sex and age.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society May 27, 2021
The complex relationship between the shape and function of the human brain remains elusive despite extensive studies of cortical folding over many decades. The analysis of cortical gyrification presents an opportunity to advance our knowledge about t...
Deep Learning Humans Adolescent Aged Neural Networks, Computer Child Adult Aged, 80 and over Magnetic Resonance Imaging Brain Middle Aged Young Adult Neuroimaging
View on PubMed DOI

Deep unregistered multi-contrast MRI reconstruction.

Magnetic resonance imaging May 26, 2021
Multiple magnetic resonance images of different contrasts are normally acquired for clinical diagnosis. Recently, research has shown that the previously acquired multi-contrast (MC) images of the same patient can be used as anatomical prior to accele...
Neural Networks, Computer Brain Image Processing, Computer-Assisted Magnetic Resonance Imaging Humans
View on PubMed DOI

A Convolutional Neural Network Combining Discriminative Dictionary Learning and Sequence Tracking for Left Ventricular Detection.

Sensors (Basel, Switzerland) May 26, 2021
Cardiac MRI left ventricular (LV) detection is frequently employed to assist cardiac registration or segmentation in computer-aided diagnosis of heart diseases. Focusing on the challenging problems in LV detection, such as the large span and varying ...
Algorithms Image Processing, Computer-Assisted Magnetic Resonance Imaging Neural Networks, Computer Heart Ventricles
View on PubMed DOI

Evaluating atypical language in autism using automated language measures.

Scientific reports May 26, 2021
Measurement of language atypicalities in Autism Spectrum Disorder (ASD) is cumbersome and costly. Better language outcome measures are needed. Using language transcripts, we generated Automated Language Measures (ALMs) and tested their validity. 169 ...
Functional Neuroimaging Attention Deficit Disorder with Hyperactivity Language Disorders Adolescent Diagnosis, Differential Child Natural Language Processing Logistic Models Language Tests Female Magnetic Resonance Imaging Humans Models, Neurological Male Autism Spectrum Disorder Severity of Illness Index
View on PubMed DOI

Fully Automated MR Detection and Segmentation of Brain Metastases in Non-small Cell Lung Cancer Using Deep Learning.

Journal of magnetic resonance imaging : JMRI May 25, 2021
BACKGROUND: Non-small cell lung cancer (NSCLC) is the most common tumor entity spreading to the brain and up to 50% of patients develop brain metastases (BMs). Detection of BMs on MRI is challenging with an inherent risk of missed diagnosis.
Humans Lung Neoplasms Carcinoma, Non-Small-Cell Lung Retrospective Studies Magnetic Resonance Imaging Brain Neoplasms Deep Learning
View on PubMed DOI

Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast.

NeuroImage May 25, 2021
Most existing algorithms for automatic 3D morphometry of human brain MRI scans are designed for data with near-isotropic voxels at approximately 1 mm resolution, and frequently have contrast constraints as well-typically requiring T1-weighted images ...
Models, Theoretical Magnetic Resonance Imaging Neuroimaging Computer Simulation Deep Learning Humans Brain
View on PubMed DOI

Predictors of real-time fMRI neurofeedback performance and improvement - A machine learning mega-analysis.

NeuroImage May 25, 2021
Real-time fMRI neurofeedback is an increasingly popular neuroimaging technique that allows an individual to gain control over his/her own brain signals, which can lead to improvements in behavior in healthy participants as well as to improvements of ...
Functional Neuroimaging Magnetic Resonance Imaging Neurofeedback Humans Machine Learning Adult
View on PubMed DOI
Popular Topics
Recent Journals