AIMC Topic: Internal Capsule

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Deep learning-based diffusion tensor image generation model: a proof-of-concept study.

Scientific reports Feb 5, 2024
This study created an image-to-image translation model that synthesizes diffusion tensor images (DTI) from conventional diffusion weighted images, and validated the similarities between the original and synthetic DTI. Thirty-two healthy volunteers we...
Humans Deep Learning Signal-To-Noise Ratio White Matter Diffusion Magnetic Resonance Imaging Corpus Callosum Internal Capsule
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A deep learning pipeline for the automated segmentation of posterior limb of internal capsule in preterm neonates.

Artificial intelligence in medicine Aug 24, 2022
Segmentation of specific brain tissue from MRI volumes is of great significance for brain disease diagnosis, progression assessment, and monitoring of neurological conditions. Manual segmentation is time-consuming, laborious, and subjective, which si...
Humans Neural Networks, Computer Infant, Newborn Deep Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging Internal Capsule
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Development of a Novel Prognostic Model to Predict 6-Month Swallowing Recovery After Ischemic Stroke.

Stroke Dec 30, 2019
Background and Purpose- The aim of this study was to explore clinical and radiological prognostic factors for long-term swallowing recovery in patients with poststroke dysphagia and to develop and validate a prognostic model using a machine learning ...
Humans Machine Learning Algorithms Prognosis Female Reproducibility of Results Aged Male Middle Aged Magnetic Resonance Imaging Recovery of Function Fluoroscopy Stroke Sex Factors Brain Ischemia Proportional Hazards Models Multivariate Analysis Cerebral Cortex Deglutition Disorders White Matter Enteral Nutrition Basal Ganglia Brain Stem Internal Capsule
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