Tag : Neuroimaging / methods*

AI/ML

Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives.

Newsemia
Related Articles Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives. Neuroimage. 2020 01 01;204:116208 Authors: Chauvin L, Kumar...
AI/ML

Post-hoc modification of linear models: Combining machine learning with domain information to make solid inferences from noisy data.

Newsemia
Related Articles Post-hoc modification of linear models: Combining machine learning with domain information to make solid inferences from noisy data. Neuroimage. 2020 01 01;204:116221 Authors:...
AI/ML

SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis.

Newsemia
Related Articles SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis. Neuroimage...
AI/ML

Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation.

Newsemia
Related Articles Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation. Neuroimage Clin. 2019;24:102003 Authors: Eitel F, Soehler...
Neurology

Neuroimaging and neurophysiological evaluation of severity of Parkinson's disease.

Newsemia
Related Articles Neuroimaging and neurophysiological evaluation of severity of Parkinson’s disease. J Clin Neurosci. 2020 Apr;74:135-140 Authors: Kuribara T, Enatsu R, Kitagawa M, Arihara M,...
Cardiology

Neurophysiology and neuroimaging accurately predict poor neurological outcome within 24 hours after cardiac arrest: The ProNeCA prospective multicentre prognostication study.

Newsemia
Related Articles Neurophysiology and neuroimaging accurately predict poor neurological outcome within 24 hours after cardiac arrest: The ProNeCA prospective multicentre prognostication study. Resuscitation. 2019 10;143:115-123...
AI/ML

Automated lesion segmentation with BIANCA: Impact of population-level features, classification algorithm and locally adaptive thresholding.

Newsemia
Related Articles Automated lesion segmentation with BIANCA: Impact of population-level features, classification algorithm and locally adaptive thresholding. Neuroimage. 2019 11 15;202:116056 Authors: Sundaresan V, Zamboni...
AI/ML

Track density imaging: A reliable method to assess white matter changes in Progressive Supranuclear Palsy with predominant parkinsonism.

Newsemia
Related Articles Track density imaging: A reliable method to assess white matter changes in Progressive Supranuclear Palsy with predominant parkinsonism. Parkinsonism Relat Disord. 2019 12;69:23-29...
AI/ML

Predicting Alzheimer's disease progression using multi-modal deep learning approach.

Newsemia
Related Articles Predicting Alzheimer’s disease progression using multi-modal deep learning approach. Sci Rep. 2019 02 13;9(1):1952 Authors: Lee G, Nho K, Kang B, Sohn KA,...
AI/ML

A deep learning model for early prediction of Alzheimer's disease dementia based on hippocampal magnetic resonance imaging data.

Newsemia
Related Articles A deep learning model for early prediction of Alzheimer’s disease dementia based on hippocampal magnetic resonance imaging data. Alzheimers Dement. 2019 08;15(8):1059-1070 Authors:...
AI/ML

Transfer learning on T1-weighted images for brain age estimation.

Newsemia
Related Articles Transfer learning on T1-weighted images for brain age estimation. Math Biosci Eng. 2019 05 18;16(5):4382-4398 Authors: Jiang HT, Guo JJ, Du HW, Xu...

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