Tag: LearningBased

AI/ML

Deep learning-based classification of posttraumatic stress disorder and depression following trauma utilizing visual and auditory markers of arousal and mood.

Newsemia
Related Articles Deep learning-based classification of posttraumatic stress disorder and depression following trauma utilizing visual and auditory markers of arousal and mood. Psychol Med. 2020...
AI/ML

A radiomics machine learning-based redefining score robustly identifies clinically significant prostate cancer in equivocal PI-RADS score 3 lesions.

Newsemia
A radiomics machine learning-based redefining score robustly identifies clinically significant prostate cancer in equivocal PI-RADS score 3 lesions. Abdom Radiol (NY). 2020 Aug 01;: Authors:...
AI/ML

Chances and challenges of machine learning-based disease classification in genetic association studies illustrated on age-related macular degeneration.

Newsemia
Chances and challenges of machine learning-based disease classification in genetic association studies illustrated on age-related macular degeneration. Genet Epidemiol. 2020 Aug 02;: Authors: Guenther F,...
AI/ML

Machine learning-based estimation of cognitive performance using regional brain MRI markers: the Northern Manhattan Study.

Newsemia
Machine learning-based estimation of cognitive performance using regional brain MRI markers: the Northern Manhattan Study. Brain Imaging Behav. 2020 Aug 01;: Authors: Caunca MR, Wang...
AI/ML

Machine learning-based analysis of [18F]DCFPyL PET radiomics for risk stratification in primary prostate cancer.

Newsemia
Related Articles Machine learning-based analysis of [18F]DCFPyL PET radiomics for risk stratification in primary prostate cancer. Eur J Nucl Med Mol Imaging. 2020 Jul 31;:...
AI/ML

A Deep Learning-based System for Identifying Differentiation Status and Delineating Margins of Early Gastric Cancer in Magnifying Narrow-band Imaging Endoscopy.

Newsemia
Related Articles A Deep Learning-based System for Identifying Differentiation Status and Delineating Margins of Early Gastric Cancer in Magnifying Narrow-band Imaging Endoscopy. Endoscopy. 2020 Jul...
AI/ML

Evaluating body composition by combining quantitative spectral detector computed tomography and deep learning-based image segmentation.

Newsemia
Evaluating body composition by combining quantitative spectral detector computed tomography and deep learning-based image segmentation. Eur J Radiol. 2020 Jul 12;130:109153 Authors: Zopfs D, Bousabarah...
AI/ML

Deep learning-based multi-view fusion model for screening 2019 novel coronavirus pneumonia: A multicentre study.

Newsemia
Related Articles Deep learning-based multi-view fusion model for screening 2019 novel coronavirus pneumonia: A multicentre study. Eur J Radiol. 2020 Jul;128:109041 Authors: Wu X, Hui...
AI/ML

A machine learning-based linguistic battery for diagnosing mild cognitive impairment due to Alzheimer's disease.

Newsemia
Related Articles A machine learning-based linguistic battery for diagnosing mild cognitive impairment due to Alzheimer’s disease. PLoS One. 2020;15(3):e0229460 Authors: Orimaye SO, Goodkin K, Riaz...
AI/ML

Deep learning-based target metabolite isolation and big data-driven measurement uncertainty estimation in proton magnetic resonance spectroscopy of the brain.

Newsemia
Related Articles Deep learning-based target metabolite isolation and big data-driven measurement uncertainty estimation in proton magnetic resonance spectroscopy of the brain. Magn Reson Med. 2020...
AI/ML

Machine Learning-Based Forecast of Hemorrhagic Stroke Healthcare Service Demand considering Air Pollution.

Newsemia
Related Articles Machine Learning-Based Forecast of Hemorrhagic Stroke Healthcare Service Demand considering Air Pollution. J Healthc Eng. 2019;2019:7463242 Authors: Chen J, Li H, Luo L,...
AI/ML

Quantifying normal and parkinsonian gait features from home movies: Practical application of a deep learning-based 2D pose estimator.

Newsemia
Related Articles Quantifying normal and parkinsonian gait features from home movies: Practical application of a deep learning-based 2D pose estimator. PLoS One. 2019;14(11):e0223549 Authors: Sato...

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