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Machine Learning Applied to Clinical Laboratory Data in Spain for COVID-19 Outcome Prediction: Model Development and Validation.

Journal of medical Internet research Apr 14, 2021
BACKGROUND: The COVID-19 pandemic is probably the greatest health catastrophe of the modern era. Spain's health care system has been exposed to uncontrollable numbers of patients over a short period, causing the system to collapse. Given that diagnos...
Reproducibility of Results SARS-CoV-2 Aged Aged, 80 and over Young Adult Prognosis Retrospective Studies Female Infant, Newborn Child, Preschool Child Treatment Outcome Laboratories Spain Adult Male Middle Aged Infant Adolescent Humans Machine Learning Pandemics COVID-19 Research Design
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Accessory pathway analysis using a multimodal deep learning model.

Scientific reports Apr 13, 2021
Cardiac accessory pathways (APs) in Wolff-Parkinson-White (WPW) syndrome are conventionally diagnosed with decision tree algorithms; however, there are problems with clinical usage. We assessed the efficacy of the artificial intelligence model using ...
Humans Neural Networks, Computer Algorithms Retrospective Studies Female Young Adult Adolescent Adult Electrocardiography Radiography, Thoracic Male Wolff-Parkinson-White Syndrome Middle Aged Accessory Atrioventricular Bundle Deep Learning
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Artificial intelligence for cellular phenotyping diagnosis of nasal polyps by whole-slide imaging.

EBioMedicine Apr 12, 2021
BACKGROUND: artificial intelligence (AI) for cellular phenotyping diagnosis of nasal polyps by whole-slide imaging (WSI) is lacking. We aim to establish an AI chronic rhinosinusitis evaluation platform 2.0 (AICEP 2.0) to obtain the proportion of infl...
Male Humans Reproducibility of Results Middle Aged Computational Biology Neural Networks, Computer Aged Deep Learning Nasal Polyps Artificial Intelligence Adolescent Young Adult Histocytochemistry Software Image Processing, Computer-Assisted Adult Female
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Intranasal vasopressin modulates resting state brain activity across multiple neural systems: Evidence from a brain imaging machine learning study.

Neuropharmacology Apr 11, 2021
Arginine vasopressin (AVP), a neuropeptide with widespread receptors in brain regions important for socioemotional processing, is critical in regulating various mammalian social behavior and emotion. Although a growing body of task-based brain imagin...
Administration, Intranasal Social Behavior Social Cognition Rest Arginine Vasopressin Neural Pathways Adolescent Perception Brain Magnetic Resonance Imaging Motor Activity Emotions Young Adult Vasoconstrictor Agents Humans Adult Machine Learning Male Functional Neuroimaging
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Robot-assisted transthoracic first rib resection for venous thoracic outlet syndrome.

Vascular Apr 9, 2021
BACKGROUND: Venous thoracic outlet syndrome (vTOS) is caused by external compression of the subclavian vein at the costoclavicular junction. It can be subdivided in McCleery Syndrome and Paget-Schroetter Syndrome (PSS). To improve the venous outflow ...
Female Young Adult Adult Male Middle Aged Humans Retrospective Studies Ribs Treatment Outcome Robotics Decompression, Surgical Thoracic Outlet Syndrome
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Classification Criteria for Acute Posterior Multifocal Placoid Pigment Epitheliopathy.

American journal of ophthalmology Apr 9, 2021
PURPOSE: To determine classification criteria for acute posterior multifocal placoid pigment epitheliopathy (APMPPE).
Humans Fluorescein Angiography Machine Learning Female Pigment Epithelium of Eye Male Young Adult White Dot Syndromes Adult Visual Acuity Choroid Tomography, Optical Coherence Fundus Oculi
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Classification Criteria for Cytomegalovirus Anterior Uveitis.

American journal of ophthalmology Apr 9, 2021
PURPOSE: To determine classification criteria for cytomegalovirus (CMV) anterior uveitis.
Uveitis, Anterior Male Middle Aged Adolescent Consensus DNA, Viral Cytomegalovirus Cytomegalovirus Infections Eye Infections, Viral Machine Learning Aqueous Humor Female Aged Young Adult Adult Humans
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Classification Criteria for Intermediate Uveitis, Non-Pars Planitis Type.

American journal of ophthalmology Apr 9, 2021
PURPOSE: To determine classification criteria for intermediate uveitis, non-pars planitis type (IU-NPP, also known as undifferentiated intermediate uveitis).
Young Adult Adult Male Middle Aged Visual Acuity Humans Machine Learning Female Pars Planitis Uveitis, Intermediate
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Hepatic Alveolar Echinococcosis: Predictive Biological Activity Based on Radiomics of MRI.

BioMed research international Apr 9, 2021
BACKGROUND: To evaluate the role of radiomics based on magnetic resonance imaging (MRI) in the biological activity of hepatic alveolar echinococcosis (HAE).
Area Under Curve Positron Emission Tomography Computed Tomography Young Adult Humans Image Interpretation, Computer-Assisted Adult Echinococcosis, Hepatic Machine Learning Male Retrospective Studies Middle Aged Female Magnetic Resonance Imaging
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Limits to visual representational correspondence between convolutional neural networks and the human brain.

Nature communications Apr 6, 2021
Convolutional neural networks (CNNs) are increasingly used to model human vision due to their high object categorization capabilities and general correspondence with human brain responses. Here we evaluate the performance of 14 different CNNs compare...
Adolescent Humans Image Processing, Computer-Assisted Neural Networks, Computer Vision, Ocular Brain Photic Stimulation Young Adult Adult
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