AIMC Topic: Aged, 80 and over
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Machine learning predictive model for severe COVID-19.
Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases
Jan 28, 2021
To develop a modified predictive model for severe COVID-19 in people infected with Sars-Cov-2. We developed the predictive model for severe patients of COVID-19 based on the clinical date from the Tumor Center of Union Hospital affiliated with Tongji...
Machine learning method for predicting pacemaker implantation following transcatheter aortic valve replacement.
Pacing and clinical electrophysiology : PACE
Jan 28, 2021
BACKGROUND: An accurate assessment of permanent pacemaker implantation (PPI) risk following transcatheter aortic valve replacement (TAVR) is important for clinical decision making. The aims of this study were to investigate the significance and utili...
A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian Cohort.
Journal of medical systems
Jan 26, 2021
Computer Tomography (CT) is currently being adapted for visualization of COVID-19 lung damage. Manual classification and characterization of COVID-19 may be biased depending on the expert's opinion. Artificial Intelligence has recently penetrated COV...
Screening of Alzheimer's disease by facial complexion using artificial intelligence.
Aging
Jan 25, 2021
Despite the increasing incidence and high morbidity associated with dementia, a simple, non-invasive, and inexpensive method of screening for dementia is yet to be discovered. This study aimed to examine whether artificial intelligence (AI) could dis...
Building an Automated Orofacial Pain, Headache and Temporomandibular Disorder Diagnosis System.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Jan 25, 2021
Physicians collect data in patient encounters that they use to diagnose patients. This process can fail if the needed data is not collected or if physicians fail to interpret the data. Previous work in orofacial pain (OFP) has automated diagnosis fro...
Association of AI quantified COVID-19 chest CT and patient outcome.
International journal of computer assisted radiology and surgery
Jan 23, 2021
PURPOSE: Severity scoring is a key step in managing patients with COVID-19 pneumonia. However, manual quantitative analysis by radiologists is a time-consuming task, while qualitative evaluation may be fast but highly subjective. This study aims to d...
Logistic regression and machine learning predicted patient mortality from large sets of diagnosis codes comparably.
Journal of clinical epidemiology
Jan 22, 2021
OBJECTIVE: The objective of the study was to compare the performance of logistic regression and boosted trees for predicting patient mortality from large sets of diagnosis codes in electronic healthcare records.
Cognitive and MRI trajectories for prediction of Alzheimer's disease.
Scientific reports
Jan 22, 2021
The concept of Mild Cognitive Impairment (MCI) is used to describe the early stages of Alzheimer's disease (AD), and identification and treatment before further decline is an important clinical task. We selected longitudinal data from the ADNI databa...
Machine Learning Approach for Intraocular Disease Prediction Based on Aqueous Humor Immune Mediator Profiles.
Ophthalmology
Jan 21, 2021
PURPOSE: Various immune mediators have crucial roles in the pathogenesis of intraocular diseases. Machine learning can be used to automatically select and weigh various predictors to develop models maximizing predictive power. However, these techniqu...
Inflammation Mediators
Eye Diseases
Endophthalmitis
Glaucoma, Open-Angle
Retinal Detachment
Aqueous Humor
Intraocular Lymphoma
Retinal Necrosis Syndrome, Acute
Humans
Diagnosis, Computer-Assisted
Machine Learning
Aged, 80 and over
ROC Curve
Female
Interleukins
Adult
Reproducibility of Results
Area Under Curve
Cross-Sectional Studies
Aged
Immunoassay
Male
Flow Cytometry
Middle Aged
Deep Neural Network Accurately Predicts Prognosis of Ulcerative Colitis Using Endoscopic Images.
Gastroenterology
Jan 21, 2021
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