AIMC Topic: COVID-19

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Detection of COVID-19 in Chest X-ray Images: A Big Data Enabled Deep Learning Approach.

International journal of environmental research and public health Sep 27, 2021
Coronavirus disease (COVID-19) spreads from one person to another rapidly. A recently discovered coronavirus causes it. COVID-19 has proven to be challenging to detect and cure at an early stage all over the world. Patients showing symptoms of COVID-...
Big Data X-Rays COVID-19 SARS-CoV-2 Deep Learning Humans
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Identifying individuals with recent COVID-19 through voice classification using deep learning.

Scientific reports Sep 27, 2021
Recently deep learning has attained a breakthrough in model accuracy for the classification of images due mainly to convolutional neural networks. In the present study, we attempted to investigate the presence of subclinical voice feature alteration ...
Humans Neural Networks, Computer COVID-19 Prospective Studies Logistic Models Sensitivity and Specificity Multivariate Analysis Cough Voice Male Sound Voice Disorders Deep Learning Female SARS-CoV-2 Adult
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Using different machine learning models to classify patients into mild and severe cases of COVID-19 based on multivariate blood testing.

Journal of medical virology Sep 25, 2021
COVID-19 is a serious respiratory disease. The ever-increasing number of cases is causing heavier loads on the health service system. Using 38 blood test indicators on the first day of admission for the 422 patients diagnosed with COVID-19 (from Janu...
Neural Networks, Computer COVID-19 Area Under Curve SARS-CoV-2 Humans Severity of Illness Index Blood Chemical Analysis Logistic Models Hematologic Tests Support Vector Machine
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A comparative analysis of eleven neural networks architectures for small datasets of lung images of COVID-19 patients toward improved clinical decisions.

Computers in biology and medicine Sep 24, 2021
The 2019 novel severe acute respiratory syndrome coronavirus 2-SARS-CoV2, commonly known as COVID-19, is a highly infectious disease that has endangered the health of many people around the world. COVID-19, which infects the lungs, is often diagnosed...
Deep Learning RNA, Viral COVID-19 SARS-CoV-2 Lung Humans Neural Networks, Computer
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Feasibility of machine integrated point of care lung ultrasound automatic B-lines tool in the Corona-virus 2019 critical care unit.

Critical care (London, England) Sep 24, 2021
Artificial Intelligence COVID-19 Intensive Care Units Humans Point-of-Care Systems Ultrasonography Feasibility Studies
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eARDS: A multi-center validation of an interpretable machine learning algorithm of early onset Acute Respiratory Distress Syndrome (ARDS) among critically ill adults with COVID-19.

PloS one Sep 24, 2021
We present an interpretable machine learning algorithm called 'eARDS' for predicting ARDS in an ICU population comprising COVID-19 patients, up to 12-hours before satisfying the Berlin clinical criteria. The analysis was conducted on data collected f...
Oxygen Models, Biological SARS-CoV-2 Respiratory Rate Medical Records Systems, Computerized Risk Factors COVID-19 Middle Aged Aged, 80 and over Aged Critical Illness Humans Adolescent Adult Machine Learning Female Respiratory Distress Syndrome Male
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Efficient and targeted COVID-19 border testing via reinforcement learning.

Nature Sep 22, 2021
Throughout the coronavirus disease 2019 (COVID-19) pandemic, countries have relied on a variety of ad hoc border control protocols to allow for non-essential travel while safeguarding public health, from quarantining all travellers to restricting ent...
Humans Machine Learning COVID-19 Greece Public Health Travel Travel Medicine Prevalence Carrier State
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Non-melanoma skin cancer diagnosis: a comparison between dermoscopic and smartphone images by unified visual and sonification deep learning algorithms.

Journal of cancer research and clinical oncology Sep 21, 2021
PURPOSE: Non-melanoma skin cancer (NMSC) is the most frequent keratinocyte-origin skin tumor. It is confirmed that dermoscopy of NMSC confers a diagnostic advantage as compared to visual face-to-face assessment. COVID-19 restrictions diagnostics by t...
Deep Learning Humans Smartphone Artificial Intelligence COVID-19 Algorithms Skin Neoplasms Dermoscopy
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A New Approach to Predicting Cryptocurrency Returns Based on the Gold Prices with Support Vector Machines during the COVID-19 Pandemic Using Sensor-Related Data.

Sensors (Basel, Switzerland) Sep 21, 2021
In a real-world situation produced under COVID-19 scenarios, predicting cryptocurrency returns accurately can be challenging. Such a prediction may be helpful to the daily economic and financial market. Unlike forecasting the cryptocurrency returns, ...
Gold Commerce COVID-19 SARS-CoV-2 Humans Support Vector Machine Pandemics
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Robots in Healthcare? What Patients Say.

International journal of environmental research and public health Sep 21, 2021
In this paper, we analyse patients' perspectives on the introduction of artificial intelligence (AI) and robotic systems in healthcare. Based on citizens' experiences when hospitalised for COVID-19, we explore how the opinions and concerns regarding ...
SARS-CoV-2 Robotics Humans Artificial Intelligence COVID-19 Delivery of Health Care
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