AIMC Topic: Pandemics

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Deep Learning in the Quest for Compound Nomination for Fighting COVID-19.

Current medicinal chemistry Jan 1, 2021
The current COVID-19 pandemic initiated an unprecedented response from clinicians and the scientific community in all relevant biomedical fields. It created an incredible multidimensional data-rich framework in which deep learning proved instrumental...
Pandemics COVID-19 SARS-CoV-2 Deep Learning Drug Repositioning Humans
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Integration of cardiovascular risk assessment with COVID-19 using artificial intelligence.

Reviews in cardiovascular medicine Dec 30, 2020
Artificial Intelligence (AI), in general, refers to the machines (or computers) that mimic "cognitive" functions that we associate with our mind, such as "learning" and "solving problem". New biomarkers derived from medical imaging are being discover...
Humans Pandemics COVID-19 Artificial Intelligence Risk Factors Delivery of Health Care Cardiovascular Diseases SARS-CoV-2 Risk Assessment Comorbidity
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Retrospective analysis of the accuracy of predicting the alert level of COVID-19 in 202 countries using Google Trends and machine learning.

Journal of global health Dec 1, 2020
BACKGROUND: Internet search engine data, such as Google Trends, was shown to be correlated with the incidence of COVID-19, but only in several countries. We aim to develop a model from a small number of countries to predict the epidemic alert level i...
SARS-CoV-2 Global Health Incidence Models, Statistical Coronavirus Infections Machine Learning Pandemics Data Accuracy COVID-19 Humans Search Engine Retrospective Studies Betacoronavirus Pneumonia, Viral
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Latent COVID-19 Clusters in Patients with Chronic Respiratory Conditions.

Studies in health technology and informatics Nov 23, 2020
The goal of this paper was to apply unsupervised machine learning techniques towards the discovery of latent COVID-19 clusters in patients with chronic lower respiratory diseases (CLRD). Patients who underwent testing for SARS-CoV-2 were identified f...
Unsupervised Machine Learning Coronavirus Infections Betacoronavirus Pneumonia, Viral Pandemics Humans COVID-19 Electronic Health Records SARS-CoV-2
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Deep learning applications to combat the dissemination of COVID-19 disease: a review.

European review for medical and pharmacological sciences Nov 1, 2020
Recent Coronavirus (COVID-19) is one of the respiratory diseases, and it is known as fast infectious ability. This dissemination can be decelerated by diagnosing and quarantining patients with COVID-19 at early stages, thereby saving numerous lives. ...
Pandemics COVID-19 Tomography, X-Ray Computed SARS-CoV-2 Lung Deep Learning Image Processing, Computer-Assisted Predictive Value of Tests RNA, Viral Humans Betacoronavirus Quarantine Pneumonia, Viral Coronavirus Infections Patient Isolation Polymerase Chain Reaction Radiography, Thoracic
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Deus Ex Machina? Predicting SARS-CoV-2 Infection from Lab Tests Using Machine Learning.

Clinical chemistry Nov 1, 2020
Betacoronavirus Pneumonia, Viral Laboratories Probability Blood Cell Count Clinical Laboratory Techniques Pandemics SARS-CoV-2 COVID-19 Algorithms Humans Reverse Transcriptase Polymerase Chain Reaction Electronic Health Records Machine Learning Coronavirus Infections COVID-19 Testing Programming Languages
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Routine Laboratory Blood Tests Predict SARS-CoV-2 Infection Using Machine Learning.

Clinical chemistry Nov 1, 2020
BACKGROUND: Accurate diagnostic strategies to identify SARS-CoV-2 positive individuals rapidly for management of patient care and protection of health care personnel are urgently needed. The predominant diagnostic test is viral RNA detection by RT-PC...
Laboratories Hematologic Tests Clinical Laboratory Techniques Pneumonia, Viral ROC Curve Models, Theoretical Coronavirus Infections COVID-19 Testing COVID-19 Retrospective Studies Female Aged Young Adult Adult Male Middle Aged Reverse Transcriptase Polymerase Chain Reaction Humans Machine Learning Pandemics
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Concerns for management of STEMI patients in the COVID-19 era: a paradox phenomenon.

Journal of thrombosis and thrombolysis Nov 1, 2020
The pandemic of coronavirus disease 2019 (COVID-19) has become a public health emergency of international concern. During this time, the management of people with acute coronary syndromes (ACS) and COVID-19 has become a global issue, especially since...
Humans Occupational Exposure Treatment Outcome Robotics Thrombolytic Therapy ST Elevation Myocardial Infarction Pandemics COVID-19 Risk Factors Infection Control Pneumonia, Viral Infectious Disease Transmission, Patient-to-Professional Personal Protective Equipment Percutaneous Coronary Intervention Coronavirus Infections Acute Coronary Syndrome Motor Activity
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The toll of noninfected CRS patients to the COVID-19 pandemic.

Rhinology Oct 1, 2020
Social distancing with the aim of avoiding infections and pre-serve critical care capacities during the COVID-19 pandemic has been implemented in Germany according to World Health Organization (WHO) recommendations from early March onwards. Limitatio...
Telemedicine SARS-CoV-2 Humans Pneumonia, Viral Germany Sinusitis Artificial Intelligence Otolaryngology Rhinitis Pandemics Betacoronavirus Chronic Disease COVID-19 Coronavirus Infections
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Alexa, do I have COVID-19?

Nature Oct 1, 2020
Humans False Positive Reactions Machine Learning Privacy Biomarkers Voice Dementia Coronavirus Infections Speech Disorders Autism Spectrum Disorder Pandemics Mobile Applications Dyspnea Pneumonia, Viral Pulmonary Disease, Chronic Obstructive COVID-19 Mass Screening Speech Recognition Software Depression Parkinson Disease Triage
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