AI Medical Compendium Topic

Explore the latest research on artificial intelligence and machine learning in medicine.

COVID-19 Testing

Showing 131 to 140 of 170 articles

Clear Filters

Clinical Predictive Models for COVID-19: Systematic Study.

Journal of medical Internet research Oct 6, 2020
BACKGROUND: COVID-19 is a rapidly emerging respiratory disease caused by SARS-CoV-2. Due to the rapid human-to-human transmission of SARS-CoV-2, many health care systems are at risk of exceeding their health care capacities, in particular in terms of...
Neural Networks, Computer Machine Learning Pandemics COVID-19 Algorithms Retrospective Studies Intensive Care Units Humans Area Under Curve Coronavirus Infections COVID-19 Testing Public Health Informatics Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral SARS-CoV-2 Hospitalization Sensitivity and Specificity Brazil Respiration, Artificial ROC Curve Predictive Value of Tests
View on PubMed DOI

Using machine learning of clinical data to diagnose COVID-19: a systematic review and meta-analysis.

BMC medical informatics and decision making Sep 29, 2020
BACKGROUND: The recent Coronavirus Disease 2019 (COVID-19) pandemic has placed severe stress on healthcare systems worldwide, which is amplified by the critical shortage of COVID-19 tests.
Sensitivity and Specificity Male COVID-19 Testing Influenza A virus Humans Datasets as Topic Diagnosis, Differential Clinical Laboratory Techniques Machine Learning Influenza, Human Betacoronavirus Pandemics Coronavirus Infections Pneumonia, Viral COVID-19 Computer Simulation Female SARS-CoV-2
View on PubMed DOI

A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity.

PloS one Sep 22, 2020
Worldwide, testing capacity for SARS-CoV-2 is limited and bottlenecks in the scale up of polymerase chain reaction (PCR-based testing exist. Our aim was to develop and evaluate a machine learning algorithm to diagnose COVID-19 in the inpatient settin...
Los Angeles Aged Adult COVID-19 Testing Middle Aged Humans Polymerase Chain Reaction Mass Screening Machine Learning Clinical Laboratory Techniques Inpatients Pandemics Betacoronavirus Area Under Curve COVID-19 Pneumonia, Viral Coronavirus Infections Retrospective Studies SARS-CoV-2
View on PubMed DOI

COVID19XrayNet: A Two-Step Transfer Learning Model for the COVID-19 Detecting Problem Based on a Limited Number of Chest X-Ray Images.

Interdisciplinary sciences, computational life sciences Sep 21, 2020
The novel coronavirus severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused a major pandemic outbreak recently. Various diagnostic technologies have been under active development. The novel coronavirus disease (COVID-19) may induce ...
SARS-CoV-2 Lung Deep Learning Pneumonia Radiography Models, Biological Coronavirus Infections Machine Learning Pandemics Pneumonia, Viral Reference Values COVID-19 Coronavirus COVID-19 Testing Humans Algorithms Datasets as Topic Neural Networks, Computer Databases, Factual X-Rays Tomography, X-Ray Computed Clinical Laboratory Techniques Betacoronavirus
View on PubMed DOI

Contrastive Cross-Site Learning With Redesigned Net for COVID-19 CT Classification.

IEEE journal of biomedical and health informatics Sep 10, 2020
The pandemic of coronavirus disease 2019 (COVID-19) has lead to a global public health crisis spreading hundreds of countries. With the continuous growth of new infections, developing automated tools for COVID-19 identification with CT image is highl...
Humans Machine Learning Pandemics COVID-19 Databases, Factual Coronavirus Infections Tomography, X-Ray Computed COVID-19 Testing SARS-CoV-2 Clinical Laboratory Techniques Deep Learning Betacoronavirus Computer Systems Pneumonia, Viral Computational Biology Radiographic Image Interpretation, Computer-Assisted
View on PubMed DOI

Artificial Intelligence-Assisted Loop Mediated Isothermal Amplification (AI-LAMP) for Rapid Detection of SARS-CoV-2.

Viruses Sep 1, 2020
Until vaccines and effective therapeutics become available, the practical solution to transit safely out of the current coronavirus disease 19 (CoVID-19) lockdown may include the implementation of an effective testing, tracing and tracking system. Ho...
Chlorocebus aethiops Vero Cells Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Pandemics Molecular Diagnostic Techniques Humans COVID-19 Nucleic Acid Amplification Techniques Artificial Intelligence RNA, Viral SARS-CoV-2 Dogs Sensitivity and Specificity Madin Darby Canine Kidney Cells Animals Coronavirus Infections Real-Time Polymerase Chain Reaction COVID-19 Testing
View on PubMed DOI

Efficient and Effective Training of COVID-19 Classification Networks With Self-Supervised Dual-Track Learning to Rank.

IEEE journal of biomedical and health informatics Aug 20, 2020
Coronavirus Disease 2019 (COVID-19) has rapidly spread worldwide since first reported. Timely diagnosis of COVID-19 is crucial both for disease control and patient care. Non-contrast thoracic computed tomography (CT) has been identified as an effecti...
Supervised Machine Learning Coronavirus Infections COVID-19 Testing Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Humans SARS-CoV-2 Diagnostic Errors Neural Networks, Computer Deep Learning Pandemics Cohort Studies COVID-19 Computational Biology Algorithms Radiographic Image Interpretation, Computer-Assisted Retrospective Studies Tomography, X-Ray Computed
View on PubMed DOI

Clinical application of an intelligent oropharyngeal swab robot: implication for the COVID-19 pandemic.

The European respiratory journal Aug 20, 2020
https://bit.ly/2BUsV55
Pandemics COVID-19 Female Male China Mass Screening Robotics Hospitals, University Coronavirus Infections COVID-19 Testing Oropharynx Clinical Laboratory Techniques Pneumonia, Viral Humans
View on PubMed DOI

Development of a clinical decision support system for severity risk prediction and triage of COVID-19 patients at hospital admission: an international multicentre study.

The European respiratory journal Aug 20, 2020
BACKGROUND: The outbreak of coronavirus disease 2019 (COVID-19) has globally strained medical resources and caused significant mortality.
Severity of Illness Index China Cohort Studies Hospital Mortality ROC Curve Decision Support Systems, Clinical Age Factors Sex Factors Predictive Value of Tests Survival Analysis Triage Internationality Area Under Curve Belgium Italy Clinical Laboratory Techniques Coronavirus Infections Pneumonia, Viral Reproducibility of Results COVID-19 Testing Humans Hospitalization Machine Learning Aged Pandemics Adult COVID-19 Male Retrospective Studies Middle Aged Female Risk Assessment
View on PubMed DOI

Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets.

Nature communications Aug 14, 2020
Chest CT is emerging as a valuable diagnostic tool for clinical management of COVID-19 associated lung disease. Artificial intelligence (AI) has the potential to aid in rapid evaluation of CT scans for differentiation of COVID-19 findings from other ...
Radiographic Image Interpretation, Computer-Assisted Coronavirus Infections COVID-19 Testing Humans Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Lung SARS-CoV-2 Deep Learning Aged Adolescent Aged, 80 and over Child, Preschool Young Adult Child Adult Imaging, Three-Dimensional Male Middle Aged Artificial Intelligence Pandemics COVID-19 Algorithms Tomography, X-Ray Computed Female
View on PubMed DOI
Popular Topics
Recent Journals