AIMC Topic: Clinical Laboratory Techniques

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Can routine laboratory variables predict survival in COVID-19? An artificial neural network-based approach.

Clinical chemistry and laboratory medicine Oct 2, 2020
Aged Male Middle Aged Coronavirus Infections Survival Analysis Clinical Laboratory Techniques Pneumonia, Viral Humans Neural Networks, Computer Pandemics COVID-19 Prognosis Female
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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.
Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Pandemics COVID-19 Computer Simulation Female SARS-CoV-2 Sensitivity and Specificity Male Influenza A virus Diagnosis, Differential Influenza, Human Humans Coronavirus Infections COVID-19 Testing Machine Learning Datasets as Topic
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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...
Coronavirus Infections Aged Humans Los Angeles Adult Pneumonia, Viral Machine Learning COVID-19 Testing Middle Aged Pandemics Polymerase Chain Reaction Mass Screening COVID-19 Clinical Laboratory Techniques Inpatients Retrospective Studies Betacoronavirus Area Under Curve SARS-CoV-2
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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 ...
Pandemics COVID-19 Algorithms Databases, Factual Tomography, X-Ray Computed SARS-CoV-2 Humans Neural Networks, Computer Machine Learning Reference Values COVID-19 Testing Datasets as Topic X-Rays Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Lung Deep Learning Pneumonia Radiography Models, Biological Coronavirus Infections Coronavirus
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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...
Coronavirus Infections COVID-19 Testing Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Tomography, X-Ray Computed SARS-CoV-2 Deep Learning Computer Systems Computational Biology Radiographic Image Interpretation, Computer-Assisted Humans Machine Learning Pandemics COVID-19 Databases, Factual
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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...
COVID-19 Testing Chlorocebus aethiops Vero Cells Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Molecular Diagnostic Techniques Nucleic Acid Amplification Techniques RNA, Viral Dogs Madin Darby Canine Kidney Cells Coronavirus Infections Humans Artificial Intelligence Pandemics COVID-19 SARS-CoV-2 Sensitivity and Specificity Animals Real-Time Polymerase Chain Reaction
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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...
Radiographic Image Interpretation, Computer-Assisted Supervised Machine Learning Coronavirus Infections COVID-19 Testing Clinical Laboratory Techniques Betacoronavirus Tomography, X-Ray Computed SARS-CoV-2 Diagnostic Errors Deep Learning Cohort Studies Computational Biology Pneumonia, Viral Humans Neural Networks, Computer Pandemics COVID-19 Algorithms Retrospective Studies
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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
Humans Pandemics COVID-19 Female Male China Mass Screening Robotics Hospitals, University Coronavirus Infections COVID-19 Testing Oropharynx Clinical Laboratory Techniques Pneumonia, Viral
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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.
Internationality Belgium Clinical Laboratory Techniques Pneumonia, Viral Area Under Curve Italy Coronavirus Infections COVID-19 Testing Sex Factors Survival Analysis Adult Male Middle Aged Risk Assessment Severity of Illness Index China Cohort Studies Hospital Mortality ROC Curve Decision Support Systems, Clinical Age Factors Predictive Value of Tests Triage COVID-19 Retrospective Studies Female Reproducibility of Results Hospitalization Aged Humans Machine Learning Pandemics
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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 ...
Betacoronavirus Pneumonia, Viral Child Imaging, Three-Dimensional Radiographic Image Interpretation, Computer-Assisted Coronavirus Infections COVID-19 Testing Clinical Laboratory Techniques Male Middle Aged Lung Deep Learning Adolescent Child, Preschool Tomography, X-Ray Computed Female SARS-CoV-2 Aged Aged, 80 and over Young Adult Adult Humans Artificial Intelligence Pandemics COVID-19 Algorithms
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