AIMC Topic: Coronavirus Infections

Clear Filters Showing 91 to 100 of 240 articles

Identifying COVID19 from Chest CT Images: A Deep Convolutional Neural Networks Based Approach.

Journal of healthcare engineering Aug 11, 2020
Coronavirus Disease (COVID19) is a fast-spreading infectious disease that is currently causing a healthcare crisis around the world. Due to the current limitations of the reverse transcription-polymerase chain reaction (RT-PCR) based tests for detect...
Thorax Tomography, X-Ray Computed Humans Biomedical Engineering Neural Networks, Computer SARS-CoV-2 Clinical Laboratory Techniques Pandemics Deep Learning Betacoronavirus COVID-19 Coronavirus Infections Pneumonia, Viral Databases, Factual COVID-19 Testing
View on PubMed DOI

Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial.

Computers in biology and medicine Aug 6, 2020
BACKGROUND: Currently, physicians are limited in their ability to provide an accurate prognosis for COVID-19 positive patients. Existing scoring systems have been ineffective for identifying patient decompensation. Machine learning (ML) may offer an ...
COVID-19 Drug Treatment United States Clinical Laboratory Techniques Triage Betacoronavirus Prognosis Coronavirus Infections Pneumonia, Viral Female Respiratory Insufficiency SARS-CoV-2 COVID-19 Testing Middle Aged Machine Learning Aged Humans Adult Respiration, Artificial Pandemics Aged, 80 and over Computational Biology Sensitivity and Specificity COVID-19 Male Algorithms Prospective Studies
View on PubMed DOI

A fully automatic deep learning system for COVID-19 diagnostic and prognostic analysis.

The European respiratory journal Aug 6, 2020
Coronavirus disease 2019 (COVID-19) has spread globally, and medical resources become insufficient in many regions. Fast diagnosis of COVID-19 and finding high-risk patients with worse prognosis for early prevention and medical resource optimisation ...
SARS-CoV-2 Aged Adult Male Middle Aged COVID-19 Automation Humans Prognosis Lung Lung Diseases, Fungal Pandemics Retrospective Studies Deep Learning Tomography, X-Ray Computed Pneumonia, Bacterial Betacoronavirus Image Processing, Computer-Assisted Female Pneumonia, Viral Area Under Curve Pneumonia, Mycoplasma Coronavirus Infections
View on PubMed DOI

How artificial intelligence (AI) could have helped our medical education during the COVID-19 pandemic - A student's perspective.

Medical teacher Aug 5, 2020
Artificial Intelligence Pandemics COVID-19 SARS-CoV-2 Students Coronavirus Infections Education, Medical Betacoronavirus Pneumonia, Viral Humans
View on PubMed DOI

Mathematical models and deep learning for predicting the number of individuals reported to be infected with SARS-CoV-2.

Journal of the Royal Society, Interface Aug 5, 2020
We introduce a novel methodology for predicting the time evolution of the number of individuals in a given country reported to be infected with SARS-CoV-2. This methodology, which is based on the synergy of explicit mathematical formulae and deep lea...
Models, Biological Coronavirus Infections Betacoronavirus Pneumonia, Viral Pandemics COVID-19 SARS-CoV-2 Deep Learning Europe Humans
View on PubMed DOI

Development and validation of prognosis model of mortality risk in patients with COVID-19.

Epidemiology and infection Aug 4, 2020
This study aimed to identify clinical features for prognosing mortality risk using machine-learning methods in patients with coronavirus disease 2019 (COVID-19). A retrospective study of the inpatients with COVID-19 admitted from 15 January to 15 Mar...
Humans Female Reproducibility of Results Hospitalization Aged Young Adult Adult Machine Learning Pandemics COVID-19 Prognosis Retrospective Studies ROC Curve Male Logistic Models Middle Aged Coronavirus Infections Risk Assessment Pneumonia, Viral China Adolescent
View on PubMed DOI

Utility of Artificial Intelligence Amidst the COVID 19 Pandemic: A Review.

Journal of medical systems Aug 1, 2020
The term machine learning refers to a collection of tools used for identifying patterns in data. As opposed to traditional methods of pattern identification, machine learning tools relies on artificial intelligence to map out patters from large amoun...
Humans Artificial Intelligence SARS-CoV-2 Pneumonia, Viral Coronavirus Infections Machine Learning Betacoronavirus Pandemics COVID-19 Algorithms
View on PubMed DOI

Common cardiovascular risk factors and in-hospital mortality in 3,894 patients with COVID-19: survival analysis and machine learning-based findings from the multicentre Italian CORIST Study.

Nutrition, metabolism, and cardiovascular diseases : NMCD Jul 31, 2020
BACKGROUND AND AIMS: There is poor knowledge on characteristics, comorbidities and laboratory measures associated with risk for adverse outcomes and in-hospital mortality in European Countries. We aimed at identifying baseline characteristics predisp...
Betacoronavirus Pneumonia, Viral Humans Glomerular Filtration Rate Age Factors SARS-CoV-2 C-Reactive Protein Machine Learning Coronavirus Infections Risk Factors Pandemics Aged, 80 and over Male Survival Analysis Aged COVID-19 Young Adult Cardiovascular Diseases Retrospective Studies Middle Aged Adult Female Adolescent Hospital Mortality
View on PubMed DOI

Deep transfer learning artificial intelligence accurately stages COVID-19 lung disease severity on portable chest radiographs.

PloS one Jul 28, 2020
This study employed deep-learning convolutional neural networks to stage lung disease severity of Coronavirus Disease 2019 (COVID-19) infection on portable chest x-ray (CXR) with radiologist score of disease severity as ground truth. This study consi...
Deep Learning Radiologists Coronavirus Infections Pneumonia, Viral Female Humans Male Artificial Intelligence Middle Aged Pandemics Lung COVID-19 Severity of Illness Index Tomography, X-Ray Computed
View on PubMed DOI

Repurpose Open Data to Discover Therapeutics for COVID-19 Using Deep Learning.

Journal of proteome research Jul 24, 2020
There have been more than 2.2 million confirmed cases and over 120 000 deaths from the human coronavirus disease 2019 (COVID-19) pandemic, caused by the novel severe acute respiratory syndrome coronavirus (SARS-CoV-2), in the United States alone. How...
Humans Pandemics COVID-19 SARS-CoV-2 Transcriptome Deep Learning Antiviral Agents Proteome Drug Repositioning Coronavirus Infections Betacoronavirus Pneumonia, Viral
View on PubMed DOI
Popular Topics
Recent Journals