AIMC Topic: Clinical Laboratory Techniques

Clear Filters Showing 21 to 30 of 44 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...
Biomedical Engineering Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Tomography, X-Ray Computed SARS-CoV-2 Deep Learning Coronavirus Infections COVID-19 Testing Thorax Humans Neural Networks, Computer Pandemics COVID-19 Databases, Factual
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 ...
Female SARS-CoV-2 Aged Aged, 80 and over Adult Sensitivity and Specificity Machine Learning Pandemics COVID-19 Algorithms Prospective Studies Prognosis Coronavirus Infections Male Respiratory Insufficiency Humans Middle Aged COVID-19 Testing Respiration, Artificial COVID-19 Drug Treatment Computational Biology Clinical Laboratory Techniques United States Betacoronavirus Triage Pneumonia, Viral
View on PubMed DOI

Artificial intelligence mobile health platform for early detection of COVID-19 in quarantine subjects using a wearable biosensor: protocol for a randomised controlled trial.

BMJ open Jul 22, 2020
INTRODUCTION: There is an outbreak of COVID-19 worldwide. As there is no effective therapy or vaccine yet, rigorous implementation of traditional public health measures such as isolation and quarantine remains the most effective tool to control the o...
Wearable Electronic Devices Smartphone Mobile Applications Randomized Controlled Trials as Topic Quarantine Coronavirus Infections Humans Artificial Intelligence Pandemics COVID-19 SARS-CoV-2 Cloud Computing Respiratory Rate Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Blood Gas Monitoring, Transcutaneous Telemedicine COVID-19 Testing Heart Rate Early Diagnosis Hong Kong Skin Temperature
View on PubMed DOI

Automated detection and quantification of COVID-19 pneumonia: CT imaging analysis by a deep learning-based software.

European journal of nuclear medicine and molecular imaging Jul 14, 2020
BACKGROUND: The novel coronavirus disease 2019 (COVID-19) is an emerging worldwide threat to public health. While chest computed tomography (CT) plays an indispensable role in its diagnosis, the quantification and localization of lesions cannot be ac...
Humans Lung Deep Learning Adolescent Child Reverse Transcriptase Polymerase Chain Reaction Coronavirus Infections COVID-19 Testing Linear Models Multidetector Computed Tomography Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Aged Software Aged, 80 and over Pandemics Young Adult COVID-19 Adult Retrospective Studies Male Female Middle Aged SARS-CoV-2
View on PubMed DOI

Optical techniques, computed tomography and deep learning role in the diagnosis of COVID-19 pandemic towards increasing the survival rate of vulnerable populations.

Photodiagnosis and photodynamic therapy Jun 17, 2020
• Severe lung complications can be explored using computed tomography during COVID-19 pandemic. • Ultra-low dose CT can enhance COVID-19 infected patients diagnostic capability. • Optically monitored CT along with deep learning is the best solution f...
Pneumonia, Viral Male Vulnerable Populations Deep Learning Diagnostic Imaging Coronavirus Infections COVID-19 Testing Survival Analysis Quality Improvement Role Radiographic Image Enhancement Optical Devices Clinical Laboratory Techniques Severe Acute Respiratory Syndrome Humans Pandemics COVID-19 Tomography, X-Ray Computed Female
View on PubMed DOI

Use of Machine Learning and Artificial Intelligence to predict SARS-CoV-2 infection from Full Blood Counts in a population.

International immunopharmacology Jun 16, 2020
Since December 2019 the novel coronavirus SARS-CoV-2 has been identified as the cause of the pandemic COVID-19. Early symptoms overlap with other common conditions such as common cold and Influenza, making early screening and diagnosis are crucial go...
Pneumonia, Viral Coronavirus Infections COVID-19 Testing Datasets as Topic Blood Cell Count Clinical Laboratory Techniques Betacoronavirus Humans Neural Networks, Computer Machine Learning Pandemics COVID-19 Prognosis SARS-CoV-2 Brazil ROC Curve Mass Screening Models, Statistical
View on PubMed DOI

A review of modern technologies for tackling COVID-19 pandemic.

Diabetes & metabolic syndrome May 7, 2020
OBJECTIVE: Science and technology sector constituting of data science, machine learning and artificial intelligence are contributing towards COVID-19. The aim of the present study is to discuss the various aspects of modern technology used to fight a...
COVID-19 SARS-CoV-2 Coronavirus Infections Data Mining Telemedicine COVID-19 Testing Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Humans Machine Learning Pandemics
View on PubMed DOI

Classification of COVID-19 patients from chest CT images using multi-objective differential evolution-based convolutional neural networks.

European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology Apr 27, 2020
Early classification of 2019 novel coronavirus disease (COVID-19) is essential for disease cure and control. Compared with reverse-transcription polymerase chain reaction (RT-PCR), chest computed tomography (CT) imaging may be a significantly more tr...
Betacoronavirus Pneumonia, Viral Humans Neural Networks, Computer Coronavirus Infections Tomography, X-Ray Computed Pandemics COVID-19 Testing SARS-CoV-2 COVID-19 Image Interpretation, Computer-Assisted Sensitivity and Specificity False Negative Reactions Lung False Positive Reactions Deep Learning Clinical Laboratory Techniques Reverse Transcriptase Polymerase Chain Reaction
View on PubMed DOI

Using Artificial Intelligence to Detect COVID-19 and Community-acquired Pneumonia Based on Pulmonary CT: Evaluation of the Diagnostic Accuracy.

Radiology Mar 19, 2020
Background Coronavirus disease 2019 (COVID-19) has widely spread all over the world since the beginning of 2020. It is desirable to develop automatic and accurate detection of COVID-19 using chest CT. Purpose To develop a fully automatic framework to...
Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Imaging, Three-Dimensional Diagnosis, Differential Radiographic Image Interpretation, Computer-Assisted Coronavirus Infections COVID-19 Testing Community-Acquired Infections Aged Pandemics Adult COVID-19 Sensitivity and Specificity Retrospective Studies Male Tomography, X-Ray Computed Middle Aged Humans Female Deep Learning Artificial Intelligence SARS-CoV-2 ROC Curve
View on PubMed DOI

Prevalence and Predictability of Low-Yield Inpatient Laboratory Diagnostic Tests.

JAMA network open Sep 4, 2019
IMPORTANCE: Laboratory testing is an important target for high-value care initiatives, constituting the highest volume of medical procedures. Prior studies have found that up to half of all inpatient laboratory tests may be medically unnecessary, but...
Area Under Curve Glycated Hemoglobin Hemoglobins Troponin I L-Lactate Dehydrogenase Blood Urea Nitrogen Leukocyte Count Clinical Laboratory Techniques Humans Adult Machine Learning Sensitivity and Specificity Retrospective Studies Male Female Middle Aged Hospitalization ROC Curve Aged Predictive Value of Tests
View on PubMed DOI
Popular Topics
Recent Journals