AIMC Topic: Pandemics

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Country transition index based on hierarchical clustering to predict next COVID-19 waves.

Scientific reports Jul 27, 2021
COVID-19 has widely spread around the world, impacting the health systems of several countries in addition to the collateral damage that societies will face in the next years. Although the comparison between countries is essential for controlling thi...
Pandemics COVID-19 Forecasting Databases, Factual Cluster Analysis Humans Artificial Intelligence
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Artificial intelligence-driven assessment of radiological images for COVID-19.

Computers in biology and medicine Jul 21, 2021
Artificial Intelligence (AI) methods have significant potential for diagnosis and prognosis of COVID-19 infections. Rapid identification of COVID-19 and its severity in individual patients is expected to enable better control of the disease individua...
Humans Tomography, X-Ray Computed Artificial Intelligence SARS-CoV-2 Pandemics COVID-19
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CT Image Analysis and Clinical Diagnosis of New Coronary Pneumonia Based on Improved Convolutional Neural Network.

Computational and mathematical methods in medicine Jul 20, 2021
In this paper, based on the improved convolutional neural network, in-depth analysis of the CT image of the new coronary pneumonia, using the U-Net series of deep neural networks to semantically segment the CT image of the new coronary pneumonia, to ...
COVID-19 Humans SARS-CoV-2 Imaging, Three-Dimensional Algorithms Diagnosis, Computer-Assisted Neural Networks, Computer Databases, Factual Computational Biology Deep Learning Pandemics Tomography, X-Ray Computed Radiographic Image Interpretation, Computer-Assisted
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Support Vector Machine as a Supervised Learning for the Prioritization of Novel Potential SARS-CoV-2 Main Protease Inhibitors.

International journal of molecular sciences Jul 19, 2021
In the last year, the COVID-19 pandemic has highly affected the lifestyle of the world population, encouraging the scientific community towards a great effort on studying the infection molecular mechanisms. Several vaccine formulations are nowadays a...
Antiviral Agents Humans Support Vector Machine Pandemics Molecular Dynamics Simulation Drug Evaluation, Preclinical COVID-19 SARS-CoV-2 Small Molecule Libraries Molecular Docking Simulation Databases, Pharmaceutical Coronavirus Protease Inhibitors Supervised Machine Learning Viral Proteases COVID-19 Drug Treatment Viral Nonstructural Proteins
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Analysis of DNA Sequence Classification Using CNN and Hybrid Models.

Computational and mathematical methods in medicine Jul 15, 2021
In a general computational context for biomedical data analysis, DNA sequence classification is a crucial challenge. Several machine learning techniques have used to complete this task in recent years successfully. Identification and classification o...
SARS-CoV-2 Deep Learning Computational Biology DNA, Viral Humans Neural Networks, Computer Databases, Nucleic Acid Pandemics Sequence Analysis, DNA COVID-19 High-Throughput Nucleotide Sequencing Base Sequence
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Exploring Feasibility of Multivariate Deep Learning Models in Predicting COVID-19 Epidemic.

Frontiers in public health Jul 5, 2021
Mathematical models are powerful tools to study COVID-19. However, one fundamental challenge in current modeling approaches is the lack of accurate and comprehensive data. Complex epidemiological systems such as COVID-19 are especially challenging t...
Feasibility Studies SARS-CoV-2 Deep Learning China Humans Pandemics COVID-19
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A machine learning based exploration of COVID-19 mortality risk.

PloS one Jul 2, 2021
Early prediction of patient mortality risks during a pandemic can decrease mortality by assuring efficient resource allocation and treatment planning. This study aimed to develop and compare prognosis prediction machine learning models based on invas...
Forecasting Electronic Health Records Female SARS-CoV-2 Aged Aged, 80 and over Young Adult Humans Pandemics COVID-19 Triage Risk Comorbidity Symptom Assessment Severity of Illness Index Models, Theoretical Adult Support Vector Machine Male Middle Aged
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Digital Death and Thanatechnology: New Ways of Thinking About Data (Im)Mortality and Digital Transformation.

Omics : a journal of integrative biology Jun 25, 2021
Digital technologies such as the Internet of Things and artificial intelligence are changing how we live and do research, for example, the ways in which patient-reported outcomes and phenomics big data are curated and analyzed. Digital transformation...
Internet Digital Technology Humans Artificial Intelligence Pandemics Big Data
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Face mask detection using deep learning: An approach to reduce risk of Coronavirus spread.

Journal of biomedical informatics Jun 24, 2021
Effective strategies to restrain COVID-19 pandemic need high attention to mitigate negatively impacted communal health and global economy, with the brim-full horizon yet to unfold. In the absence of effective antiviral and limited medical resources, ...
RNA, Viral Masks Pandemics COVID-19 SARS-CoV-2 Deep Learning Humans
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Prognostic accuracy of MALDI-TOF mass spectrometric analysis of plasma in COVID-19.

Life science alliance Jun 24, 2021
SARS-CoV-2 infection poses a global health crisis. In parallel with the ongoing world effort to identify therapeutic solutions, there is a critical need for improvement in the prognosis of COVID-19. Here, we report plasma proteome fingerprinting that...
SARS-CoV-2 Aged Adult Sensitivity and Specificity Prognosis Female Reproducibility of Results Proteome Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization Serum Amyloid A Protein Male Middle Aged Proteomics Humans Machine Learning Pandemics COVID-19 Biomarkers
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