AIMC Topic: COVID-19

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Tracing the evolutionary pathway of SARS-CoV-2 through RNA sequencing analysis.

Scientific reports Jul 4, 2025
The COVID-19 pandemic, driven by the Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2), has underscored the need to understand the virus's evolution due to its global health impact. This study employed RNA sequencing (RNA-Seq) to analyze g...
Gene Expression Profiling Transcriptome Sequence Analysis, RNA Evolution, Molecular RNA, Viral Humans COVID-19 SARS-CoV-2
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A Large Language Model-Powered Map of Metabolomics Research.

Analytical chemistry Jul 3, 2025
We present a comprehensive map of the metabolomics research landscape, synthesizing insights from over 80,000 publications. Using PubMedBERT, we transformed abstracts into 768-dimensional embeddings that capture the nuanced thematic structure of the ...
Large Language Models Biomarkers SARS-CoV-2 Metabolomics Humans COVID-19
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Exploring Inflammatory Bowel Disease Discourse on Reddit Throughout the COVID-19 Pandemic Using OpenAI's GPT-3.5 Turbo Model: Classification Model Validation and Case Study.

Journal of medical Internet research Jul 3, 2025
BACKGROUND: Inflammatory bowel disease (IBD) is a chronic autoimmune disorder with an increasing prevalence in the general population. Internet-based communities have become vital for communication among patients with IBD, especially throughout the C...
Humans Pandemics SARS-CoV-2 Adult Male Internet COVID-19 Inflammatory Bowel Diseases Female
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Integrating CT radiomics and clinical features using machine learning to predict post-COVID pulmonary fibrosis.

Respiratory research Jul 2, 2025
BACKGROUND: The lack of reliable biomarkers for the early detection and risk stratification of post-COVID-19 pulmonary fibrosis (PCPF) underscores the urgency advanced predictive tools. This study aimed to develop a machine learning-based predictive ...
Cohort Studies Predictive Value of Tests Pulmonary Fibrosis Male Middle Aged Lung Female Aged Radiomics Humans Retrospective Studies Tomography, X-Ray Computed Machine Learning COVID-19
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Integrating bioinformatics and machine learning to investigate the mechanisms by which three major respiratory infectious diseases exacerbate heart failure.

Scientific reports Jul 2, 2025
Heart failure (HF) is a severe cardiovascular disease often worsened by respiratory infections like influenza, COVID-19, and community-acquired pneumonia (CAP). This study aims to uncover the molecular commonalities among these respiratory diseases a...
Computational Biology Influenza, Human Heart Failure SARS-CoV-2 ROC Curve Gene Regulatory Networks Community-Acquired Infections Humans Machine Learning COVID-19
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Case study on force compliant robot arm controller for nasopharyngeal swab insertion.

Scientific reports Jul 2, 2025
The nasopharyngeal (NP) swab sample test, commonly used to detect COVID-19 and other respiratory illnesses, involves moving a swab through the nasal cavity to collect samples from the nasopharynx. While typically this is done by human healthcare work...
SARS-CoV-2 Robotics Equipment Design COVID-19 Testing Humans COVID-19 Specimen Handling Nasal Cavity Nasopharynx
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Profiling short-term longitudinal severity progression and associated genes in COVID-19 patients using EHR and single-cell analysis.

Scientific reports Jul 1, 2025
Here we propose CovSF, a deep learning model designed to track and forecast short-term severity progression of COVID-19 patients using longitudinal clinical records. The motivation stems from the need for timely medical resource allocation, improved ...
Male Single-Cell Analysis Female Middle Aged Severity of Illness Index Humans Longitudinal Studies SARS-CoV-2 Disease Progression Transcriptome COVID-19 Aged Deep Learning Electronic Health Records
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Mitochondrial haplogroup A2 is associated with increased COVID-19 mortality in an admixed Brazilian population.

Scientific reports Jul 1, 2025
Mitochondria play a crucial role in cellular respiration and immune responses. Mitochondrial DNA (mtDNA) haplogroups and variants have been associated with various diseases, including COVID-19. This study analyzed complete mtDNA sequences from 467 Br...
COVID-19 Female SARS-CoV-2 DNA, Mitochondrial Humans Male Mitochondria Middle Aged Haplotypes Brazil Genetic Predisposition to Disease Risk Factors Aged Adult
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Deep learning based knowledge tracing in intelligent tutoring systems.

Scientific reports Jul 1, 2025
The emergence of online education, e.g., intelligent tutoring system (ITS), complements or partially replaces conventional offline education, especially during the COVID-19 pandemic. Knowledge tracing (KT) plays a pivotal role in the intelligent tuto...
SARS-CoV-2 Deep Learning Knowledge Humans Education, Distance Neural Networks, Computer COVID-19
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Leveraging federated learning and edge computing for pandemic-resilient healthcare.

Scientific reports Jul 1, 2025
The universal demand for the development and deployment of responsive medical infrastructure and damage control techniques, including the application of technology, is the foremost necessity that emerged immediately in the post-pandemic era. Numerous...
Humans Artificial Intelligence Contact Tracing Federated Learning SARS-CoV-2 Pandemics Deep Learning COVID-19 Internet of Things Delivery of Health Care
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