AIMC Topic: Communicable Diseases

Clear Filters Showing 1 to 10 of 96 articles

A fourfold pathogen reference ontology suite.

Journal of biomedical semantics Jul 9, 2025
BACKGROUND: Infectious diseases remain a critical global health challenge, and the integration of standardized ontologies plays a vital role in managing related data. The Infectious Disease Ontology (IDO) and its extensions, such as the Coronavirus I...
Biological Ontologies Communicable Diseases Humans SARS-CoV-2 COVID-19
View on PubMed DOI

Machine learning-enhanced SERS diagnostics: Accelerating the AI-powered transition from laboratory discoveries to clinical practice.

Computers in biology and medicine Jun 2, 2025
Surface-enhanced Raman spectroscopy (SERS) has emerged as a transformative analytical tool in disease diagnostics, offering unparalleled sensitivity and molecular fingerprinting capabilities. However, its clinical translation is hindered by the inher...
Humans Neoplasms Spectrum Analysis, Raman Neurodegenerative Diseases Machine Learning Communicable Diseases
View on PubMed DOI

Celluloepidemiology-A paradigm for quantifying infectious disease dynamics on a population level.

Science advances May 16, 2025
To complement serology as a tool in public health interventions, we introduced the "celluloepidemiology" paradigm where we leveraged pathogen-specific T cell responses at a population level to advance our epidemiological understanding of infectious d...
Receptors, Antigen, T-Cell Flow Cytometry SARS-CoV-2 T-Lymphocytes COVID-19 Communicable Diseases Humans Machine Learning
View on PubMed DOI

The application of machine learning in clinical microbiology and infectious diseases.

Frontiers in cellular and infection microbiology May 1, 2025
With the development of artificial intelligence(AI) in computer science and statistics, it has been further applied to the medical field. These applications include the management of infectious diseases, in which machine learning has created inroads ...
Algorithms Communicable Diseases Microbiology Artificial Intelligence Humans Machine Learning
View on PubMed DOI

Analyzing the impact of COVID-19 on seasonal infectious disease outbreak detection using hybrid SARIMAX-LSTM model.

Journal of infection and public health Apr 10, 2025
BACKGROUND: This study estimates the incidence of seasonal infectious diseases, including influenza, norovirus, severe fever with thrombocytopenia syndrome (SFTS), and tsutsugamushi disease, in the Republic of Korea from 2005 to 2023. It also examine...
COVID-19 Communicable Diseases Republic of Korea Humans Seasons Incidence Scrub Typhus Influenza, Human SARS-CoV-2 Caliciviridae Infections Disease Outbreaks
View on PubMed DOI

Machine learning approaches for real-time ZIP code and county-level estimation of state-wide infectious disease hospitalizations using local health system data.

Epidemics Apr 3, 2025
The lack of conventional methods of estimating real-time infectious disease burden in granular regions inhibits timely and efficient public health response. Comprehensive data sources (e.g., state health department data) typically needed for such est...
SARS-CoV-2 Hospitalization COVID-19 Communicable Diseases South Carolina Humans Machine Learning
View on PubMed DOI

Protocol for human evaluation of generative artificial intelligence chatbots in clinical consultations.

PloS one Mar 19, 2025
BACKGROUND: Generative artificial intelligence (GenAI) has the potential to revolutionise healthcare delivery. The nuances of real-life clinical practice and complex clinical environments demand a rigorous, evidence-based approach to ensure safe and ...
Communicable Diseases Generative Artificial Intelligence Delivery of Health Care Referral and Consultation Humans Artificial Intelligence
View on PubMed DOI

An extensive review on infectious disease diagnosis using machine learning techniques and next generation sequencing: State-of-the-art and perspectives.

Computers in biology and medicine Mar 6, 2025
UNLABELLED: Infectious diseases, including tuberculosis (TB), HIV/AIDS, and emerging pathogens like COVID-19 pose severe global health challenges due to their rapid spread and significant morbidity and mortality rates. Next-generation sequencing (NGS...
COVID-19 Algorithms Communicable Diseases SARS-CoV-2 Humans Machine Learning High-Throughput Nucleotide Sequencing
View on PubMed DOI

Artificial intelligence for modelling infectious disease epidemics.

Nature Feb 19, 2025
Infectious disease threats to individual and public health are numerous, varied and frequently unexpected. Artificial intelligence (AI) and related technologies, which are already supporting human decision making in economics, medicine and social sci...
Epidemics Epidemiological Models Machine Learning Communicable Diseases Humans Data Science Artificial Intelligence
View on PubMed DOI

Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges.

Nature communications Jan 10, 2025
Integrating prior epidemiological knowledge embedded within mechanistic models with the data-mining capabilities of artificial intelligence (AI) offers transformative potential for epidemiological modeling. While the fusion of AI and traditional mech...
Public Health Humans Forecasting Data Mining Artificial Intelligence Communicable Diseases
View on PubMed DOI
Popular Topics
Recent Journals