Infectious Disease

Latest AI and machine learning research in infectious disease for healthcare professionals.

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Showing 3361-3381 of 10,651 articles
A web-based artificial intelligence system for label-free virus classification and detection of cytopathic effects.

Identifying viral replication within cells demands labor-intensive isolation methods, requiring spec...

(1)
Feb 2025 39966536
[Validation of a decision tree for selective dry cow therapy of dairy for a digital expert system].

In this study, a decision tree derived from scientific literature on selective dry cow therapy (ST),...

Feb 2025 39965578
Identification of biomarkers in Alzheimer's disease and COVID-19 by bioinformatics combining single-cell data analysis and machine learning algorithms.

BACKGROUND: Since its emergence in 2019, COVID-19 has become a global epidemic. Several studies have...

Feb 2025 39965013
Identification of potent phytochemicals against Magnaporthe oryzae through machine learning aided-virtual screening and molecular dynamics simulation approach.

Magnaporthe oryzae stands as a notorious fungal pathogen responsible for causing devastating blast d...

(2)
Feb 2025 39965394
Using Machine Learning and Optical Microscopy Image Analysis of Immunosensors Made on Plasmonic Substrates: Application to Detect the SARS-CoV-2 Virus.

In this article, we introduce a diagnostic platform comprising an optical microscopy image analysis ...

Feb 2025 39960416
Prediction of tuberculosis treatment outcomes using biochemical makers with machine learning.

BACKGROUND: Tuberculosis (TB) continues to pose a significant threat to global public health. Enhanc...

(1)
Feb 2025 39962412
Cloning, Characterization, and Computer-Aided Evolution of a Thermostable Laccase of the DUF152 Family From Klebsiella michiganensis.

Bacterial laccases exhibit relatively high optimal reaction temperatures and possess a broad substra...

(1)
Feb 2025 39950717
Artificial Intuition and accelerating the process of antimicrobial drug discovery.

New drug development is a very challenging, expensive, and usually time-consuming process. This issu...

(1)
Feb 2025 39954396
Probing the eukaryotic microbes of ruminants with a deep-learning classifier and comprehensive protein databases.

Metagenomics, particularly genome-resolved metagenomics, have significantly deepened our understandi...

Feb 2025 39730187
A diagnostic model for sepsis using an integrated machine learning framework approach and its therapeutic drug discovery.

BACKGROUND: Sepsis remains a life-threatening condition in intensive care units (ICU) with high morb...

(1)
Feb 2025 39953444
Using a multi-strain infectious disease model with physical information neural networks to study the time dependence of SARS-CoV-2 variants of concern.

With the ongoing evolution of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and its i...

(2)
Feb 2025 39951485
Understanding Compound Efflux from Gram-Negative Bacteria, a Final Frontier for Antibiotic Discovery.

Multidrug-resistant bacterial infections are a rising threat to human health and currently account f...

(2)
Feb 2025 39945624
[Digital innovations in vaccination communication].

Despite the significant success of vaccinations, increasing vaccine hesitancy poses a threat to publ...

Feb 2025 39945782
Early detection of disease outbreaks and non-outbreaks using incidence data: A framework using feature-based time series classification and machine learning.

Forecasting the occurrence and absence of novel disease outbreaks is essential for disease managemen...

(1)
Feb 2025 39946412
Reliability-enhanced data cleaning in biomedical machine learning using inductive conformal prediction.

Accurately labeling large datasets is important for biomedical machine learning yet challenging whil...

(1)
Feb 2025 39946419
EAMAPG: Explainable Adversarial Model Analysis via Projected Gradient Descent.

Despite the outstanding performance of deep learning (DL) models, their interpretability remains a c...

(2)
Feb 2025 39946791
Artificial intelligence-driven approaches in antibiotic stewardship programs and optimizing prescription practices: A systematic review.

Antimicrobial stewardship programs (ASPs) are essential in optimizing the use of antibiotics to addr...

Feb 2025 39955846
Current state and future prospects of Horizontal Gene Transfer detection.

Artificial intelligence (AI) has been shown to be beneficial in a wide range of bioinformatics appli...

Feb 2025 39935761
Classifying and fact-checking health-related information about COVID-19 on Twitter/X using machine learning and deep learning models.

BACKGROUND: Despite recent progress in misinformation detection methods, further investigation is re...

(1)
Feb 2025 39934858
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