Infectious Disease

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

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Machine learning for improved medical device management: A focus on defibrillator performance.

BackgroundPoorly regulated and insufficiently maintained medical devices (MDs) carry high risk on sa...

(1)
Nov 2024 39973846
Statistical inference and neural network training based on stochastic difference model for air pollution and associated disease transmission.

A polluted air environment can potentially provoke infections of diverse respiratory diseases. The d...

(4)
Nov 2024 39522944
A multi-layer neural network approach for the stability analysis of the Hepatitis B model.

In the present study, we explore the dynamics of Hepatitis B virus infection, a significant global h...

Nov 2024 39522485
Graph-based machine learning model for weight prediction in protein-protein networks.

Proteins interact with each other in complex ways to perform significant biological functions. These...

(2)
Nov 2024 39511478
Personalized cancer vaccine design using AI-powered technologies.

Immunotherapy has ushered in a new era of cancer treatment, yet cancer remains a leading cause of gl...

Nov 2024 39582860
Development and Validation of Deep Learning-Based Infectivity Prediction in Pulmonary Tuberculosis Through Chest Radiography: Retrospective Study.

BACKGROUND: Pulmonary tuberculosis (PTB) poses a global health challenge owing to the time-intensive...

(1)
Nov 2024 39509691
Prediction of viral oncoproteins through the combination of generative adversarial networks and machine learning techniques.

Viral oncoproteins play crucial roles in transforming normal cells into cancer cells, representing a...

Nov 2024 39511292
The Role of Artificial Intelligence in Accelerating Vaccine Development: Challenges and Opportunities in Pandemic Preparedness.

Artificial intelligence (AI) has been studied and applied to medicines and vaccine development. Howe...

(1)
Nov 2024 39505723
Pred-AHCP: Robust Feature Selection-Enabled Sequence-Specific Prediction of Anti-Hepatitis C Peptides via Machine Learning.

Every year, an estimated 1.5 million people worldwide contract Hepatitis C, a significant contributo...

Nov 2024 39505690
Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures.

Inductive bias in machine learning (ML) is the set of assumptions describing how a model makes predi...

(1)
Nov 2024 38739515
A lightweight deep-learning model for parasite egg detection in microscopy images.

BACKGROUND: Intestinal parasitic infections are still a serious public health problem in developing ...

(1)
Nov 2024 39501374
Predicting synthetic mRNA stability using massively parallel kinetic measurements, biophysical modeling, and machine learning.

mRNA degradation is a central process that affects all gene expression levels, though it remains cha...

Nov 2024 39505899
Predictive modeling of COVID-19 mortality risk in chronic kidney disease patients using multiple machine learning algorithms.

The coronavirus disease 2019 (COVID-19) has a significant impact on the global population, particula...

(1)
Nov 2024 39506019
Rapid bacterial identification through volatile organic compound analysis and deep learning.

BACKGROUND: The increasing antimicrobial resistance caused by the improper use of antibiotics poses ...

(1)
Nov 2024 39506632
KnowVID-19: A Knowledge-Based System to Extract Targeted COVID-19 Information from Online Medical Repositories.

We present KnowVID-19, a knowledge-based system that assists medical researchers and scientists in e...

(1)
Nov 2024 39595587
Generative AI in the Advancement of Viral Therapeutics for Predicting and Targeting Immune-Evasive SARS-CoV-2 Mutations.

The emergence of immune-evasive mutations in the SARS-CoV-2 spike protein is consistently challengin...

Nov 2024 39042543
Computer vision applications for the detection or analysis of tuberculosis using digitised human lung tissue images - a systematic review.

OBJECTIVE: To conduct a systematic review of the computer vision applications that detect, diagnose,...

Nov 2024 39497049
Screening for Potential Antiviral Compounds from Cyanobacterial Secondary Metabolites Using Machine Learning.

The secondary metabolites of seawater and freshwater blue-green algae are a rich natural product poo...

(1)
Nov 2024 39590781
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