Infectious Disease

Vaccines

Latest AI and machine learning research in vaccines for healthcare professionals.

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Predicting Ascospore Release of Monilinia vaccinii-corymbosi of Blueberry with Machine Learning.

Mummy berry, caused by Monilinia vaccinii-corymbosi, causes economic losses of highbush blueberry in...

Post-boosting of classification boundary for imbalanced data using geometric mean.

In this paper, a novel imbalance learning method for binary classes is proposed, named as Post-Boost...

A comparison of machine learning and Bayesian modelling for molecular serotyping.

BACKGROUND: Streptococcus pneumoniae is a human pathogen that is a major cause of infant mortality. ...

Identification of immune correlates of protection in Shigella infection by application of machine learning.

BACKGROUND: Immunologic correlates of protection are important in vaccine development because they g...

TEPAPA: a novel in silico feature learning pipeline for mining prognostic and associative factors from text-based electronic medical records.

Vast amounts of clinically relevant text-based variables lie undiscovered and unexploited in electro...

Leveraging machine learning-based approaches to assess human papillomavirus vaccination sentiment trends with Twitter data.

BACKGROUND: As one of the serious public health issues, vaccination refusal has been attracting more...

Lightweight predicate extraction for patient-level cancer information and ontology development.

BACKGROUND: Knowledge engineering for ontological knowledgebases is resource and time intensive. To ...

Ontology-based literature mining of E. coli vaccine-associated gene interaction networks.

BACKGROUND: Pathogenic Escherichia coli infections cause various diseases in humans and many animal ...

Optimization on machine learning based approaches for sentiment analysis on HPV vaccines related tweets.

BACKGROUND: Analysing public opinions on HPV vaccines on social media using machine learning based a...

Enhancing the Biological Relevance of Machine Learning Classifiers for Reverse Vaccinology.

Reverse vaccinology (RV) is a bioinformatics approach that can predict antigens with protective pote...

An expert system for selecting wart treatment method.

As benign tumors, warts are made through the mediation of Human Papillomavirus (HPV) and may grow on...

Development of an IgY Antibody-Based Immunoassay for the Screening of the CYP2E1 Inhibitor/Enhancer from Herbal Medicines.

Cytochrome P450 (CYP) 2E1 is an important enzyme involved in the metabolism of many endogenous and e...

An inactivated influenza D virus vaccine partially protects cattle from respiratory disease caused by homologous challenge.

Originally isolated from swine, the proposed influenza D virus has since been shown to be common in ...

Development of chronic hepatitis B infection in a hepatitis B vaccine responder.

The Hepatitis B vaccine is highly effective for the prevention of hepatitis B (HBV) infection. We re...

Nuclear Magnetic Resonance (NMR) Study for the Detection and Quantitation of Cholesterol in HSV529 Therapeutic Vaccine Candidate.

This study describes the NMR-based method to determine the limit of quantitation (LOQ) and limit of ...

Emergence of event cascades in inhomogeneous networks.

There is a commonality among contagious diseases, tweets, and neuronal firings that past events faci...

An improved method for predicting interactions between virus and human proteins.

The interaction of virus proteins with host proteins plays a key role in viral infection and consequ...

Expression of rabies virus glycoprotein in the methylotrophic yeast Pichia pastoris.

Rabies is a fatal disease that can be prevented by vaccination. Different approaches were investigat...

Vaccine and Drug Ontology Studies (VDOS 2014).

The "Vaccine and Drug Ontology Studies" (VDOS) international workshop series focuses on vaccine- and...

Selenium supplementation has beneficial and detrimental effects on immunity to influenza vaccine in older adults.

BACKGROUND & AIMS: Mortality resulting from influenza (flu) virus infections occurs primarily in the...

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