Latest AI and machine learning research in pneumonia for healthcare professionals.
Clustering individuals to subpopulations based on genetic data has become commonplace in many genetic studies. Inference about population structure is most often done by applying model-based approaches, aided by visualization using distance-based approaches such as multidimensional scaling. While existing distance-based approaches suffer from a lack of statistical rigor, model-based approaches ent...
Machine learning algorithms are widely used to annotate biological sequences. Low-dimensional informative feature vectors can be crucial for the performance of the algorithms. In prior work, we have proposed the use of a community detection approach to construct low dimensional feature sets for nucleotide sequence classification. Our approach used the Hamming distance between short nucleotide subs...
Mycoplasma bovis is a pathogen globally affecting cattle and bison herds, causing pneumonia, arthritis, mastitis, abortions, and other symptoms, leadi...
Bovine papillomavirus (BPV) is considered a useful model to study HPV oncogenic process. BPV interacts with the host chromatin, resulting in DNA damag...
The community-based participatory research (CBPR) approach has been shown to be innovative and effective in conducting research with communities exper...
A wellness system provides wellbeing recommendations to support experts in promoting a healthier lifestyle and inducing individuals to adopt healthy h...
OBJECTIVE: To follow and analyze the clinical course and quality of life of Pandemrix H1N1-vaccine-related narcolepsy (pNT1).
BACKGROUND: Hepatitis B infection is a global public health problem affecting various sectors in the society. Vaccination is the first line measure to...
Proteins embody epitopes that serve as their antigenic determinants. Epitopes occupy a central place in integrative biology, not to mention as targets...
BACKGROUND: Individual case review of spontaneous adverse event (AE) reports remains a cornerstone of medical product safety surveillance for industry...
Past research has assessed the association of single community characteristics with obesity, ignoring the spatial co-occurrence of multiple community-...
Increased susceptibility of birds to avian pathogens in intensive husbandry system has emphasized on necessity of improvement of innate and specific i...
The growth and spread of drug resistance in bacteria have been well established in both mankind and beasts and thus is a serious public health concern...
BACKGROUND: Death certificates provide an invaluable source for mortality statistics which can be used for surveillance and early warnings of increase...
BACKGROUND: Familial hypercholesterolaemia (FH) is the most common monogenic cause of premature atherosclerotic cardiovascular disease (CVD). However,...
BACKGROUND: Idiopathic pulmonary fibrosis is a progressive fibrotic lung disease that distorts pulmonary architecture, leading to hypoxia, respiratory...
The diverse phenotypes of living organisms have been described for centuries, and though they may be digitized, they are not readily available in a co...
For years, we have relied on population surveys to keep track of regional public health statistics, including the prevalence of non-communicable disea...
One effective way to improve the state of the art is through competitions. Following the success of the Critical Assessment of protein Structure Predi...
Community detection is a fundamental problem in the analysis of complex networks. Recently, many researchers have concentrated on the detection of ove...