Machine learning for prediction of asthma exacerbations …

Severe asthma exacerbations are also responsible for decreased lung function, hospitalization, and even death, thus leading to disease and economic burdens [6, 7]. Early recognition and timely intervention are the best strategies to prevent severe asthma exacerbations. Therefore, identifying patients at high risk of asthma …

The landscape of DNA methylation in asthma: a data …

The landscape of DNA methylation in asthma: a data mining and validation Hui Yang, Fei-yang Na, Li Guo, Xuan Liang, and Rong-Fang Zhang The Area B of International Medical Department, Gansu Provincial Maternity and Child-care Hospital, Lanzhou, Gansu, People's Republic of China ABSTRACT Human asthma is caused by interactions between a …

High exposure mining occupations are associated with …

National Health Interview Survey (NHIS) data from 2006 to 2015 was used to determine the relationship between mining occupations and diagnosis of chronic …

American Journal of Respiratory and Critical Care Medicine

This article provides an update on recent advances in the understanding of respiratory health issues in coal miners and focuses on the spectrum of disease caused …

(PDF) Asthma and open cast mining

Asthma and open cast mining. BMJ. 1992 Aug 15;305(6850):396–397. [PMC free article] [PubMed] Read more. Article. Full-text available. Asthma and open cast mining. November 1992 · The BMJ.

What Is Asthma?

During an asthma flare-up, the insides of your airways swell even more and can produce extra mucus. This narrows the space for the air to move in and out of the lungs. The muscles that wrap around your airways also can tighten, making breathing even harder. When that happens, it is called an asthma flare-up, asthma episode or asthma …

Unraveling the link between PTBP1 and severe asthma …

The performance of the association rule mining step in the GSE69683 dataset. (a) Bar plot of lift values of asthmatic association rules, generated by Apriori algorithm with minimum support 0.28 ...

Analysis of Acupoint Selection and Combinations in …

Although acupoint selection and combinations are critical to therapeutic effects of acupuncture, its fundamental rules for asthma have not been fully understood. Thus, using data mining, the present study aimed to discover the most effective acupoints and combinations in the acupuncture treatment of asthma.

Coal trains also carry respiratory diseases to communities

The study results also suggested that 28 additional hospital admissions for heart disease, 22 new cases of asthma, 17 additional cases of pneumonia and 58,000 additional days of asthma can be ...

A novel data mining mechanism considering bio-signal and environmental

Chronic asthmatic sufferers need to be constantly observed to prevent sudden attacks. In order to improve the efficiency and effectiveness of patient monitoring, we proposed in this paper a novel data mining mechanism for predicting attacks of chronic diseases by considering of both bio-signals of patients and environmental factors. We …

Brockton community in mourning after 9-year-old dies of asthma …

BROCKTON, MASS. (WHDH) - A community is in mourning after a Brockton 9-year-old died from an asthma attack Tuesday, just a day before his first day of fourth grade. Crystal Cromwell was at home ...

Analysis of correlation between pediatric asthma exacerbation …

DOI: 10.1016/j.artmed.2016.11.003 Corpus ID: 4196530; Analysis of correlation between pediatric asthma exacerbation and exposure to pollutant mixtures with association rule mining

Asthma

Allergy-induced asthma, triggered by airborne substances, such as pollen, mold spores, cockroach waste, or particles of skin and dried saliva shed by pets (pet dander) When to see a doctor Seek emergency treatment. Severe asthma attacks can be life-threatening. Work with your doctor to determine what to do when your signs and …

Understanding the pathogenesis of occupational coal and silica dust-associated lung disease

In all, 16 respiratory health conditions were identified, with cough (ie, dry and with phlegm), dyspnoea/breathlessness and asthma emerging as the top three …

A Data Mining Analysis of Asthma Risk Factors

Asthma is a chronic inflammatory disease of the airways. Although causes of asthma may directly related to environment factors such as dust mites, pollens, cold air, etc.,we would like to find out if demographic, social and behavior factors also play a role. In this paper, we present a study of the behavioral rick factors in relation to people getting asthma. This …

Asthma

Clinical trials. Explore Mayo Clinic studies testing new treatments, interventions and tests as a means to prevent, detect, treat or manage this condition.. Lifestyle and home remedies. Although many people with asthma rely on medications to prevent and relieve symptoms, you can do several things on your own to maintain your …

AAFA Explains: Is Salt Therapy Safe and Effective for Asthma?

In our second post in our "AAFA Explains" series, we look at claims that salt treatment (also known as halotherapy) can improve your asthma. This blog series looks at complementary and alternative medicine (CAM) aimed at asthma and allergies. The Asthma and Allergy Foundation of America wants to guide you as you decide between choices that may be …

Asthma | Asthma | CDC

Basic information about what asthma is, how it is diagnosed, and how to control it. Learn More. Oct. 26, 2023. What to Do When an Emergency Occurs. Advice on caring for self and others with asthma during or after an emergency. Jan. …

Multivariate analysis and data mining help predict asthma …

Asthma is a chronic inflammatory disorder inducing airway hyperreactivity clinically expressed as wheezing, dyspnea, and coughing (1). ... occupational exposure, and lung function (i.e. spirometry). Then, we used statistical and data mining methods to explore the most important predictors for asthma exacerbations. Results . We identified ...

Managing Asthma

Common asthma symptoms can include a cough, tight feeling in your chest, wheezing, activity limitation and feeling tired. Keeping track of your symptoms will help you stay in control. Step 4: Understand Your Medication There are a variety of medicines available to treat asthma. Each person's asthma is different and your doctor and …

Respiratory Diseases Caused by Coal Mine Dust

Exposure to coal mine dust during mining can cause a spectrum of disease termed CMDLD. This spectrum includes classic forms of CWP and silicosis, mixed dust …

Your asthma action plan | Asthma

An asthma action plan helps you manage your asthma well and lowers your risk of symptoms and asthma attacks. Our helpline 0300 222 5800. Main menu; About lung conditions Back About lung conditions. Find your condition Symptoms, tests and treatments How your lungs work ...

In-silico identification and prioritization of therapeutic …

Mining unstructured datasets using Ontosight ® Discover. Two standard approaches were used to extract an asthma-associated target list. In the first approach, a proprietary tool Ontosight ...

Respiratory Diseases Caused by Coal Mine Dust

Coal is an important global commodity and will remain so for the foreseeable future. Thus, mining of coal will also remain important. Despite improvements in exposure assessment and ventilation controls and the existence of protective government regulations, coal miners are still at risk for respiratory diseases caused by coal mine dust and their associated …

Asthma

Asthma is a prevalent chronic inflammatory respiratory condition affecting millions of people worldwide and presents substantial challenges in both diagnosis and management. This respiratory condition is characterized by inflammation of the airways, causing intermittent airflow obstruction and bronchial hyperresponsiveness. The …

Multivariate analysis and data mining help predict asthma …

Download Citation | On Dec 19, 2023, Stefan Mihaicuta and others published Multivariate analysis and data mining help predict asthma exacerbations | Find, read and cite all the research you need ...

Mining | Definition, History, Examples, Types, Effects, & Facts

Mining, process of extracting useful minerals from the surface of the Earth, including the seas. A mineral, with a few exceptions, is an inorganic substance occurring in nature that has a definite chemical composition and distinctive physical properties or molecular structure. (One organic

Estimating medication adherence from Electronic Health …

We used asthma, a chronic condition with high prevalence and high rates of non-adherence, as a case study. ... Estimating medication adherence from Electronic Health Records: comparing methods for mining and processing asthma treatment prescriptions @article{Tibble2023EstimatingMA, title={Estimating medication adherence …

Mine dumps, wheeze, asthma, and rhinoconjunctivitis …

(The Global Asthma Report Asthma 2011). Mine dumps facilities are major generators of windblown dust and are one of the main sources of air pollution with potential adverse health implications for nearby resi-dents (Ojelede et al. 2012). One of the biggest challenges facing mine industry is inade-

About Asthma | Asthma | CDC

During an asthma attack, the sides of the airways in your lungs swell and the airways shrink. Less air gets in and out of your lungs, and mucous that your body makes clogs up the airways. You can control your asthma by knowing the warning signs of an asthma attack, staying away from things that cause an attack, and following your doctor's advice.