AIMC Topic: Smoking

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Fast and accurate reconstruction of human lung gas MRI with deep learning.

Magnetic resonance in medicine Jul 19, 2019
PURPOSE: To fast and accurately reconstruct human lung gas MRI from highly undersampled k-space using deep learning.
Young Adult Adult Pulmonary Disease, Chronic Obstructive Asthma Male Prospective Studies Retrospective Studies Female Reproducibility of Results Aged Inflammation Magnetic Resonance Imaging Solitary Pulmonary Nodule Tuberculosis, Pulmonary Healthy Volunteers Middle Aged Lung Deep Learning Imaging, Three-Dimensional Image Processing, Computer-Assisted Humans Algorithms Fourier Analysis Protons Xenon Isotopes Smoking Respiration Signal-To-Noise Ratio Bronchiectasis
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Cervical Cancer Identification with Synthetic Minority Oversampling Technique and PCA Analysis using Random Forest Classifier.

Journal of medical systems Jul 17, 2019
Cervical cancer is the fourth most communal malignant disease amongst women worldwide. In maximum circumstances, cervical cancer indications are not perceptible at its initial stages. There are a proportion of features that intensify the threat of em...
Smoking Hormonal Contraception Algorithms Support Vector Machine Humans Female Sexually Transmitted Diseases Risk Factors Machine Learning Age Factors Sensitivity and Specificity Principal Component Analysis Uterine Cervical Neoplasms Sexual Behavior
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Machine Learning Models can Detect Aneurysm Rupture and Identify Clinical Features Associated with Rupture.

World neurosurgery Jul 9, 2019
BACKGROUND: Machine learning (ML) has been increasingly used in medicine and neurosurgery. We sought to determine whether ML models can distinguish ruptured from unruptured aneurysms and identify features associated with rupture.
Female Aged Adult Sensitivity and Specificity Male Humans Machine Learning Retrospective Studies Support Vector Machine Hyperlipidemias Smoking Aneurysm, Ruptured Intracranial Aneurysm Middle Aged Comorbidity Case-Control Studies Hypertension Diabetes Mellitus
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An adaptive Kalman filtering algorithm based on back-propagation (BP) neural network applied for simultaneously detection of exhaled CO and NO.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Jun 29, 2019
A compact high-resolution spectroscopic sensor using a thermoelectrically (TE) cooled continuous-wave (CW) room temperature (RT) quantum cascade laser (QCL) was demonstrated for simultaneous measurements of exhaled carbon monoxide (CO) and nitrous ox...
Water Air Pollution, Indoor Spectrum Analysis Smoking Pressure Carbon Monoxide Exhalation Nitrous Oxide Humans Neural Networks, Computer Algorithms
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Detection of smoking status from retinal images; a Convolutional Neural Network study.

Scientific reports May 9, 2019
Cardiovascular diseases are directly linked to smoking habits, which has both physiological and anatomical effects on the systemic and retinal circulations, and these changes can be detected with fundus photographs. Here, we aimed to 1- design a Conv...
Retina Smoking Male Middle Aged ROC Curve Area Under Curve Humans Neural Networks, Computer Diabetic Retinopathy Databases, Factual Female Aged Adult
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Application of Machine Learning to Identify Clustering of Cardiometabolic Risk Factors in U.S. Adults.

Diabetes technology & therapeutics Apr 10, 2019
The aim of this study is to compare some machine learning methods with traditional statistical parametric analyses using logistic regression to investigate the relationship of risk factors for diabetes and cardiovascular (cardiometabolic risk) for U...
Humans Machine Learning Algorithms Female Risk Factors Aged Aged, 80 and over Young Adult Adult Male Smoking Body Mass Index Cardiovascular Diseases Alcohol Drinking Cluster Analysis Middle Aged Life Style Lipids Risk Assessment Waist Circumference Adolescent Metabolic Diseases United States
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Leveraging Electronic Dental Record Data to Classify Patients Based on Their Smoking Intensity.

Methods of information in medicine Mar 15, 2019
BACKGROUND: Smoking is an established risk factor for oral diseases and, therefore, dental clinicians routinely assess and record their patients' detailed smoking status. Researchers have successfully extracted smoking history from electronic health ...
Smoking Humans Reference Standards Machine Learning Electronic Health Records Practice Guidelines as Topic
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Applications of machine learning in addiction studies: A systematic review.

Psychiatry research Mar 4, 2019
This study aims to provide a systematic review of the applications of machine learning methods in addiction research. In this study, multiple searches on MEDLINE, Embase and the Cochrane Database of Systematic Reviews were performed. 23 full-text art...
Substance-Related Disorders Cross-Over Studies Smoking Behavior, Addictive Gambling Humans Machine Learning Algorithms Cross-Sectional Studies
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Blood Biochemistry Analysis to Detect Smoking Status and Quantify Accelerated Aging in Smokers.

Scientific reports Jan 15, 2019
There is an association between smoking and cancer, cardiovascular disease and all-cause mortality. However, currently, there are no affordable and informative tests for assessing the effects of smoking on the rate of biological aging. In this study ...
Middle Aged Sex Factors Humans Deep Learning Blood Chemical Analysis Artificial Intelligence Aging, Premature Blood Cell Count Risk Factors Age Factors Smoking Supervised Machine Learning Smokers
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Performance of machine-learning algorithms to pattern recognition and classification of hearing impairment in Brazilian farmers exposed to pesticide and/or cigarette smoke.

Environmental science and pollution research international Jan 8, 2019
The use of pesticides has been increasing in agriculture, leading to a public health problem. The aim of this study was to evaluate ototoxic effects in farmers who were exposed to cigarette smoke and/or pesticides and to identify possible classificat...
Aged Young Adult Adult Male Brazil Tobacco Smoke Pollution Humans Adolescent Farmers Machine Learning Occupational Exposure Hearing Loss Algorithms Support Vector Machine Nicotiana Female Pesticides Air Pollutants, Occupational Smoking
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