AIMC Topic: Prevalence

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Suitability of machine learning models for prediction of clinically defined Stage III/IV periodontitis from questionnaires and demographic data in Danish cohorts.

Journal of clinical periodontology Sep 10, 2023
AIM: To evaluate if, and to what extent, machine learning models can capture clinically defined Stage III/IV periodontitis from self-report questionnaires and demographic data.
Aged Adult Male Middle Aged Humans Machine Learning Female Denmark Periodontitis Self Report Demography Prevalence Surveys and Questionnaires Cohort Studies
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A statistical comparison between Matthews correlation coefficient (MCC), prevalence threshold, and Fowlkes-Mallows index.

Journal of biomedical informatics Jun 21, 2023
Even if assessing binary classifications is a common task in scientific research, no consensus on a single statistic summarizing the confusion matrix has been reached so far. In recent studies, we demonstrated the advantages of the Matthews correlati...
Algorithms Drug Discovery Fuzzy Logic Prevalence Entropy
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Identifying the Influencing Factors of Depressive Symptoms among Nurses in China by Machine Learning: A Multicentre Cross-Sectional Study.

Journal of nursing management May 15, 2023
BACKGROUND: Nurses' high workload can result in depressive symptoms. However, the research has underexplored the internal and external variables, such as organisational support, career identity, and burnout, which may predict depressive symptoms amon...
Prevalence China Depression Psychometrics Surveys and Questionnaires Cross-Sectional Studies Humans Nurses Machine Learning Male Female Middle Aged Adult
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Interstitial Lung Abnormalities at CT in the Korean National Lung Cancer Screening Program: Prevalence and Deep Learning-based Texture Analysis.

Radiology Apr 25, 2023
Background Interstitial lung abnormalities (ILAs) are associated with worse clinical outcomes, but ILA with lung cancer screening CT has not been quantitatively assessed. Purpose To determine the prevalence of ILA at CT examinations from the Korean N...
Deep Learning Lung Neoplasms Early Detection of Cancer Disease Progression Humans Lung Prevalence Retrospective Studies Tomography, X-Ray Computed Republic of Korea
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Quantitative Texture Analysis of Interstitial Lung Abnormalities Opens a New Chapter for Chest CT Interpretation.

Radiology Apr 25, 2023
Early Detection of Cancer Lung Diseases Prevalence Deep Learning Lung Neoplasms Republic of Korea Lung Humans Tomography, X-Ray Computed
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Prevalence of depressive symptoms and associated factors during the COVID-19 pandemic: A national-based study.

Journal of affective disorders Apr 17, 2023
BACKGROUND: Previous studies have reported that the prevalence of depression and depressive symptoms was significantly higher than that before the COVID-19 pandemic. This study aimed to explore the prevalence of depressive symptoms and evaluate the i...
Humans Neural Networks, Computer Risk Factors Young Adult Adult Male Pandemics COVID-19 Female Depression Loneliness Stress, Psychological Middle Aged Internet Use Logistic Models Prevalence China Sleep Quality
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Multicentre external validation of a commercial artificial intelligence software to analyse chest radiographs in health screening environments with low disease prevalence.

European radiology Jan 10, 2023
OBJECTIVES: To externally validate the performance of a commercial AI software program for interpreting CXRs in a large, consecutive, real-world cohort from primary healthcare centres.
Humans Middle Aged Reproducibility of Results Lung Aged Radiography, Thoracic Prevalence Artificial Intelligence Adult Cohort Studies Software Male Lung Diseases Female
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Uretero-enteric Strictures After Robot Assisted Radical Cystectomy: Prevalence and Management Over Two Decades.

Clinical genitourinary cancer Oct 12, 2022
INTRODUCTION: To evaluate the prevalence, predictors, management, and trends for ureteroenteric strictures (UES) after robot-assisted radical cystectomy (RARC).
Retrospective Studies Postoperative Complications Prevalence Treatment Outcome Constriction, Pathologic Humans Urinary Bladder Neoplasms Urinary Diversion Cystectomy Robotics Robotic Surgical Procedures
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The Association of Waist Circumference with the Prevalence and Survival of Digestive Tract Cancer in US Adults: A Population Study Based on Machine Learning Methods.

Computational and mathematical methods in medicine Oct 6, 2022
AIMS: This paper aims to investigate the relationship of waist circumference (WC) with digestive tract cancer morbidity and mortality.
Body Mass Index Adult Humans Waist Circumference Neoplasms Machine Learning Gastrointestinal Tract Prevalence Risk Factors
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Prevalence and Early Prediction of Diabetes Using Machine Learning in North Kashmir: A Case Study of District Bandipora.

Computational intelligence and neuroscience Oct 4, 2022
Diabetes is one of the biggest health problems that affect millions of people across the world. Uncontrolled diabetes can increase the risk of heart attack, cancer, kidney damage, blindness, and other illnesses. Researchers are motivated to create a ...
Diabetes Mellitus Support Vector Machine Machine Learning Humans Prevalence Neural Networks, Computer
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