AIMC Topic: Factor Analysis, Statistical
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Comparison of Seven Methods for Boolean Factor Analysis and Their Evaluation by Information Gain.
IEEE transactions on neural networks and learning systems
Apr 7, 2015
An usual task in large data set analysis is searching for an appropriate data representation in a space of fewer dimensions. One of the most efficient methods to solve this task is factor analysis. In this paper, we compare seven methods for Boolean ...
Multifactor dimensionality reduction analysis to elucidate the cross-talk between one-carbon and xenobiotic metabolic pathways in multi-disease models.
Molecular biology reports
Feb 4, 2015
Putatively functional polymorphisms of one-carbon and xenobiotic metabolic pathways influence susceptibility for wide spectrum of diseases. The current study was aimed to explore gene-gene interactions among these two metabolic pathways in four disea...
Multifactor Dimensionality Reduction
Xenobiotics
Gene Expression Regulation
Epistasis, Genetic
Oxidoreductases
Transferases
Factor Analysis, Statistical
Breast Neoplasms
Polymorphism, Single Nucleotide
Humans
Lupus Erythematosus, Systemic
Male
Coronary Artery Disease
Carbon
Female
Case-Control Studies
Parkinson Disease
Genetic Predisposition to Disease
Sex Factors
Metabolic Networks and Pathways
Datasets as Topic
Development and Validation of a Scale for Nurses' Ethical Awareness in The Use of Artificial Intelligence: A Methodological Study.
Nursing & health sciences
Jun 1, 2025
The integration of artificial intelligence in nursing practice presents significant ethical challenges that require a comprehensive assessment framework. This study aimed to develop and validate a scale to measure nurses' ethical awareness regarding ...
Unveiling sub-populations in critical care settings: a real-world data approach in COVID-19.
Frontiers in public health
Jan 1, 2025
BACKGROUND: Disease presentation and progression can vary greatly in heterogeneous diseases, such as COVID-19, with variability in patient outcomes, even within the hospital setting. This variability underscores the need for tailored treatment approa...
Psychometric assessment of the Persian translated version of the "medical artificial intlligence readiness scale for medical students".
PloS one
Jan 1, 2025
BACKGROUND: Artificial intelligence (AI) has recently entered the medical field, but the level of readiness of medical students for it is not obvious. A tool with appropriate psychometric properties for use in different languages and for internationa...
Development and evaluation of acceptance scale for artificial intelligence in digestive endoscopy by subjects.
Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences
Dec 28, 2023
OBJECTIVES: Digestive endoscopy is an important diagnostic and therapeutic tool for digestive system diseases. The artificial intelligence (AI)-assisted system in endoscopy (hereinafter referred to as AI in digestive endoscopy) has broad application ...
Differentiating Motor Coordination in Children with Cerebral Palsy and Typically Developing Populations Through Exploratory Factor Analysis of Robotic Assessments.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Nov 1, 2021
General motor and executive functions are integral for tasks of daily living and are typically assessed when quantifying impairment of an individual. Robotic tasks offer highly repeatable and objective measures of motor and cognitive function. Additi...
Verification and comparison of three prediction models of ischemic stroke in young adults based on the back propagation neural networks.
Medicine
Mar 19, 2021
This work aims to explore risk factors for ischemic stroke in young adults and analyze the Traditional Vascular Risk Factors Model based on age, hypertension, diabetes, smoking history, and drinking history. Further, the Lipid Metabolism Model was an...
ROC Curve
Diabetes Mellitus, Type 2
Hypertension
Kidney Function Tests
Male
Middle Aged
Risk Assessment
Adolescent
Factor Analysis, Statistical
Area Under Curve
Smoking
Alcohol Drinking
Clinical Decision Rules
Age Factors
Lipoproteins
Predictive Value of Tests
Ischemic Stroke
Humans
Neural Networks, Computer
Risk Factors
Young Adult
Adult
Acute Kidney Injury
Female
Multi-omics integration-a comparison of unsupervised clustering methodologies.
Briefings in bioinformatics
Jul 19, 2019
With the recent developments in the field of multi-omics integration, the interest in factors such as data preprocessing, choice of the integration method and the number of different omics considered had increased. In this work, the impact of these f...
The adoption of care robots in home care-A survey on the attitudes of Finnish home care personnel.
Journal of clinical nursing
May 1, 2018
AIMS AND OBJECTIVES: This article examines the attitudes of Finnish home care registered nurses, licensed vocational nurses and other health and social care personnel towards the introduction and use of care robots in home care.
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