AIMC Topic: Demography

Clear Filters Showing 71 to 78 of 78 articles

Prediction of Patient Demographics using 3D Craniofacial Scans and Multi-view CNNs.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
3D data is becoming increasingly popular and accessible for computer vision tasks. A popular format for 3D data is the mesh format, which can depict a 3D surface accurately and cost-effectively by connecting points in the (x, y, z) plane, known as ve...
Algorithms Head Demography Humans Neural Networks, Computer
View on PubMed DOI

EEG-based Depression Detection Using Convolutional Neural Network with Demographic Attention Mechanism.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
Electroencephalography (EEG)-based depression detection has become a hot topic in the development of biomedical engineering. However, the complexity and nonstationarity of EEG signals are two biggest obstacles to this application. In addition, the ge...
Electroencephalography Attention Demography Humans Neural Networks, Computer Depression
View on PubMed DOI

Comparison of Unplanned 30-Day Readmission Prediction Models, Based on Hospital Warehouse and Demographic Data.

Studies in health technology and informatics Jun 16, 2020
Anticipating unplanned hospital readmission episodes is a safety and medico-economic issue. We compared statistics (Logistic Regression) and machine learning algorithms (Gradient Boosting, Random Forest, and Neural Network) for predicting the risk of...
Demography Machine Learning Reproducibility of Results Logistic Models Patient Readmission
View on PubMed DOI

Automatic Classification and Monitoring of Denovo Parkinson's Disease by Learning Demographic and Clinical Features.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Parkinson's Disease (PD) is the second most prevalent progressive neurological disorder around the world with high incidence rates for seniors. Since most symptoms are exposed in the later stages of the disease, early diagnosis of PD is essential for...
Humans Automation Disease Progression Demography Machine Learning Parkinson Disease Biomarkers Early Diagnosis
View on PubMed DOI

Machine Learning and Deep Learning Approaches in Breast Cancer Survival Prediction Using Clinical Data.

Folia biologica Jan 1, 2019
Breast cancer survival prediction can have an extreme effect on selection of best treatment protocols. Many approaches such as statistical or machine learning models have been employed to predict the survival prospects of patients, but newer algorith...
Breast Neoplasms Middle Aged Deep Learning Young Adult Adult Calibration Demography Support Vector Machine Decision Trees Survival Analysis Humans Neural Networks, Computer Female Aged Aged, 80 and over
View on PubMed DOI

Optimizing Machine Learning Methods to Improve Predictive Models of Alzheimer's Disease.

Journal of Alzheimer's disease : JAD Jan 1, 2019
BACKGROUND: Predicting clinical course of cognitive decline can boost clinical trials' power and improve our clinical decision-making. Machine learning (ML) algorithms are specifically designed for the purpose of prediction; however. identifying opti...
Demography Hippocampus Cerebral Cortex Apolipoproteins E Discriminant Analysis Alzheimer Disease Humans Machine Learning Prognosis Cognitive Dysfunction Support Vector Machine Aged, 80 and over Magnetic Resonance Imaging Longitudinal Studies Models, Neurological Male Predictive Value of Tests Middle Aged Female Aged
View on PubMed DOI

Predictive model of synovial membrane degradation using semi-automated morphometry and artificial neural networks.

Romanian journal of morphology and embryology = Revue roumaine de morphologie et embryologie Jan 1, 2016
Gonarthrosis is a degenerative disease that affects mainly older people, but whose incidence has increased significantly in the last decade in population under the age of 65. The main objective of this study was developing a predictive model of synov...
Humans Automation Neural Networks, Computer Demography Fractals Female Male Middle Aged Synovial Membrane Models, Biological
View on PubMed

AIDS causes sharp rise in number of Brazilian orphans.

AIDS weekly plus Oct 28, 1996
An estimated 183,000 Brazilian children are at risk of losing their mothers to AIDS, according to a survey released. The survey, sponsored by UNICEF, was conducted by the John Snow Institute. Survey estimates are that 10,600 Brazilian children younge...
Age Factors Demography Foster Home Care Economics South America Population Dynamics Latin America Developing Countries Population Americas Disease Population Characteristics Virus Diseases Mortality Social Welfare HIV Infections Brazil Child Adolescent Acquired Immunodeficiency Syndrome
View on PubMed
Popular Topics
Recent Journals