AIMC Topic:
Bayes Theorem

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Automatic Detection and Classification of Lung Nodules in CT Image Using Optimized Neuro Fuzzy Classifier with Cuckoo Search Algorithm.

Journal of medical systems Feb 13, 2019
The Lung nodules are very important to indicate the lung cancer, and its early detection enables timely treatment and increases the survival rate of patient. Even though lots of works are done in this area, still improvement in accuracy is required f...
Bayes Theorem Tomography, X-Ray Computed Diagnosis, Computer-Assisted Humans Image Processing, Computer-Assisted Lung Neoplasms Neural Networks, Computer Fuzzy Logic Algorithms Early Detection of Cancer
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A Benchmarking Between Deep Learning, Support Vector Machine and Bayesian Threshold Best Linear Unbiased Prediction for Predicting Ordinal Traits in Plant Breeding.

G3 (Bethesda, Md.) Feb 7, 2019
Genomic selection is revolutionizing plant breeding. However, still lacking are better statistical models for ordinal phenotypes to improve the accuracy of the selection of candidate genotypes. For this reason, in this paper we explore the genomic ba...
Quantitative Trait, Heritable Plant Breeding Selective Breeding Support Vector Machine Bayes Theorem
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Policy search in continuous action domains: An overview.

Neural networks : the official journal of the International Neural Network Society Feb 5, 2019
Continuous action policy search is currently the focus of intensive research, driven both by the recent success of deep reinforcement learning algorithms and the emergence of competitors based on evolutionary algorithms. In this paper, we present a b...
Algorithms Policy Deep Learning Bayes Theorem Reinforcement, Psychology
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A stochastic variational framework for Recurrent Gaussian Processes models.

Neural networks : the official journal of the International Neural Network Society Feb 1, 2019
Gaussian Processes (GPs) models have been successfully applied to the problem of learning from sequential observations. In such context, the family of Recurrent Gaussian Processes (RGPs) have been recently introduced with a specifically designed stru...
Learning Bayes Theorem Stochastic Processes Neural Networks, Computer Algorithms Normal Distribution
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A decision support tool for early detection of knee OsteoArthritis using X-ray imaging and machine learning: Data from the OsteoArthritis Initiative.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jan 29, 2019
This paper presents a fully developed computer aided diagnosis (CAD) system for early knee OsteoArthritis (OA) detection using knee X-ray imaging and machine learning algorithms. The X-ray images are first preprocessed in the Fourier domain using a c...
Humans Machine Learning Female Multivariate Analysis Osteoarthritis, Knee X-Rays Diagnosis, Computer-Assisted Bayes Theorem Aged Early Diagnosis Male Middle Aged
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Detection of Extraprostatic Extension of Cancer on Biparametric MRI Combining Texture Analysis and Machine Learning: Preliminary Results.

Academic radiology Jan 14, 2019
RATIONALE AND OBJECTIVES: Extraprostatic extension of disease (EPE) has a major role in risk stratification of prostate cancer patients. Currently, pretreatment local staging is performed with MRI, while the gold standard is represented by histopatho...
Prostatectomy Neoplasm Invasiveness Predictive Value of Tests Bayes Theorem Prostatic Neoplasms Neoplasm Staging Prostate Middle Aged Risk Assessment Magnetic Resonance Imaging Prognosis Aged Male Humans Machine Learning Algorithms
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The influence of maternal agency on severe child undernutrition in conflict-ridden Nigeria: Modeling heterogeneous treatment effects with machine learning.

PloS one Jan 9, 2019
Nigeria is one of the fastest growing African economies, yet struggles with armed conflict, poverty, and morbidity. An area of high concern is how this situation affects vulnerable families and their children. A key pathway in improving the situation...
Female Cross-Sectional Studies Nigeria Humans Machine Learning Child Nutrition Disorders Child Bayes Theorem Mothers
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Development and Validation of a Machine Learning Algorithm After Primary Total Hip Arthroplasty: Applications to Length of Stay and Payment Models.

The Journal of arthroplasty Dec 27, 2018
BACKGROUND: Value-based payment programs in orthopedics, specifically primary total hip arthroplasty (THA), present opportunities to apply forecasting machine learning techniques to adjust payment models to a specific patient or population. The objec...
Health Expenditures Arthroplasty, Replacement, Hip Comorbidity Algorithms Length of Stay Inpatients Humans Databases, Factual Elective Surgical Procedures ROC Curve Machine Learning Reproducibility of Results Bayes Theorem
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The analysis of the effects of acute rheumatic fever in childhood on cardiac disease with data mining.

International journal of medical informatics Dec 27, 2018
BACKGROUND: Acute rheumatic fever (ARF) is an important disease that is frequently seen in Turkey, it is necessary to develop solutions to cure the disease. It is believed that new data analysis methods may be applied to this disease, and this may be...
Algorithms Female Male Humans Decision Trees Bayes Theorem Data Mining Adolescent Child, Preschool Child Heart Diseases Rheumatic Fever
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Private naive bayes classification of personal biomedical data: Application in cancer data analysis.

Computers in biology and medicine Dec 24, 2018
Clinicians would benefit from access to predictive models for diagnosis, such as classification of tumors as malignant or benign, without compromising patients' privacy. In addition, the medical institutions and companies who own these medical inform...
Bayes Theorem Models, Biological Electronic Data Processing Machine Learning Female Breast Neoplasms Humans
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