AIMC Topic: Statistics as Topic

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Sex estimation: a comparison of techniques based on binary logistic, probit and cumulative probit regression, linear and quadratic discriminant analysis, neural networks, and naïve Bayes classification using ordinal variables.

International journal of legal medicine Aug 23, 2019
The performance of seven classification methods, binary logistic (BLR), probit (PR) and cumulative probit (CPR) regression, linear (LDA) and quadratic (QDA) discriminant analysis, artificial neural networks (ANN), and naïve Bayes classification (NBC)...
Machine Learning Algorithms Female Male Humans Neural Networks, Computer Pelvis Sex Determination by Skeleton Statistics as Topic Skull Logistic Models Bayes Theorem Discriminant Analysis
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An integrated model using the Taguchi method and artificial neural network to improve artificial kidney solidification parameters.

Biomedical engineering online Jul 5, 2019
BACKGROUND: Hemodialysis mainly relies on the "artificial kidney," which plays a very important role in temporarily or permanently substituting for the kidney to carry out the exchange of waste and discharge of water. Nevertheless, a previous study o...
Kidneys, Artificial Renal Dialysis Neural Networks, Computer Statistics as Topic
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Machine-learning based brain age estimation in major depression showing no evidence of accelerated aging.

Psychiatry research. Neuroimaging Jun 11, 2019
Molecular biological findings indicate that affective disorders are associated with processes akin to accelerated aging of the brain. The use of the BrainAGE (brain age estimation gap) framework allows machine-learning based detection of a gap betwee...
Machine Learning Brain Female Aged Humans Pilot Projects Young Adult Statistics as Topic Aging, Premature Middle Aged Magnetic Resonance Imaging Adult Depressive Disorder, Major Male Case-Control Studies
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Statistical Approaches Based on Deep Learning Regression for Verification of Normality of Blood Pressure Estimates.

Sensors (Basel, Switzerland) May 8, 2019
Oscillometric blood pressure (BP) monitors currently estimate a single point but do not identify variations in response to physiological characteristics. In this paper, to analyze BP's normality based on oscillometric measurements, we use statistical...
Child Regression Analysis Blood Pressure Systole Middle Aged Deep Learning Adolescent Statistics as Topic Diastole Female Reproducibility of Results Aged Adult Male Aged, 80 and over Young Adult Humans Algorithms
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Alternative data mining/machine learning methods for the analytical evaluation of food quality and authenticity - A review.

Food research international (Ottawa, Ont.) Mar 28, 2019
In recent years, the variety and volume of data acquired by modern analytical instruments in order to conduct a better authentication of food has dramatically increased. Several pattern recognition tools have been developed to deal with the large vol...
Machine Learning Food Quality Food Analysis Decision Trees Data Mining Statistics as Topic
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Using deep learning to identify translational research in genomic medicine beyond bench to bedside.

Database : the journal of biological databases and curation Jan 1, 2019
Tracking scientific research publications on the evaluation, utility and implementation of genomic applications is critical for the translation of basic research to impact clinical and population health. In this work, we utilize state-of-the-art mach...
Genomics Support Vector Machine Translational Research, Biomedical Task Performance and Analysis Neural Networks, Computer Deep Learning Statistics as Topic Reproducibility of Results ROC Curve
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Incorporating Knowledge-Driven Insights into a Collaborative Filtering Model to Facilitate the Differential Diagnosis of Rare Diseases.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Rare diseases, although individually rare, collectively affect one in ten Americans. Because of their rarity, patients with rare diseases are typically left misdiagnosed or undiagnosed, which leads to a prolonged medical journey. The diagnosis pathwa...
Biological Ontologies Statistics as Topic Rare Diseases Humans Knowledge Bases Knowledge Discovery Algorithms Data Collection Diagnosis, Differential Systematized Nomenclature of Medicine
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Toward Automatic Risk Assessment to Support Suicide Prevention.

Crisis Nov 26, 2018
Suicide has been considered an important public health issue for years and is one of the main causes of death worldwide. Despite prevention strategies being applied, the rate of suicide has not changed substantially over the past decades. Suicide ri...
Suicide Support Vector Machine Data Mining Automation State Medicine Referral and Consultation Humans United Kingdom Artificial Intelligence Risk Assessment Multivariate Analysis Adult Machine Learning Pilot Projects Medical Records Male Female Suicide Prevention Statistics as Topic Middle Aged
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Bispectrum Features and Multilayer Perceptron Classifier to Enhance Seizure Prediction.

Scientific reports Oct 19, 2018
The ability to accurately forecast seizures could significantly improve the quality of life of patients with drug-refractory epilepsy. Prediction capabilities rely on the adequate identification of seizure activity precursors from electroencephalogra...
Statistics as Topic Neural Networks, Computer Algorithms Humans Animals Seizures Dogs
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Peering Into the Black Box of Artificial Intelligence: Evaluation Metrics of Machine Learning Methods.

AJR. American journal of roentgenology Oct 17, 2018
OBJECTIVE: Machine learning (ML) and artificial intelligence (AI) are rapidly becoming the most talked about and controversial topics in radiology and medicine. Over the past few years, the numbers of ML- or AI-focused studies in the literature have ...
Humans Machine Learning Algorithms Image Processing, Computer-Assisted Radiology Statistics as Topic
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