AIMC Topic: Bayes Theorem

Clear Filters Showing 1321 to 1330 of 1906 articles

Clinically Applicable Deep Learning Algorithm Using Quantitative Proteomic Data.

Journal of proteome research Jul 17, 2019
Deep learning (DL), a type of machine learning approach, is a powerful tool for analyzing large sets of data that are derived from biomedical sciences. However, it remains unknown whether DL is suitable for identifying contributing factors, such as b...
Deep Learning Logistic Models Proteomics Humans Machine Learning Algorithms Pancreatic Neoplasms Bayes Theorem Support Vector Machine Mass Spectrometry Cluster Analysis
View on PubMed DOI

Development and validation of 15-month mortality prediction models: a retrospective observational comparison of machine-learning techniques in a national sample of Medicare recipients.

BMJ open Jul 16, 2019
OBJECTIVE: The objective is to develop and validate a predictive model for 15-month mortality using a random sample of community-dwelling Medicare beneficiaries.
Humans Logistic Models United States Models, Statistical Medicare Mortality Decision Trees Bayes Theorem Neural Networks, Computer Machine Learning Female Aged Aged, 80 and over Male
View on PubMed DOI

Bayesian Computation through Cortical Latent Dynamics.

Neuron Jul 15, 2019
Statistical regularities in the environment create prior beliefs that we rely on to optimize our behavior when sensory information is uncertain. Bayesian theory formalizes how prior beliefs can be leveraged and has had a major impact on models of per...
Macaca mulatta Time Perception Cerebral Cortex Nerve Net Frontal Lobe Cognition Neural Networks, Computer Bayes Theorem Animals Neurons
View on PubMed DOI

Concepts of Artificial Intelligence for Computer-Assisted Drug Discovery.

Chemical reviews Jul 11, 2019
Artificial intelligence (AI), and, in particular, deep learning as a subcategory of AI, provides opportunities for the discovery and development of innovative drugs. Various machine learning approaches have recently (re)emerged, some of which may be ...
Neural Networks, Computer Small Molecule Libraries Artificial Intelligence Machine Learning Algorithms Drug Design Drug Discovery Bayes Theorem
View on PubMed DOI

Evaluation and Identification of the Neuroprotective Compounds of Xiaoxuming Decoction by Machine Learning: A Novel Mode to Explore the Combination Rules in Traditional Chinese Medicine Prescription.

BioMed research international Jul 10, 2019
Xiaoxuming decoction (XXMD), a classic traditional Chinese medicine (TCM) prescription, has been used as a therapeutic in the treatment of stroke in clinical practice for over 1200 years. However, the pharmacological mechanisms of XXMD have not yet b...
Neuroprotection Drugs, Chinese Herbal Bayes Theorem Stroke Brain Humans Hydrogen Peroxide Machine Learning Medicine, Chinese Traditional Algorithms
View on PubMed DOI

Wearable IoT Smart-Log Patch: An Edge Computing-Based Bayesian Deep Learning Network System for Multi Access Physical Monitoring System.

Sensors (Basel, Switzerland) Jul 9, 2019
According to the survey on various health centres, smart log-based multi access physical monitoring system determines the health conditions of humans and their associated problems present in their lifestyle. At present, deficiency in significant nutr...
Electrocardiography Monitoring, Physiologic Blood Pressure Algorithms Deep Learning Wearable Electronic Devices Body Temperature Humans Multimedia Neural Networks, Computer Bayes Theorem Electroencephalography Electromyography
View on PubMed DOI

Predicting asthma attacks in primary care: protocol for developing a machine learning-based prediction model.

BMJ open Jul 9, 2019
INTRODUCTION: Asthma is a long-term condition with rapid onset worsening of symptoms ('attacks') which can be unpredictable and may prove fatal. Models predicting asthma attacks require high sensitivity to minimise mortality risk, and high specificit...
Hospitalization Asthma Risk Assessment Primary Health Care Humans Machine Learning Symptom Flare Up Scotland Clinical Decision Rules Support Vector Machine Emergency Service, Hospital Bayes Theorem
View on PubMed DOI

Development of Big Data Predictive Analytics Model for Disease Prediction using Machine learning Technique.

Journal of medical systems Jul 5, 2019
Now days, health prediction in modern life becomesvery much essential. Big data analysis plays a crucial role to predict future status of healthand offerspreeminenthealth outcome to people. Heart disease is a prevalent disease cause's death around th...
Disease Middle Aged Big Data Bayes Theorem Humans Female Aged Male Machine Learning Forecasting
View on PubMed DOI

Compositionally-warped Gaussian processes.

Neural networks : the official journal of the International Neural Network Society Jul 4, 2019
The Gaussian process (GP) is a nonparametric prior distribution over functions indexed by time, space, or other high-dimensional index set. The GP is a flexible model yet its limitation is given by its very nature: it can only model Gaussian marginal...
Neural Networks, Computer Bayes Theorem Normal Distribution
View on PubMed DOI

Development of pedestrian crash prediction model for a developing country using artificial neural network.

International journal of injury control and safety promotion Jul 4, 2019
Urban intersections in India constitute a significant share of pedestrian fatalities. However, model-based prediction of pedestrian fatalities is still in a nascent stage in India. This study proposes an artificial neural network (ANN) technique to d...
Humans Neural Networks, Computer Developing Countries Pedestrians Accidents, Traffic Safety Risk Factors Environment Design Bayes Theorem
View on PubMed DOI
Popular Topics
Recent Journals