AIMC Topic: Bayes Theorem

Clear Filters Showing 1161 to 1170 of 1826 articles

Motion Sensors-Based Machine Learning Approach for the Identification of Anterior Cruciate Ligament Gait Patterns in On-the-Field Activities in Rugby Players.

Sensors (Basel, Switzerland) May 27, 2020
Anterior cruciate ligament (ACL) injuries are common among athletes. Despite a successful return to sport (RTS) for most of the injured athletes, a significant proportion do not return to competitive levels, and thus RTS post ACL reconstruction still...
Humans Bayes Theorem Knee Joint Gait Machine Learning Male Recovery of Function Athletic Injuries Football Anterior Cruciate Ligament Injuries Anterior Cruciate Ligament
View on PubMed DOI

Using machine learning to improve ensemble docking for drug discovery.

Proteins May 25, 2020
Ensemble docking has provided an inexpensive method to account for receptor flexibility in molecular docking for virtual screening. Unfortunately, as there is no rigorous theory to connect the docking scores from multiple structures to measured activ...
Drug Discovery ErbB Receptors User-Computer Interface Protein Kinase Inhibitors Protein Binding Support Vector Machine Binding Sites Humans Bayes Theorem Protein Structure, Secondary Molecular Docking Simulation Ligands
View on PubMed DOI

Evaluating Scalable Uncertainty Estimation Methods for Deep Learning-Based Molecular Property Prediction.

Journal of chemical information and modeling Apr 24, 2020
Advances in deep neural network (DNN)-based molecular property prediction have recently led to the development of models of remarkable accuracy and generalization ability, with graph convolutional neural networks (GCNNs) reporting state-of-the-art pe...
Uncertainty Neural Networks, Computer Deep Learning Bayes Theorem
View on PubMed DOI

Classifying changes in LN-18 glial cell morphology: a supervised machine learning approach to analyzing cell microscopy data via FIJI and WEKA.

Medical & biological engineering & computing Apr 21, 2020
In cell-based research, the process of visually monitoring cells generates large image datasets that need to be evaluated for quantifiable information in order to track the effectiveness of treatments in vitro. With the traditional, end-point assay-b...
Supervised Machine Learning Neuroglia Microscopy, Confocal Area Under Curve Bayes Theorem Humans Cells, Cultured Image Processing, Computer-Assisted
View on PubMed DOI

Machine Learning Approaches for Quality Assessment of Protein Structures.

Biomolecules Apr 17, 2020
Protein structures play a very important role in biomedical research, especially in drug discovery and design, which require accurate protein structures in advance. However, experimental determinations of protein structure are prohibitively costly an...
Bayes Theorem Amino Acid Sequence Humans Neural Networks, Computer Proteins Machine Learning Models, Molecular Support Vector Machine
View on PubMed DOI

Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms.

International journal of environmental research and public health Apr 16, 2020
Shallow landslides damage buildings and other infrastructure, disrupt agriculture practices, and can cause social upheaval and loss of life. As a result, many scientists study the phenomenon, and some of them have focused on producing landslide susce...
Bayes Theorem Iran Landslides Algorithms Logistic Models Support Vector Machine Neural Networks, Computer
View on PubMed DOI

Development of a prediction model for hypotension after induction of anesthesia using machine learning.

PloS one Apr 16, 2020
Arterial hypotension during the early phase of anesthesia can lead to adverse outcomes such as a prolonged postoperative stay or even death. Predicting hypotension during anesthesia induction is complicated by its diverse causes. We investigated the ...
Bayes Theorem Feasibility Studies Hypotension Monitoring, Intraoperative Retrospective Studies Aged Cholecystectomy, Laparoscopic Anesthetics ROC Curve Humans Male Electronic Health Records Adult Arterial Pressure Intubation, Intratracheal Anesthesia, General Neural Networks, Computer Middle Aged Female Drug Delivery Systems Models, Cardiovascular Machine Learning Risk Assessment
View on PubMed DOI

Disease prediction via Bayesian hyperparameter optimization and ensemble learning.

BMC research notes Apr 10, 2020
OBJECTIVE: Early disease screening and diagnosis are important for improving patient survival. Thus, identifying early predictive features of disease is necessary. This paper presents a comprehensive comparative analysis of different Machine Learning...
Machine Learning Female Sensitivity and Specificity Breast Neoplasms Cardiovascular Diseases Bayes Theorem Humans Models, Biological Biopsy, Fine-Needle Diagnostic Techniques and Procedures
View on PubMed DOI

Generative adversarial networks with decoder-encoder output noises.

Neural networks : the official journal of the International Neural Network Society Apr 9, 2020
In recent years, research on image generation has been developing very fast. The generative adversarial network (GAN) emerges as a promising framework, which uses adversarial training to improve the generative ability of its generator. However, since...
Pattern Recognition, Automated Random Allocation Neural Networks, Computer Image Processing, Computer-Assisted Humans Bayes Theorem
View on PubMed DOI

Determination of terazosin in the presence of prazosin: Different state-of-the-art machine learning algorithms with UV spectroscopy.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Apr 8, 2020
Counterfeit drugs have adverse effects on public health; chromatographic methods can be used but they are costly. In this study, we developed cost-effective and environmentally friendly methodology for the analysis of terazosin HCl (TZ) in the presen...
Prazosin Algorithms Bayes Theorem Tablets Neural Networks, Computer Green Chemistry Technology Machine Learning Spectrophotometry, Ultraviolet Counterfeit Drugs
View on PubMed DOI
Popular Topics
Recent Journals