AI Medical Compendium Topic:
Bayes Theorem

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A Deep Learning-Based Intrusion Detection System for MQTT Enabled IoT.

Sensors (Basel, Switzerland) Oct 22, 2021
A large number of smart devices in Internet of Things (IoT) environments communicate via different messaging protocols. Message Queuing Telemetry Transport (MQTT) is a widely used publish-subscribe-based protocol for the communication of sensor or ev...
Humans Bayes Theorem Neural Networks, Computer Internet of Things Deep Learning Telemetry
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Smart Cardiac Framework for an Early Detection of Cardiac Arrest Condition and Risk.

Frontiers in public health Oct 22, 2021
Cardiovascular disease (CVD) is considered to be one of the most epidemic diseases in the world today. Predicting CVDs, such as cardiac arrest, is a difficult task in the area of healthcare. The healthcare industry has a vast collection of datasets f...
Heart Arrest Support Vector Machine Machine Learning Humans Neural Networks, Computer Bayes Theorem
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Efficient Prediction of Missed Clinical Appointment Using Machine Learning.

Computational and mathematical methods in medicine Oct 22, 2021
Public health and its related facilities are crucial for thriving cities and societies. The optimum utilization of health resources saves money and time, but above all, it saves precious lives. It has become even more evident in the present as the pa...
Stochastic Processes Logistic Models Humans Support Vector Machine Bayes Theorem Area Under Curve Databases, Factual Machine Learning Decision Trees Appointments and Schedules Data Interpretation, Statistical Neural Networks, Computer Computational Biology Algorithms No-Show Patients
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Machine Learning Based Identification of Microseismic Signals Using Characteristic Parameters.

Sensors (Basel, Switzerland) Oct 20, 2021
Microseismic monitoring system is one of the effective means to monitor ground stress in deep mines. The accuracy and speed of microseismic signal identification directly affect the stability analysis in rock engineering. At present, manual identific...
Bayes Theorem Artificial Intelligence Machine Learning Logistic Models Support Vector Machine Algorithms
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CT classification model of pancreatic serous cystic neoplasms and mucinous cystic neoplasms based on a deep neural network.

Abdominal radiology (New York) Oct 12, 2021
BACKGROUND: At present, numerous challenges exist in the diagnosis of pancreatic SCNs and MCNs. After the emergence of artificial intelligence (AI), many radiomics research methods have been applied to the identification of pancreatic SCNs and MCNs.
Tomography, X-Ray Computed Diagnosis, Differential Bayes Theorem Pancreatic Neoplasms Neural Networks, Computer Artificial Intelligence Retrospective Studies Humans
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miRbiom: Machine-learning on Bayesian causal nets of RBP-miRNA interactions successfully predicts miRNA profiles.

PloS one Oct 12, 2021
Formation of mature miRNAs and their expression is a highly controlled process. It is very much dependent upon the post-transcriptional regulatory events. Recent findings suggest that several RNA binding proteins beyond Drosha/Dicer are involved in t...
RNA-Binding Proteins Databases, Genetic Bayes Theorem MicroRNAs Humans User-Computer Interface Protein Binding Machine Learning
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Classification of beta-site amyloid precursor protein cleaving enzyme 1 inhibitors by using machine learning methods.

Chemical biology & drug design Oct 11, 2021
The beta-site amyloid precursor protein cleaving enzyme 1 (BACE1) is a transmembrane aspartyl-protease, that cleaves amyloid precursor protein (APP) at the β-site. The sequential proteolytic cleavage of APP, first by β-secretase and then by γ-secreta...
Machine Learning Reproducibility of Results Models, Theoretical Humans Aspartic Acid Endopeptidases Protease Inhibitors Databases, Pharmaceutical Bayes Theorem Amyloid Precursor Protein Secretases Molecular Structure
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Machine learning-enabled predictive modeling to precisely identify the antimicrobial peptides.

Medical & biological engineering & computing Oct 11, 2021
The ubiquitous antimicrobial peptides (AMPs), with a broad range of antimicrobial activities, represent a great promise for combating the multi-drug resistant infections. In this study, using a large and diverse set of AMPs (2638) and non-AMPs (3700)...
Discriminant Analysis Pore Forming Cytotoxic Proteins Support Vector Machine Bayes Theorem Machine Learning
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Revisiting the out of Africa event with a deep-learning approach.

American journal of human genetics Oct 8, 2021
Anatomically modern humans evolved around 300 thousand years ago in Africa. They started to appear in the fossil record outside of Africa as early as 100 thousand years ago, although other hominins existed throughout Eurasia much earlier. Recently, s...
Fossils Evolution, Molecular Bayes Theorem Genetic Variation Monte Carlo Method Whole Genome Sequencing Humans Africa Algorithms Deep Learning
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Prediction of anxiety disorders using a feature ensemble based bayesian neural network.

Journal of biomedical informatics Oct 8, 2021
Anxiety disorders are common among youth, posing risks to physical and mental health development. Early screening can help identify such disorders and pave the way for preventative treatment. To this end, the Youth Online Diagnostic Assessment (YODA)...
Humans Anxiety Disorders Adolescent Bayes Theorem Neural Networks, Computer Mental Health Self Report
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