AIMC Topic: Prediction Algorithms

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A diagnosis and prediction algorithm for juvenile myoclonic epilepsy based on clinical and quantitative EEG features.

Seizure Apr 12, 2025
OBJECTIVE: To develop an objective ensemble machine learning model combining clinical features and quantitative EEG metrics (phase locking value [PLV] and multiscale sample entropy [MSE]) to support accurate diagnosis of juvenile myoclonic epilepsy (...
Adolescent Child Male Epilepsy, Frontal Lobe Prediction Algorithms Myoclonic Epilepsy, Juvenile Female Electroencephalography Adult Young Adult Machine Learning Algorithms Humans
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Ultrafast Hydrogen Detection System Using Vertical Thermal Conduction Structure and Neural Network Prediction Algorithm Based on Sensor Response Process.

ACS sensors Mar 11, 2025
Hydrogen detection plays a crucial role in various scenes of hydrogen energy such as hydrogen vehicles, hydrogen transportation and hydrogen storage. It is essential to develop a hydrogen detection system with ultrafast response times (<1 s) for the ...
Neural Networks, Computer Thermal Conductivity Prediction Algorithms Hydrogen Algorithms
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Towards a decision support system for post bariatric hypoglycaemia: development of forecasting algorithms in unrestricted daily-life conditions.

BMC medical informatics and decision making Jan 20, 2025
BACKGROUND: Post bariatric hypoglycaemic (PBH) is a late complication of weight loss surgery, characterised by critically low blood glucose levels following meal-induced glycaemic excursions. The disabling consequences of PBH underline the need for t...
Prediction Algorithms Gastric Bypass Decision Support Systems, Clinical Bariatric Surgery Hypoglycemia Middle Aged Deep Learning Male Adult Forecasting Humans Algorithms Female
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Prediction of the risk of mortality in older patients with coronavirus disease 2019 using blood markers and machine learning.

Frontiers in immunology Nov 1, 2024
INTRODUCTION: The mortality rate among older people infected with severe acute respiratory syndrome coronavirus 2 is alarmingly high. This study aimed to explore the predictive value of a novel model for assessing the risk of death in this vulnerable...
Area Under Curve Lymphocytes Bayes Theorem Predictive Value of Tests C-Reactive Protein Interleukin-6 Aged Regression Analysis Female Aged, 80 and over Biomarkers Monocytes SARS-CoV-2 China Prediction Algorithms Male Machine Learning Neutrophils Humans COVID-19 Leukocyte Count
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