ANN-Based Discernment of Septic and Inflammatory Synovial Fluid: A Novel Method Using Viscosity Data from a QCR Sensor.
Andrés Miranda-MartínezBerta Sufrate-VergaraBelén Fernández-PunteroMaría José Alcaide-MartinAntonio Buño-SotoJosé Javier Serrano OlmedoPublished in: Sensors (2022)
Keyphrases
- synthetic data
- input data
- prior knowledge
- data sets
- correlation analysis
- data quality
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- detection method
- sensor data
- pairwise
- missing data
- noisy data
- data mining techniques
- data sources
- test data
- raw data
- clustering method
- data collection
- segmentation method
- image data
- prior information
- preprocessing
- database
- neural network
- information loss
- similarity measure
- data processing
- high accuracy
- knowledge discovery
- data points
- artificial neural networks
- training samples
- high dimensional data
- genetic algorithm
- learning algorithm
- data acquisition
- statistical methods
- probability distribution
- significant improvement
- decision trees
- data streams
- high quality