Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data.
Jessica SenaSabyasachi BandyopadhyayMohammad Tahsin MostafizAndrea DavidsonZiyuan GuanJesimon BarretoTezcan Ozrazgat-BaslantiPatrick James TigheAzra BihoracWilliam Robson SchwartzParisa RashidiPublished in: BIBM (2023)
Keyphrases
- machine learning
- data analysis
- data sets
- statistical methods
- text classification
- data sources
- image data
- knowledge discovery
- data quality
- data structure
- database
- data reduction
- data points
- pattern recognition
- raw data
- data collection
- model selection
- medical data
- supervised machine learning
- medical records
- short term
- high dimensional data
- dimensionality reduction
- supervised learning
- support vector machine
- classification accuracy
- long term
- feature space
- training data
- learning algorithm