From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU.
Patrick RockenschaubAdam HilbertTabea KossenFalk von DincklageVince Istvan MadaiDietmar FreyPublished in: CoRR (2023)
Keyphrases
- learning models
- machine learning algorithms
- machine learning
- learning algorithm
- semi supervised learning
- loss function
- learning tasks
- intensive care unit
- conditional random fields
- learning problems
- classification models
- machine learning models
- health care
- text classification
- high risk
- image segmentation
- intermediate concepts