Multi-task transfer learning for in-hospital-death prediction of ICU patients.

Chandan K. Karmakar Budhaditya Saha Marimuthu Palaniswami Svetha Venkatesh

Published in: EMBC (2016)

Keyphrases

multi task
transfer learning
intensive care unit
intensive care units
learning tasks
multi task learning
prognostic models
intensive care
knowledge transfer
clinical data

high risk
multitask learning
machine learning
medical data
labeled data
transfer knowledge
multiple tasks
semi supervised learning
blood pressure

reinforcement learning
active learning
health care
learning problems
cross domain
gaussian processes
patient data
text classification
structure learning

collaborative filtering
logistic regression
text categorization
text mining
machine learning algorithms
feature selection
nearest neighbor
data analysis
neural network