Discovering predictive trend-event patterns in temporal clinical data.

Matteo Mantovani Beatrice Amico Carlo Combi

Published in: SAC (2021)

Keyphrases

clinical data
temporal patterns
temporal abstractions
temporal relationships
temporal events
clinical information
medical data
temporal sequences
event streams
patient data
temporal information

temporal data
temporal structure
temporal relations
time stamped
electronic health records
raw data
statistical analysis
pattern discovery
event sequences
temporal constraints

clinical databases
mr images
patient records
domain experts
clinical data sets
real patient data
medical knowledge
knowledge discovery
data sources
clinical decision making

temporal reasoning
event detection
frequent patterns
general purpose
database
acute myocardial infarction
temporal aspects
pattern mining
real world
databases