Challenge DRCNN pipeline
setup in progress
Howe-Patterson
Published multichannel DRCNN codebase being adapted to the common apnea labels and split protocol.
Current plan
Initial Run Set
These are the implementations we are preparing to run once the shared preprocessing and scheduling pipeline is ready.
metric: gross AUPRC
Common dataset
Common label mapping
Common record splits
Shared job pipeline
Published feature pipeline
setup in progress
Bragi-Marinosson
Published engineered-feature plus BiLSTM ensemble being adapted to the same evaluation pipeline.
Classical ML baselines
planned next
Logistic regression + random forest
Planned once the shared preprocessing and scheduling pipeline is in place.
Other paper candidates are still in literature screening and are not part of the first scheduled runs.