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Add functions for reading annotated sleep data

Open hofaflo opened this issue 4 years ago • 0 comments

The goal is to have functions which download and read all common polysomnography datasets. Each record will be stored in a dataclass containing heartbeat times and annotated sleep stages.

Each reader should be added via a separate PR, this issue gives an overview of the progress.

Datasets:

  • [x] MESA (Multi-Ethnic Study of Atherosclerosis) #28
  • [x] SHHS (Sleep Heart Health Study) #48
  • [x] SLPDB (MIT-BIH Polysomnographic Database) #47
  • [ ] MASS (requires registration including project description and ethics approval, so this is not really open)
  • [ ] CAPSLPDB (CAP Sleep Database)
  • [ ] CinC 2018 (You Snooze You Win - The PhysioNet Computing in Cardiology Challenge 2018)
  • [ ] sleep-accel (Motion and heart rate from a wrist-worn wearable and labeled sleep from polysomnography)
  • [ ] DREAMS
  • [ ] ISRUC-SLEEP Dataset

Planned future extensions:

  • metadata
  • actigraphy data

hofaflo avatar Aug 25 '21 19:08 hofaflo