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How do we encode multi-label or sparse task labels? #41

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mmcdermott opened this issue Aug 6, 2024 · 0 comments
Open

How do we encode multi-label or sparse task labels? #41

mmcdermott opened this issue Aug 6, 2024 · 0 comments
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Label Schema For the MEDS label schema Pending Community Use Issues that should be solved after sufficient community uptake and use to dictate method priority:low Low priority; does not need to be included in any upcoming release candidates. question Further information is requested

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@mmcdermott
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In our label schema, if a task is multi-label (e.g., predict all the diagnoses a patient will receive in this stay), how do we want to encode that? What if a task is sparse and multi-label (e.g., predict the max lab value that will be seen for all labs measured in this stay)?

I don't think this is urgent at all, but it is worth contemplating to either capture in documentation or in future versions (or to have a place for catching discussions about it)

@mmcdermott mmcdermott added the question Further information is requested label Aug 6, 2024
@mmcdermott mmcdermott added priority:low Low priority; does not need to be included in any upcoming release candidates. Pending Community Use Issues that should be solved after sufficient community uptake and use to dictate method Label Schema For the MEDS label schema labels Jan 7, 2025
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Labels
Label Schema For the MEDS label schema Pending Community Use Issues that should be solved after sufficient community uptake and use to dictate method priority:low Low priority; does not need to be included in any upcoming release candidates. question Further information is requested
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