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mp2893 avatar mp2893 commented on September 27, 2024

Hi,
The list of integers (e.g. [3, 5, 2]) can be transformed into a multi-hot vector (e.g. [0, 0, 1, 1, 0, 1, 0, 0, ...]). The dimensionality of the multi-hot vector is equivalent to the number of unique codes in your data.

Thanks,
Ed

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vpccw152c avatar vpccw152c commented on September 27, 2024

Hi there, sorry to bother you again, but I wonder weather med2vec could handle a situation where each patient has only one visit, namely the trainings data is in the form of, for example, [[2,5,8],[-1],[6,9,23],[-1],[7,9,21]], since in the examples you give in README, each patient has at least two visits.
Thanks a lot for your responses

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mp2893 avatar mp2893 commented on September 27, 2024

In that case, med2vec won’t be trained properly because there are no neighboring visits to predict.

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