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My data includes different time series length (depends on number of exams each patient did) as well the interval between exams is different. How can I run lstm on this kind of data? (Where the sequence length is different)
How should I build the batch? Should each batch hold a patient time series data? Where do I put the target value?
LSTM seeks inputs having the same shape. Hence, you may first consider defining a sequence length and then padding the sequences whose lengths are less than the defined sequence length.
