MLD3 / FIDDLE

FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algorithms. https://doi.org/10.1093/jamia/ocaa139

http://tiny.cc/get_FIDDLE

MLD3/FIDDLE Issues

hierarchical variables have a value of 1.0 for every time bin
Updated 7 months ago
TypeError: float() argument must be a string or a number, not 'NoneType' error during step 2-B) Transform time-dependent data
Closed a year ago2
Error when not discretizing MIMIC-III time-series data - TypeError: bad operand type for unary ~: 'float'
Updated 2 years ago2
Question <not an issue> Do you know of any work that calculated SOFA scores, and Sepsis onsets using the Fiddle pipeline?
Updated 2 years ago
Having trouble processing ICD codes
Updated 2 years ago10
Generating features for train and test data
Closed 2 years ago1
Pre-Filter ID Issue
Updated 2 years ago3
Mapping data between datasets
Updated 3 years ago
Questions about the functions make_float and is_numeric in helpers.py
Closed 3 years ago1