This tool is intended as a scientific resource for research, and for research only. It is not intended to predict individual infant outcomes. Please note that these predictions are formulated based on data about a group of individuals, while actual care decisions are taken individually on a single patient and may involve other factors beyond the ones used by this predictor.


Compile the form below to obtain a prediction from the system. Some usage advice:

  • Birth Weight is expressed in grams (200-4000);
  • Gestational Age is expressed in weeks (21-40);
  • Apgar Scores range from 0 to 10.
The fields above are the only ones mandatory to obtain a prediction from the system; all missing values will be imputed by substituting them with the most frequent value in our training data.





Computational Intelligence and Machine Learning Group, Pisa

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CS Dept.

Department of Computer Science, University of Pisa

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Github Repo

Github Repository of the code accompanying the article

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Nature's Scientific Reports Homepage.