PISASCORE

PISASCORE Prediction Tool

PISASCORE is a predictor, based on machine learning technologies, to estimate the survival of very preterm infants based on perinatal data.

We have released a easy-to-use webservice tool to compute PISASCORE on single samples and on sample batches.

PISASCORE Model Training

The code used to train the machine learning based predictor is maintained in the Github of my student Marco Podda.

Citation

If you find this code useful, please remember to cite:

Podda Marco, Bacciu Davide, Micheli Alessio, Bellu Roberto, Placidi Giulia, Gagliardi Luigi : A machine learning approach to estimating preterm infants survival: development of the Preterm Infants Survival Assessment (PISA) predictor. In: Nature Scientific Reports, 8 , 2018.