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PROM Time

Prognostic Prediction for Prelabor Rupture of Membranes (PROM) and the Time of Delivery

This web application is intended to predict PROM before the end of pregnancy (prognostication) and the time of delivery using medical history. All 12-to-55-years-old females are eligible for this prediction. An example is available for demo.




Information for a clinician

References

Herdiantri Sufriyana, Yu-Wei Wu, Emily Chia-Yu Su. Human-guided deep learning with ante-hoc explainability by convolutional network from non-image data for pregnancy prognostication. Neural Networks 2023 May:162:99-116. doi: 10.1016/j.neunet.2023.02.020 PMID: 36898257

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Predict

Choose a comma-separated value (CSV) file.

The first row should be a column header. The first and second columns are respectively an admission date (yyyy-mm-dd) and a code of International Classification of Disease Tenth version (ICD-10). This is a medical history from a subject only. Please kindly wait the processing for approximately 5 minutes after starting to predict. For re-prediction, it will take approximately 30 seconds.

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