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For artificial intelligence-based medical software applications


MOGGE PAR-A score calculator (2021)
For risk stratification of women with PAS

This software was created based on a machine learning model that was created through a multicenter study including 11 centers from 9 countries. The model was designed to predict significant adverse outcomes in women with placenta accreta spectrum (PAS).

The software uses inputs from current pregnancy in women with PAS to predict probability of adverse outcomes (along with sensitivity and specificity of prediction) namely, risk of massive blood loss and admission to intensive care unit (ICU).

The original study was published in July 2021. The PAR-A score, calculated by this model, was validated through another multicenter study of 6 centers worldwide that was published in October 2021.

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  • Shazly SA, Anan MA, Makukhina TB, Melekoglu R, Ahmed FUA, Pinto PV, Takahashi H, Ahmed NB, Sayed EG, Elassall GM, Said AE, Fahmy MS, Dawyee DM, Penzhoyan GA, Amirkhanyan AM, Yılmaz E, Celik NZ, Aziz H, Akhter T, Ambreen A, Abdelbadie AS. Placenta accreta risk-antepartum score in predicting clinical outcomes of placenta accreta spectrum: A multicenter validation study. Int J Gynaecol Obstet. 2021 Oct 21. doi: 10.1002/ijgo.13993. Epub ahead of print. PMID: 34674270.

  • Shazly SA, Hortu I, Shih JC, Melekoglu R, Fan S, Ahmed FU, Karaman E, Fatkullin I, Pinto PV, Irianti S, Tochie JN. Prediction of clinical outcomes in women with placenta accreta spectrum using machine learning models: an international multicenter study. The Journal of Maternal-Fetal & Neonatal Medicine. 2021 Jul 7:1-0.

MCOG ECISS calculator (2023)
For risk stratification and management planning of women with endometrial cancer

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Coming soon...

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