Digital Medical Device Companion (MyIUS) for New Users of Intrauterine Systems: App Development Study.

Toeresin Karakoyun Hans-Peter Podhaisky Ann-Kathrin Frenz Gabriele Schuhmann-Giampieri Thaís Emy Ushikusa Daniel Schröder Michal Zvolanek Agnaldo Lopes da Silva Filho

Published in: JMIR medical informatics (2021)

By providing a meaningful estimation of bleeding patterns and allowing an individualized approach to counseling and discussions about contraceptive method choice, the MyIUS app offers a useful tool that may benefit both women and HCPs. Further work is needed to validate the performance of the prediction algorithm and MyIUS app in a real-world setting.

Keyphrases

machine learning
polycystic ovary syndrome
deep learning
decision making
hepatitis c virus