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Mezigebu Lule Ayalew on Muck Rack

Mezigebu Lule Ayalew

As seen in: Nature
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Articles

Predicting utilization of emergency contraceptives in ethiopia and identifying its predictors using machine learning

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By Muluken Belachew Mengistie, Abraham Keffale Mengistu, Sefefe Birhanu Tizie, Ayenew Sisay Gebeyew, Aynadis Worku Shimie, Eshete Derb Emiru, Wubete Lule Ayalew, Gizaw Hailiye Teferi, Mezigebu Lule Ayalew
| Nature Verified
Abstract Despite policy support, inappropriate use of emergency contraception in Ethiopia contributes to high rates of unintended pregnancy and maternal mortality. Traditional statistical analyses have struggled to identify complex predictors. This study used machine learning and Explainable AI to improve the prediction and interpretability of emergency contraception use. We analyzed data from 2,334 women in the PMA Ethiopia 2023 survey.
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