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Author

Ela Salasifah

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Review Open access Aug 2026

Machine Learning-Based Prediction of First-Trimester Preeclampsia: A Systematic Literature Review

Background: Machine learning (ML) has emerged as a promising approach for the early prediction of preeclampsia, enabling timely intervention during pregnancy. However, evidence regarding the performance and generalizability of ML models remains fragmented.Objective: This systematic literature review aimed to synthesize...

Diani Fadmi Putri, Ela Salasifah · 0 citations
Review Open access Jul 2026

Determinants of Public Health Behavior Based on the Health Belief Model: A Systematic Review

Across diverse public health behaviors, self-efficacy emerged as one of the most recurrent positive determinants, and cues to action were significant in 8 of 12 studies that operationalized the construct and positive associations were shown by perceived benefits in 8 of 14 studies.

Ela Salasifah, Diani Fadmi Putri, Fanny Kartika Fajriyani · 0 citations

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