Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansPremature BirthFemalePregnancyAlgorithms
Exploring the Joint Effect of Resampling Techniques and Cross-Validation for Preterm Birth Prediction.
Anelya Alimgozhina, Muhammad Tahir Akhtar
Published: 202510.1109/EMBC58623.2025.11254908
Abstract
Imbalanced datasets are common in real-world classification problems, such as predicting premature birth. Many machine learning algorithms, designed for balanced data, may produce biased predictions when applied to imbalanced datasets. In preterm bir…
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