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It is Internship program having the objective of developing a multiclass classification model for the prediction of post partum hemorrhage causes in Ethiopia

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Addis Ababa University

School of Information Science

Master of Science Degree in Public Health Data Science

Data Science Internship Program

Degarege Nibret

Sep/2024

The objective of the project
General objective
The primary objective of this analysis was to apply machine learning techniques to classify the causes of postpartum hemorrhage in Ethiopia.

Specific objectives

  1. Identify the primary causes of PPH (uterine atony, trauma, retained tissue, and thrombin disorders) based on available clinical data.
  2. Assess the performance of various machine learning algorithms in distinguishing between these causes.

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