Smart Care For Mothers And Babies: Leveraging Machine Learning For  Prenatal And Postnatal Health Insights

Swathi Krishna M.R; Devadharshini.P; Pooja.B; Suji Mohanisha.P

Volume 11, Issue 4 (April 2025)

Smart Care For Mothers And Babies: Leveraging Machine Learning For Prenatal And Postnatal Health Insights

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Volume 12 Issue 07

July 2026

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Author(s)

Swathi Krishna M.R Devadharshini.P Pooja.B Suji Mohanisha.P

Abstract

This Paper Presents A Novel ML-based System To Predict Maternal And Infant Health Risks Including Gestational Diabetes, Preeclampsia, And Postnatal Depression. Leveraging Random Forest And Gradient Boosting, Our Flask-based App Provides Real-time, Personalized Insights. Experimental Results Show Up To 92% Accuracy, Supporting Early Intervention And Improved Outcomes.

Keywords

Machine Learning (ML) Maternal Health Infant Growth Machine Learning Prenatal Care Postnatal Depression Predictive Analytics Healthcare Technology

Paper ID

IJSARTV11I4103415

Publication Date

April 30, 2025

Research Area

Biomedical Engineering

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