Pregnosmart – An AI Powered Virtual Birth Companion to Transform Prenatal Care

Abstract

- The landscape of prenatal care is undergoing a transformative shift with the advent of Artificial Intelligence (AI). This paper outlines an innovative application – Pregnosmart. Pregnosmart is an AI pioneered virtual birth companion, which leverages cutting-edge machine learning (ML) algorithms and Generative AI to offer unparalleled support to pregnant individuals and their families during pregnancy. By blending predictive analytics with ML models, Pregnosmart’s core sub tool, Pregnoforecast, empowers users with predictions related to 8 crucial measures such as infections during pregnancy, newborn health indicators, gestational diabetes, and hypertension. Also, with the use of Generative AI, Pregnocompass, provides tailored day-to-day calendars based on pregnancy measures and Pregnosage, leveraging Retrieval Augmented Generation (RAG) provides an AI driven chatbot which addresses pregnancy related queries and provides enhanced contexts based on pregnancy measures and finally Pregnopedia, acts as a centralized data repository which automatically extracts and stores comprehensive pregnancy information using Natural Language Processing (NLP) and machine reasoning techniques. Together using all sub tools, Pregnosmart emerges as a holistic and intelligent solution, reshaping the pregnancy experience by offering personalized care, informed decision-making and transformative support to users navigating the journey of pregnancy