Incremental machine learning model for fetal health risk prediction

V Chandrika, S Surendran - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
One of the significant health problems around the globe is associated with neonatal mortality
or morbidity and disability in later life. The primary cause of neonatal death is preterm labor …

An Incremental Naive Bayes Learner for Real-time Health Prediction

D Appasani, CS Bokkisam, S Surendran - Procedia Computer Science, 2024 - Elsevier
Healthcare monitoring systems have improved with the Internet of Things and machine
learning prediction models. Traditional batch machine-learning approaches cannot …

Fetal Heart Ultrasound Image Enhancement and Anatomical Feature Recognition via GAN and GradCAM

S Saju, S Harikumar, S Surendran… - 2024 15th International …, 2024 - ieeexplore.ieee.org
Ultrasound, an essential component of effective prenatal care, is a primary source of
valuable information concerning fetal health and development. This study presents a novel …

Machine Learning Algorithm for Maternal Health Risk Classification with SMOTE and Explainable AI

BU Maheswari, A Dixit, AK Karn - 2024 IEEE 9th International …, 2024 - ieeexplore.ieee.org
Targeted obstetric care refers to being specific with the caretaking of a pregnant woman
based on her symptoms and risk levels. It is a crucial task because pregnancy-related …

Optimizing Prenatal Care with a Hybrid Model for Fetal Health

RS Sucheth, P Jaidev, L Pranay… - 2024 15th …, 2024 - ieeexplore.ieee.org
Fetal health classification involves assessing the wellbeing of a developing fetus. It is vital
for early detection of risks, prevention of complications, optimizing prenatal care, reducing …

Impact of Artificial Intelligence in Managing Complications in Pregnancy and Childbirth

PD Muthusamy, GB Raja, T Sathya… - … Artificial Intelligence and …, 2023 - igi-global.com
Artificial intelligence is extensively used in the majority of research fields, including health
and medicine. Emotional concerns, such as dread, stress, or sadness, for example, might …

Early Detection of Down Syndrome Through Ultrasound Imaging Using Deep Learning Strategies—A Review

V Bs, SC Madamanchi… - 2024 Second International …, 2024 - ieeexplore.ieee.org
Another name for Down syndrome is Trisomy 21, which is a complex chromosomal disorder
that poses a substantial challenge in prenatal care due to its widespread prevalence. An …

Maternal Health Risk Analysis and Classification Using Random Forest Model with Hyperparameter Tuning

A Subhashini, K Nataraju, SS Rani, PK Raju - International Conference on …, 2023 - Springer
The health of moms is an important part of public health because it affects both their own
health and the health of their children in the long run. Assessing the health risk of a mother …

[PDF][PDF] Advancements in AI-Powered Personalized Pregnancy Care: A Comprehensive Review

DG Takale, V Samant, S Samant, S Ubhad, S Patil… - researchgate.net
A comprehensive review of recent challenges faced by pregnant women and how Artificial
intelligence can use to overcome these challenges is provided in this paper. In this paper …