Do Women Know Their Prepregnancy Weight?

Diana M ThomasEmily OkenSheryl L Rifas-ShimanMartha Téllez-RojoAllan JustKatherine SvenssonAndrea L DeierleinPaula C Chandler-LaneyRichard C MillerChristopher McNamaraSuzanne PhelanShaw YoshitaniNancy F Butte Leanne Maree Redman

Published in: Obesity (Silver Spring, Md.) (2019)

The developed model provides an alternative to determine prepregnancy weight in populations receiving routine health care that may not have accurate knowledge of prepregnancy weight. The software can identify misreporting and classification into incorrect gestational weight gain categories.

Keyphrases

weight gain
body mass index
healthcare
birth weight
weight loss
machine learning
deep learning
physical activity
clinical practice
pregnant women
pregnancy outcomes
adipose tissue
metabolic syndrome
skeletal muscle
social media
health insurance
cervical cancer screening