Temporal Events Detector for Pregnancy Care (TED-PC): A rule-based algorithm to infer gestational age and delivery date from electronic health records of pregnant women with and without COVID-19.
Tianchu LyuChen LiangJihong LiuBerry CampbellPeiyin HungYi-Wen ShihNadia GhummanXiaoming Linull nullPublished in: PloS one (2022)
The algorithm shows excellent clinical validity in inferring gestational age and delivery dates, which supports multiple EHR cohorts on N3C studying the impact of COVID-19 on pregnancy.
Keyphrases
- gestational age
- preterm birth
- electronic health record
- coronavirus disease
- birth weight
- sars cov
- machine learning
- clinical decision support
- deep learning
- adverse drug
- healthcare
- palliative care
- pregnancy outcomes
- respiratory syndrome coronavirus
- pregnant women
- neural network
- quality improvement
- pain management
- magnetic resonance
- physical activity
- body mass index
- magnetic resonance imaging
- chronic pain
- image quality