Tilekbek Zhoroev

College of Sciences

Works (2)

Updated: September 4th, 2024 05:02

2024 journal article

Data-Driven Insights into Labor Progression with Gaussian Processes

BIOENGINEERING-BASEL, 11(1).

By: T. Zhoroev n, E. Hamilton * & P. Warrick *

author keywords: labor; obstetrics; cardiotocography; electronic fetal monitoring; biomedical signals; signal processing; gaussian processes
topics (OpenAlex): Maternal and Perinatal Health Interventions; Pelvic floor disorders treatments; Pelvic and Acetabular Injuries
TL;DR: A novel Gaussian process model of labor progress is presented, suitable for real-time use, that predicts cervical dilation and fetal station based on clinically relevant predictors available from the pelvic exam and cardiotocography and is more accurate than two separate models with single predictions. (via Semantic Scholar)
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UN Sustainable Development Goal Categories
5. Gender Equality (Web of Science)
8. Decent Work and Economic Growth (OpenAlex)
Source: Web Of Science
Added: February 12, 2024

2024 journal article

New labor curves of dilation and station to improve the accuracy of predicting labor progress

AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY, 231(1), 1–18.

By: E. Hamilton *, T. Zhoroev n, P. Warrick *, A. Tarca *, T. Garite *, A. Caughey *, J. Melillo*, M. Prasad* ...

author keywords: artificial intelligence; cervical dilation; dystocia; epidural anesthesia; failure to progress in labor; fetal descent; multifactor; multi- variable; labor disorders; labor progression; machine learning; mixed- effects; partogram; prediction error; rupture of membranes; station; Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD)
topics (OpenAlex): Maternal and Perinatal Health Interventions; Pelvic and Acetabular Injuries; Pregnancy-related medical research
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
8. Decent Work and Economic Growth (OpenAlex)
Source: Web Of Science
Added: September 3, 2024

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