Clinical Trials Logo
  1. Home
  2. Pregnancy Complications
  3. NCT06314178

Assessing Demographic Biases in Deep Learning Model for Fetal Growth Estimation in Clinical Practice. Patients Eligible for Inclusion Are Women With a Gestational Age Between 24-42 Weeks Undergoing a Third-trimester Growth Scan. The Image Data From the Scan Are Used to Calculate Fetal Weight.

Pregnancy Complications Clinical Trial

Official title:
Assessing Demographic Biases in Deep Learning Model for Fetal Growth Estimation in Clinical Practice

Clinical Trial Summary

The goal of this observational study is to compare a new artificial intelligence (AI) feedback tool with the traditional method for estimating fetal weight during ultrasound scans on pregnant women between 24-42 weeks of gestation. The study aims to investigate the presence of demographic bias in the AI model. The demographic factors examined in the study include Body Mass Index (BMI), the number of births, fetal age, mother's age, fetal sex, and the presence of preeclampsia. Moreover, the study will compare the accuracy of the AI model and the Hadlock model, a fetal growth formula, in estimating fetal weight. Participants will have their ultrasound scans pseudonymized and securely stored on password-protected removable drives, ensuring their identity and privacy are maintained. Afterward, the ultrasound data will be sent to the Technical University of Denmark (DTU), where the AI model will analyze the images to estimate fetal weight.

Clinical Trial Description

n/a

Study Design

Related Conditions & MeSH terms

Clinical Trial Details
NCT number NCT06314178
Study type Observational
Source Copenhagen Academy for Medical Education and Simulation
Contact Julie Leth-Petersen
Phone +4526399590
Email julie.leth-petersen@regionh.dk
Status Not yet recruiting
Phase
Start date March 15, 2024
Completion date July 30, 2024
View Details
See also
  Status Clinical Trial Phase
Active, not recruiting NCT03249896 - Web/Smartphone-based Lifestyle Coaching Program in Pregnant Women With Gestational Diabetes N/A
Completed NCT06338254 - Efficacy of Percussion Massage Therapy Applied to the Lower Extremity on Pain, Edema in Pregnant Women N/A
Recruiting NCT04825093 - Vitamin D Supplementarion in Pregnant Women at Risk and COVID-19 N/A
Completed NCT04739462 - SMS Maama Project COVID-19 N/A
Recruiting NCT04519593 - ABSOLUTELY: A Temporary Uterine Blood Supply Occlusion for Laparoscopic Myomectomy in Patients With UTErine LeiomYoma N/A
Recruiting NCT03313024 - Berlin-Brandenburg Pregnancy Cohort
Active, not recruiting NCT02577536 - PregSource: Crowdsourcing to Understand Pregnancy
Not yet recruiting NCT06357962 - Semi-permanent Acupuncture Effect on Cervical Ripening N/A
Not yet recruiting NCT03661749 - Urinary Protein to Creatinine Ratio in Term Pregnant Women N/A
Completed NCT02970721 - Use of Psychotropic Medications Among Pregnant Women With Bipolar Disorder
Completed NCT02191774 - Medical Abortion up to 10 Weeks Gestation at Home
Completed NCT01322529 - Nulliparous Pregnancy Outcomes Study: Monitoring Mothers-to-be N/A
Completed NCT00678080 - Metformin Versus Insulin in Pregnant Women With Type 2 Diabetes N/A
Completed NCT00746551 - Intravenous Versus Oral Iron in Late Pregnancy: Results of Treatment Phase 4
Completed NCT00634530 - Impact of a Nutritional Intervention Program for Weight Control During Pregnancy N/A
Completed NCT00197561 - Partnership on Nutrition and HIV/AIDS Research in Tanzania: Exploratory Research Study on Selenium and HIV Infection Phase 3
Completed NCT05527327 - Pannus Retraction for Ultrasound Evaluation of the Obese Gravida: A Pilot Study N/A
Recruiting NCT05551078 - Thrombophilia Screening After Severe IUGR
Recruiting NCT03100084 - PREdelivery Placental Biomarkers- Pregnancy and Delivery Outcome
Recruiting NCT06250192 - Educational TOolS for Pregnant Women With Diabetes Mellitus. N/A