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Establishment of an AI-Based Intrapartum Ultrasound System for Dystocia Prediction, Early Warning and Delivery Management Guidance

Establishment of an AI-Based Intrapartum Ultrasound System for Dystocia Prediction, Early Warning and Delivery Management Guidance

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600127970
Enrollment
Unknown
Registered
2026-07-10
Start date
2026-07-17
Completion date
Unknown
Last updated
2026-07-13

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Abnormal labor, also known as dystocia

Interventions

Intrapartum Ultrasound Group:None

Sponsors

The international peace maternity and child health hospital
Lead Sponsor

Eligibility

Sex/Gender
Female

Inclusion criteria

Inclusion criteria: 1. Single fetal head position; 2. Exclude contraindications for vaginal trial of labor; 3. First-time mothers; 4. Participants sign the informed consent form; 5. Approval by the hospital ethics committee;

Exclusion criteria

Exclusion criteria: 1. No intrapartum ultrasound examination was conducted; 2. Suffering from internal and surgical complications; 3. Obstetric complications; 4. Have a history of alcohol abuse and drug abuse; 5. Stillbirth or severe birth defects occur; 6. Postpartum women; 7. History of uterine surgery; 8. Malformations of the uterus or birth canal;

Design outcomes

Primary

MeasureTime frame
Fetal position;Angle of fetal head descent;Fetal head-perineal distance;Midline angle;Fetal head-symphysis distance;Progression distance;fetal head direction;Angle of pubic arch;Obstetric conjugate;Model performance evaluation indicators Accuracy rate, precision rate, sensitivity, specificity, positive predictive value, negative predictive value, F1 score, Area under the receiver operating characteristic curve AUC, Brier score, calibration curve, integrated discrimination improvement (IDI), net reclassification improvement Evaluation indicators such as NRI.;

Secondary

MeasureTime frame
Labor induction agents;Intrapartum BMI;Umbilical cord blood partial pressure of oxygen at delivery;Umbilical cord blood lactate at delivery;Gestational age at delivery;Electronic fetal monitoring;Umbilical cord blood pH at delivery;Maternal age;Umbilical cord blood base excess at delivery;Cervical dilatation;Status of membrane rupture;Uterine contraction intensity;Pre-pregnancy BMI;Birth weight of newborns;maternal height;mode of delivery;Apgar score;Labor analgesia;Estimated fetal weight;

Countries

China

Contacts

Public ContactGu Wei

The international peace maternity and child health hospital

krisgu70@163.com+86 21 62951378

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Jul 23, 2026