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A Multimodal Time-series Foundation Model for Lifespan Fetal Health Assessment: A Multicenter Study from Prenatal Screening to Childhood Risk Prediction and Edge Deployment

A Multimodal Time-series Foundation Model for Lifespan Fetal Health Assessment: A Multicenter Study from Prenatal Screening to Childhood Risk Prediction and Edge Deployment

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600128055
Enrollment
Unknown
Registered
2026-07-13
Start date
2026-07-20
Completion date
Unknown
Last updated
2026-07-20

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

Conditions

Diseases of Fetuses, Newborns and Children

Interventions

Gold Standard:For specific research diseases, the diagnostic criteria based on the latest expert consensus or guidelines shall serve as the gold standard. Indicators related to clinical outcomes take
Index test:General Obstetrics Temporal Base Model

Sponsors

The first affiliated hospital of anhui medical university
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: 1. Having registered at our hospital and completed regular prenatal check-ups, with a complete record of full-cycle fetal ultrasound exams; 2. All the original images or video data of the above ultrasounds can be fully traced and exported from the PACS system, in formats including but not limited to DICOM and JPG; 3. Having detailed and complete records of the newborn's birth and at least the outcomes up to discharge.

Exclusion criteria

Exclusion criteria: 1.Cases of one fetal death in multiple pregnancies (sIUFD); 2.Cases with missing key clinical outcome variables.

Design outcomes

Primary

MeasureTime frame
Area Under the Receiver Operating Characteristic Curve (AUC-ROC);Precision / Positive Predictive Value (PPV);Specificity / True Negative Rate (TNR);Radiomic features;Accuracy(ACC);Sensitivity / Recall / True Positive Rate (TPR);Negative predictive value (NPV);

Secondary

MeasureTime frame
Clinical medical history information;Demographic Information;Laboratory indicators;

Countries

China

Contacts

Public ContactChunguang Han

The first affiliated hospital of anhui medical university

dr_hanchunguang@163.com+86 551 6292 3764

Outcome results

None listed

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