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Assessment of the severity of acute intussusception in children using Vision Transformer deep learning based on ultrasound images: a multicenter bidirectional cohort study

Assessment of the severity of acute intussusception in children using Vision Transformer deep learning based on ultrasound images: a multicenter bidirectional cohort study

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
ChiCTR
Registry ID
ChiCTR2500098673
Enrollment
Unknown
Registered
2025-03-12
Start date
2025-03-19
Completion date
Unknown
Last updated
2025-03-17

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

Conditions

Intussusception in children

Interventions

Prospective comparison of performance groups using AI assistance among 120 volunteers between March 2025 and June 2025 for junior, senior, and AI doctors (virtual doctors in this model):None
Training and validation sets for AI model construction:None

Sponsors

Yijishan Hospital of Wannan Medical College
Lead Sponsor

Eligibility

Sex/Gender
All
Age
0.2 Years to 14 Years

Inclusion criteria

Inclusion criteria: Case data of acute intussusception in children aged 0-14 admitted to 14 hospitals including the First Affiliated Hospital of Wannan Medical College (Yijishan Hospital), Hubei Maternal and Child Health Hospital (Hubei Women and Children's Hospital), Guangxi Zhuang Autonomous Region Maternal and Child Health Hospital, Wuhan Children's Hospital, Qingdao University Affiliated Hospital, Qingdao Women and Children's Hospital, Shandong University Affiliated Children's Hospital (Jinan Children's Hospital), Liaocheng People's Hospital in Shandong Province, Baoji Maternal and Child Health Hospital in Shaanxi Province, Anhui Children's Hospital, Huaibei Maternal and Child Health Hospital in Anhui Province, Fuyang Women and Children's Hospital in Anhui Province, Anhui North Coal and Electricity Group General Hospital Co., Ltd. in Anhui Province, and Bozhou People's Hospital in Anhui Province from December 2021 to October 226. Inclusion criteria: (1) The admission diagnosis is intussusception, and clinical data is available. (2) Children of all age groups. (3) Clearly state the treatment method and efficacy.

Exclusion criteria

Exclusion criteria: (1) An unclear diagnosis of intussusception has not been made. (2) Clinical data is difficult to obtain. (3) Preoperatively identified as a patient with secondary intussusception.

Design outcomes

Primary

MeasureTime frame
The diagnostic performance of AI prediction models;

Secondary

MeasureTime frame
The difference between AI prediction models and the diagnostic accuracy of doctors at different levels;

Countries

China

Contacts

Public ContactLiu jie

Yijishan Hospital of Wannan Medical College

liujie19842020@163.com+86 139 6515 0287

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Jul 12, 2026