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The predictive and prognostic models of vascular access complications were constructed based on artificial intelligence and machine deep learning

The predictive and prognostic models of vascular access complications were constructed based on artificial intelligence and machine deep learning

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500095984
Enrollment
Unknown
Registered
2025-01-15
Start date
2025-02-01
Completion date
Unknown
Last updated
2025-01-27

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

Conditions

Arteriovenous fistula stenosis

Interventions

Gold Standard:The diagnostic criteria for arteriovenous fistula (AVF) stenosis are as follows: when the diameter of the affected blood vessel is less than 50% of the diameter of the adjacent normal bl
elevated venous pressure: abnormally high venous pressure during dialysis
swelling or pain in the arm: swelling or pain at the fistula site or in the arm
weakened or absent thrill and bruit: weakened thrill on palpation or absent bruit on auscultation. A diagnosis can be made if these conditions are met.
Index test:vessel diameter
blood flow volume

Sponsors

Chengdu Second People's Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 80 Years

Inclusion criteria

Inclusion criteria: 1. Age >=18 years and <=80 years; 2. Diagnosis of uremia and regular use of arteriovenous fistula for hemodialysis for more than 1 year; 3. Arteriovenous fistula stenosis with or without thrombosis occurred within 1 month; 4. The patients were regularly followed up for at least 3 months after surgery or interventional therapy.

Exclusion criteria

Exclusion criteria: 1.Age 80 years; 2. Patients with severe complications or mental disorders could not be treated with any operation or could not be followed up 3. Patients who refused to participate in the study

Design outcomes

Primary

MeasureTime frame
Vessel Diameter;age;sex;the year of arteriovenous fistula creation;the year of arteriovenous fistular loss;

Countries

China

Contacts

Public ContactJun Yin

Chengdu Second People's Hospital

Dr.YinJun@outlook.com+86 177 6121 2397

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026