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Using artificial intelligence and multimodal MRI to construct a system for predicting the efficacy of preoperative chemoradiotherapy for rectal cancer

Using artificial intelligence and multimodal MRI to construct a system for predicting the efficacy of preoperative chemoradiotherapy for rectal cancer

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2100048015
Enrollment
Unknown
Registered
2021-06-28
Start date
2021-07-01
Completion date
Unknown
Last updated
2022-03-07

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

Conditions

Rectal Cancer

Interventions

Gold Standard:Clinical outcome

Sponsors

Beijing Cancer Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 100 Years

Inclusion criteria

Inclusion criteria: 1. Aged over 18 years; 2. An Eastern Cooperative Oncology Group (ECOG) performance status of 0–1; 3. Pre-treatment magnetic resonance (MR) examination (including a T2-weighted [T2W] sequence); 4. Clinical stage T3 to T4, or any stage T and N+ tumors without distant metastasis (based on the 7th edition of the American Joint Committee on Cancer); 5. Histologically confirmed rectal adenocarcinoma with biopsy sample; 6. Preoperative chemoradiotherapy and radical surgery in Beijing Cancer Hospital; 7. Long-term (>2 years) follow-up in case of patients underwent radical surgery; 8. Long-term (>2 years) follow-up in case of a wait-and-see program for those with clinical complete response(cCR) and the reference criteria for assessment of cCR included the Sao Paulo Schema, European Society for Medical Oncology (ESMO) Schema, and Memorial Sloan Kettering Regression Schema.

Exclusion criteria

Exclusion criteria: 1. Second malignancies; 2. Patients lost to follow-up; 3. Poor-quality of MRI images or incomplete data; 4. Recurrent rectal cancer; 5. History of pelvic radiation.

Design outcomes

Primary

MeasureTime frame
Tumor Regression Grade(TRG);

Secondary

MeasureTime frame
ypT,ypN;Disease Free Survival(DFS);

Countries

China

Contacts

Public ContactWang Weihu

Cancer Hospital of Beijing University

wangweihu88@163.com+86 10 88196087

Outcome results

None listed

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