A Bidirectional Study of Individualized Postoperative Adjuvant Treatment Decision Model for Locally Advanced Head and Neck Squamous Cell Carcinoma Based on Multimodal Dynamic Data
Enrolling by invitation
Conditions studied: Deep Learning, Head & Neck Squamous Cell Carcinoma
In brief
Based on multimodal data, the investigators establish a dynamic deep learning model to conduct prognostic risk assessment for patients and recommend the 'most suitable' treatment/follow-up regimen after radical treatment, assisting clinicians in improving homogenized evaluation levels and achieving individualized precision therapy, thereby providing scientific evidence for the currently widely debated selection of postoperative adjuvant therapy in locally advanced head and neck squamous cell carcinoma patients.
Key facts
- Study ID
- NCT07532928
- Run by
- Nanfang Hospital, Southern Medical University
- People needed
- 571
- Starts
- 2025-08-15
- Expected to finish
- 2028-12-01
- Last updated by the study team
- 2026-07-20
Who can join
Age: 18 and older. Sex: any. Healthy volunteers: not accepted.
You may qualify if…
- Age >= 18 years.
- Patients diagnosed and treated at Nanfang Hospital, Southern Medical University or its cooperative hospitals between January 2017 and December 2025.
- Patients who either seek medical treatment after June 2022 or sought medical treatment before that but have not lost contact with the hospital for more than 1 year are required to sign the informed consent form voluntarily.
- Newly diagnosed head and neck squamous cell carcinoma (HNSCC) confirmed by histopathology.
- Locally advanced disease without distant metastasis.
- Complete clinical data (including patient demographics, tumor characteristics, treatment details, and prognostic variables).
- Availability of MRI, CT, or PET-CT images before and after radical treatment.
You may not qualify if…
- History of or coexisting secondary malignancies.
- Lack of definitive radical treatment.
- Absence of baseline or follow-up imaging (MRI/CT/PET-CT).
- Investigator-determined unsuitability for study participation.
Where it is running
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University — Guangzhou, China
Full record on ClinicalTrials.gov
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