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Study on Intraoperative Intelligent Diagnosis of Oral Squamous Cell Carcinoma Resection Margins Based on Gram Field Image Enhancement and Convolutional Neural Network: Model Construction, Internal Validation and Prospective Controlled Clinical Trial

Study on Intraoperative Intelligent Diagnosis of Oral Squamous Cell Carcinoma Resection Margins Based on Gram Field Image Enhancement and Convolutional Neural Network: Model Construction, Internal Validation and Prospective Controlled Clinical Trial

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600132407
Enrollment
Unknown
Registered
2026-09-14
Start date
2026-09-15
Completion date
Unknown
Last updated
2026-09-21

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

Conditions

Oral Squamous Cell Carcinoma

Interventions

Gold Standard:Pathological results of paraffin sections

Sponsors

The Affiliated Stomatological Hospital of GuangXi Medical University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1.Preoperatively confirmed as oral squamous cell carcinoma (OSCC) by pathological biopsy and scheduled for surgical resection. 2.Aged >= 18 years old, with no restriction on gender. 3.No severe organic diseases of the heart, liver, kidney, hematological system or other vital organs. 4.No severe intraoral infection, ulceration or foreign bodies. 5.Voluntarily participate in this study and sign the informed consent form.

Exclusion criteria

Exclusion criteria: 1.Combined with other malignant tumors or metastatic tumors; 2.Previous history of oral surgery, or prior anti-tumor treatments such as radiotherapy, chemotherapy and immunotherapy; 3.Refusal to sign the informed consent form.

Design outcomes

Primary

MeasureTime frame
Diagnostic accuracy;—

Secondary

MeasureTime frame
Assay time;—

Countries

China

Contacts

Public ContactQiumiao Chen

The Affiliated Stomatological Hospital of GuangXi Medical University

754771601@qq.com+86 771 5358857

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Sep 27, 2026