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Digital Phenotyping of Psychological Distress in Skin Cancer Patients

NCT07670403 · Status: COMPLETED · Type: OBSERVATIONAL · Enrollment: 500

Last updated 2026-06-26

No results posted yet for this study

Summary

This prospective observational study enrolls 500 skin cancer patients across five Chinese tertiary care centers. The investigators use natural language processing and a hierarchical transformer model to analyse 1.2 million social media posts (Weibo, Douyin, Xiaohongshu, WeChat) for psychological distress and suicide ideation, with prospective validation of an AI Early Warning System.

Conditions

  • Skin Cancer
  • Melanoma (Skin Cancer)
  • Squamous Cell Carcinoma Head and Neck Cancer (HNSCC)
  • Basal Cell Carcinoma of Skin

Sponsors & Collaborators

  • West China Hospital

    lead OTHER

Eligibility

Min Age
18 Years
Max Age
80 Years
Sex
ALL
Healthy Volunteers
No

Timeline & Regulatory

Start
2024-01-01
Primary Completion
2025-12-30
Completion
2026-06-01

Countries

  • China

Study Locations

More Related Trials

Entities

Diseases

Read the full study record

This page highlights key information. For complete eligibility criteria, study locations, investigator contacts, and the full protocol, visit the original record on ClinicalTrials.gov.

View NCT07670403 on ClinicalTrials.gov