AI-Driven Cancer Diagnosis and Prediction With EHR

Summary

This is a multi-center, clinical study designed to evaluate the application and effectiveness of an AI-assisted predictive model for identifying and diagnosing cancer, leveraging multimodal health data.

Eligibility

Inclusion Criteria:

1、Patients with comprehensive electronic health records (EHRs), including medical history, laboratory test results, imaging data, and genetic data (if available).

2\. Individuals without severe cognitive impairments or conditions that would prevent them from providing informed consent or participating in the study.

3\. Parents or guardians must provide informed consent for minors, while adult participants must provide informed consent for themselves.

Exclusion Criteria:

1. Patients with incomplete or missing key electronic health record data or insufficient follow-up data.
2. Individuals with severe cognitive disorders or other terminal illnesses that would prevent meaningful participation.
3. Pregnant women (although pediatric cancers are being considered, pregnant women would be excluded for safety reasons).

Conditions2

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