Establishment of Tongue Image Database and Machine Learning Model for Malignant Tumors Diagnosis

University of Chinese Academy Sciences

Status

Completed

Conditions

Malignant Tumor

Treatments

Other: Tongue images, coating on the tongue and clinical data of patients with malignant tumors and healthy people will be collected.

Study type

Observational

Funder types

Other

Identifiers

NCT04793672

IRB-2019-56

Details and patient eligibility

About

The tongue images of malignant tumors and corresponding healthy people will be collected to establish the tongue image database. Deep learning will be carried out by computer and artificial intelligence to construct the early screening, diagnosis, prognosis and prognosis model of various malignant tumors based on tongue image for the diagnosis and treatment of malignant tumors.

Enrollment

4,100 patients

Sex

All

Ages

18 to 80 years old

Volunteers

Accepts Healthy Volunteers

Inclusion criteria

18≤age≤80
Histologically or cytologically confirmed malignant tumor
No prior chemotherapy, radiotherapy, biotherapy, immunotherapy or other anti-tumor treatment for malignant tumor
Subject volunteers to join the study, Signs informed consent, has good compliance and can cooperate with follow-up

Exclusion criteria

Two or more kinds of malignant tumors at the same time
Malignant tumor that has been treated by chemotherapy, radiotherapy, biotherapy, immunotherapy or other anti-tumor therapy
Subjects who had other factors that might force them to terminate the research ahead of time, such as the development of other severe disease (including mental disease) that required combined treatment, seriously abnormal laboratory examination value, and family or social factors that might affect the subject safety or experimental data collection, as judged by the researchers