Treffer: Construction of an intelligent system for prevention and treatment of colorectal cancer basing on big data analysis and deep learning model
Title:
Construction of an intelligent system for prevention and treatment of colorectal cancer basing on big data analysis and deep learning model
Authors:
Publisher Information:
Huzhou Central Hospital, 2020.
Publication Year:
2020
Document Type:
Report
Report
Language:
English
Health Condition(s) or Problem(s) studied:
Colorectal cancer
Interventions:
Gold Standard:Pathological diagnosis;Index test:Construction of colorectal cancer genomics artificial intelligence system basing on deep learning model
Key inclusion & exclusion criteria:
Exclusion criteria: 1. Patients with other malignant tumors; 2. Patients with severe cardiopulmonary disease; 3. The patients had the use history of antibiotics, hormones or intestinal flora preparation 3 months before admission; 4. Patients with severe diarrhea or constipation.
Inclusion criteria: 1. Patients diagnosed as colorectal cancer by colonoscopy biopsy; 2. Patients or their agents sign informed consent.
Inclusion criteria: 1. Patients diagnosed as colorectal cancer by colonoscopy biopsy; 2. Patients or their agents sign informed consent.
Primary Outcomes:
Gene expression;SEN, SPE, ACC, AUC of ROC
Recruitment Status:
Pending
Study Design:
Factorial
Study Type:
Diagnostic test
Target Sample Size:
Target condition:500;Difficult condition:500
Accession Number:
edsict.ChiCTR2000033893
Database:
International Clinical Trials Registry Platform ICTRP