The Application of Convolutional Neural Network Combined with Fuzzy Algorithm in Colorectal Endoscopy for Tumor Assessment

Table 3

Risk of tumor. (a) Healthy: age/BMI; (b) age/CEA; (c) CEA/BMI.

(a) Healthy: age/BMI
BMI age (years)	0–20	15–40	30–50	40–60	50–70	60–85	Over 80
Underweight	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk
Normal weight	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk
Overweight	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk
Severe obesity	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk
Morbid obesity	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk
Super obesity	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk
(b) Healthy: age/CEA
CEA age (years)	0–20	15–40	30–50	40–60	50–70	60–85	Over 80
Normal	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk
Smoker	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk
Abnormal	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk	Low risk
(c) Healthy: CEA/BMI
BMI age		Normal		Smoker		Abnormal
Underweight		Low risk		Low risk		Low risk
Normal weight		Low risk		Low risk		Low risk
Overweight		Low risk		Low risk		Low risk
Severe obesity		Low risk		Low risk		Low risk
Morbid obesity		Low risk		Low risk		Low risk
Super obesity		Low risk		Low risk		Low risk