钻研结果:DifferentiationofintestinaltuberculosisandCrohnsdiseasethroughanexplainablemachinelearningmethod
做家:翁福添,孟钰,卢放根,王玉莹,王玮玮,徐龙,程东升,朱建平*
发布期刊:ScientificReports(JCRQ1),
实质简介
该论文聚焦于消化内科中克罗恩病和肠结核的鉴识题目,提议一种可评释机械进修框架,对有用鉴识这两种疾病即知道机械进修何如做出展望具备紧要意义。
Abstract
Background:DifferentiationbetweenCrohn’sdiseaseandintestinaltuberculosisisdifficultbutcrucialformedicaldecisions.Thisstudyaimstodevelopaneffectiveframeworktodistinguishthesetwodiseasesthroughanexplainablemachinelearning(ML)model.Methods:Afterfeatureselection,atotalofninevariablesareextracted,includingintestinalsurgery,abdominal,bloodystool,PPD,knot,ESAT-6,CFP-10,intestinaldilatationand