重心团队在穿插学科协商上取患了打破性发达
——协商成就在Nature子刊ScientificReports发布
成就简介题目: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),不日,厦门大学医学院、治理学院、安康养息大数据国度协商院、数据开采协商重心团队,病院消化内科团队,在Nature出书团体的期刊ScientificReports(JCRQ1)线上注销了题为“DifferentiationofintestinaltuberculosisandCrohnsdiseasethroughanexplainablemachinelearningmethod”的论文。该论文聚焦于消化内科中克罗恩病和肠结核的辨别题目,提议一种可表明机械进修框架,对灵验辨别这两种疾病即明白机械进修何如做出推断具备主要意义。论文实质请观察此文底部“赏玩原文”。
AbstractBackground:DifferentiationbetweenCrohn’sdiseaseandintestinaltuberculosisisdifficultbutcrucialformedicaldecisions.Thisstudyaimstodevelopaneffectiveframeworktodistinguishthesetwodiseasesthroughanexplainablemachinelearning(ML)model.Methods:Afterfeatureselection,atotalofninevariablesareextracted,includingintestinalsurgery,abdominal,bloodystool,PPD,knot,ESAT-6,CFP-10,intestinaldilatationand