周一ldquo星rdquo视角_间质性肺疾病

本期胸小星将为大家带来深度学习诊断barrett食管以早期检测食管腺癌；成人结缔组织病相关的间质性肺病肺移植术后PGD风险，一起来看看吧！

Triage-drivendiagnosisofBarrett’sesophagusforearlydetectionofesophagealadenocarcinomausingdeeplearning

MarcelGehrung12,MireiaCrispin-Ortuzar1,AdamGBerman1,MariaODonovan34,RebeccaCFitzgerald#5,FlorianMarkowetz#6

1CancerResearchUKCambridgeInstitute,UniversityofCambridge,Cambridge,UK.

2TheAlanTuringInstitute,London,UK.

3MRCCancerUnit,UniversityofCambridge,Cambridge,UK.

4DepartmentofPathology,CambridgeUniversityHospitalsNHSTrust,Cambridge,UK.

5MRCCancerUnit,UniversityofCambridge,Cambridge,UK.RCF29

MRC-CU.cam.ac.uk.

6CancerResearchUKCambridgeInstitute,UniversityofCambridge,Cambridge,UK.florian.markowetz

cruk.cam.ac.uk.

#Contributedequally.

Abstract

Deeplearningmethodshavebeenshowntoachieveexcellentperformanceondiagnostictasks,buthowtooptimally