Deep learning predicts tumor radiosensitivity from H&E images of HNSCC xenograft models

被引：0

作者：

Ouadah, Cylia ^{[1
,2
,3
]}

Michlikova, Sona ^{[1
,2
,3
]}

Zwanenburg, Alex ^{[1
,2
,4
,5
,6
,7
,8
,9
]}

Yakimovich, Artur ^{[10
,11
]}

Borgeaud, Nathalie ^{[1
,2
,4
,5
]}

Koi, Lydia ^{[1
,2
,3
]}

Khan, Safayat Mahmud ^{[12
,13
,14
]}

Besso, Maria Jose ^{[12
,13
,14
]}

Kurth, Ina ^{[12
,13
,14
,15
]}

Dietrich, Antje ^{[1
,2
,4
,5
]}

Krause, Mechthild ^{[1
,2
,4
,5
,8
,16
]}

Loeck, Steffen ^{[1
,2
,4
,5
,8
,16
]}

机构：

[1] Tech Univ Dresden, Helmholtz Zentrum Dresden Rossendorf, Fac Med, OncoRay Natl Ctr Radiat Res Oncol, Dresden, Germany

[2] Tech Univ Dresden, Helmholtz Zentrum Dresden Rossendorf, Univ Hosp Carl Gustav Carus, Dresden, Germany

[3] Helmholtz Zentrum Dresden Rossendorf, Inst Radiooncol OncoRay, Dresden, Germany

[4] German Canc Consortium DKTK, Partner Site, Dresden, Germany

[5] German Canc Res Ctr, Heidelberg, Germany

[6] Natl Ctr Tumor Dis NCT, Partner Site Dresden, Dresden, Germany

[7] Tech Univ Dresden, Fac Med, Dresden, Germany

[8] Tech Univ Dresden, Univ Hosp Carl Gustav Carus, Dresden, Germany

[9] Helmholtz Zentrum Dresden Rossendorf HZDR, Helmholtz Assoc, Dresden, Germany

[10] Helmholtz Zentrum Dresden Rossendorf HZDR, Ctr Adv Syst Understanding CASUS, Gorlitz, Germany

[11] UCL, Div Med, Dept Renal Med, BIIG,Royal Free Hosp Campus, London, England

[12] German Canc Res Ctr, Div Radiooncol Radiobiol, Heidelberg, Germany

[13] Heidelberg Inst Radiat Oncol HIRO, Heidelberg, Germany

[14] Natl Ctr Radiat Res Oncol NCRO, Heidelberg, Germany

[15] German Canc Consortium DKTK, DKFZ, Core Ctr Heidelberg, Heidelberg, Germany

[16] Tech Univ Dresden, Dept Radiotherapy & Radiat Oncol, Fac Med, Dresden, Germany

来源：

关键词：

radiosensitivity; CNN; histopathology; COMBINED RADIOTHERAPY; EGFR-INHIBITION;

D O I：

暂无

中图分类号：

R73 [肿瘤学];

学科分类号：

100214 ;

摘要：

440

引用

页码：S5329 / S5333

页数：6