Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging

Yiwen Xu, Ahmed Hosny, Roman Zeleznik, Chintan Parmar, Thibaud Coroller, Idalid Franco, Raymond H. Mak, Hugo J. W. L. Aerts*

*Corresponding author for this work

Research output: Contribution to journal › Article › Academic › peer-review

Original languageEnglish
Pages (from-to)3266-3275
Number of pages10
JournalClinical Cancer Research
Volume25
Issue number11
DOIs
Publication statusPublished - 1 Jun 2019

Keywords

  • PATHOLOGICAL RESPONSE
  • NEURAL-NETWORKS
  • CLASSIFICATION
  • STATISTICS
  • CRITERIA
  • THERAPY
  • IMAGES
  • TUMORS

Cite this

Xu, Yiwen ; Hosny, Ahmed ; Zeleznik, Roman ; Parmar, Chintan ; Coroller, Thibaud ; Franco, Idalid ; Mak, Raymond H. ; Aerts, Hugo J. W. L. / Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging. In: Clinical Cancer Research. 2019 ; Vol. 25, No. 11. pp. 3266-3275.
@article{83373506ea664d5da60242cb665907f9,
title = "Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging",
keywords = "PATHOLOGICAL RESPONSE, NEURAL-NETWORKS, CLASSIFICATION, STATISTICS, CRITERIA, THERAPY, IMAGES, TUMORS",
author = "Yiwen Xu and Ahmed Hosny and Roman Zeleznik and Chintan Parmar and Thibaud Coroller and Idalid Franco and Mak, {Raymond H.} and Aerts, {Hugo J. W. L.}",
year = "2019",
month = "6",
day = "1",
doi = "10.1158/1078-0432.CCR-18-2495",
language = "English",
volume = "25",
pages = "3266--3275",
journal = "Clinical Cancer Research",
issn = "1078-0432",
publisher = "American Association for Cancer Research Inc.",
number = "11",

}

Xu, Y, Hosny, A, Zeleznik, R, Parmar, C, Coroller, T, Franco, I, Mak, RH & Aerts, HJWL 2019, 'Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging', Clinical Cancer Research, vol. 25, no. 11, pp. 3266-3275. https://doi.org/10.1158/1078-0432.CCR-18-2495

Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging. / Xu, Yiwen; Hosny, Ahmed; Zeleznik, Roman; Parmar, Chintan; Coroller, Thibaud; Franco, Idalid; Mak, Raymond H.; Aerts, Hugo J. W. L.

In: Clinical Cancer Research, Vol. 25, No. 11, 01.06.2019, p. 3266-3275.

Research output: Contribution to journal › Article › Academic › peer-review

TY - JOUR

T1 - Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging

AU - Xu, Yiwen

AU - Hosny, Ahmed

AU - Zeleznik, Roman

AU - Parmar, Chintan

AU - Coroller, Thibaud

AU - Franco, Idalid

AU - Mak, Raymond H.

AU - Aerts, Hugo J. W. L.

PY - 2019/6/1

Y1 - 2019/6/1

KW - PATHOLOGICAL RESPONSE

KW - NEURAL-NETWORKS

KW - CLASSIFICATION

KW - STATISTICS

KW - CRITERIA

KW - THERAPY

KW - IMAGES

KW - TUMORS

U2 - 10.1158/1078-0432.CCR-18-2495

DO - 10.1158/1078-0432.CCR-18-2495

M3 - Article

VL - 25

SP - 3266

EP - 3275

JO - Clinical Cancer Research

JF - Clinical Cancer Research

SN - 1078-0432

IS - 11

ER -

Xu Y, Hosny A, Zeleznik R, Parmar C, Coroller T, Franco I et al. Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging. Clinical Cancer Research. 2019 Jun 1;25(11):3266-3275. https://doi.org/10.1158/1078-0432.CCR-18-2495

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