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

doi:10.1158/1078-0432.CCR-18-2495

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 language	English
Pages (from-to)	3266-3275
Number of pages	10
Journal	Clinical Cancer Research
Volume	25
Issue number	11
DOIs	https://doi.org/10.1158/1078-0432.CCR-18-2495
Publication status	Published - 1 Jun 2019

Keywords

PATHOLOGICAL RESPONSE
NEURAL-NETWORKS
CLASSIFICATION
STATISTICS
CRITERIA
THERAPY
IMAGES
TUMORS

Access to Document

10.1158/1078-0432.CCR-18-2495

Cite this

Xu, Y., Hosny, A., Zeleznik, R., Parmar, C., Coroller, T., Franco, I., Mak, R. H., & Aerts, H. J. W. L. (2019). Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging. Clinical Cancer Research, 25(11), 3266-3275. https://doi.org/10.1158/1078-0432.CCR-18-2495

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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 = jun,

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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

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

M3 - Article

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SP - 3266

EP - 3275

JO - Clinical Cancer Research

JF - Clinical Cancer Research

SN - 1078-0432

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