Application of Deep Learning to Pancreatic Cancer Detection: Lessons Learned From Our Initial Experience

Linda C. Chu; Seyoun Park; Satomi Kawamoto; Yan Wang; Yuyin Zhou; Wei Shen; Zhuotun Zhu; Yingda Xia; Lingxi Xie; Fengze Liu; Qihang Yu; Daniel F. Fouladi; Shahab Shayesteh; Eva Zinreich; Jefferson S. Graves; Karen M. Horton; Alan L. Yuille; Ralph H. Hruban; Kenneth W. Kinzler; Bert Vogelstein; Elliot K. Fishman

doi:10.1016/j.jacr.2019.05.034

Application of Deep Learning to Pancreatic Cancer Detection: Lessons Learned From Our Initial Experience

Linda C. Chu^*
, Seyoun Park
, Satomi Kawamoto
, Yan Wang
, Yuyin Zhou
, Wei Shen
, Zhuotun Zhu
, Yingda Xia
, Lingxi Xie
, Fengze Liu
, Qihang Yu
, Daniel F. Fouladi
, Shahab Shayesteh
, Eva Zinreich
, Jefferson S. Graves
, Karen M. Horton
, Alan L. Yuille
, Ralph H. Hruban
, Kenneth W. Kinzler
, Bert Vogelstein

Elliot K. Fishman

^*Corresponding author for this work

Johns Hopkins University

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

84 Scopus citations

Original language	English
Pages (from-to)	1338-1342
Number of pages	5
Journal	Journal of the American College of Radiology
Volume	16
Issue number	9
DOIs	https://doi.org/10.1016/j.jacr.2019.05.034
State	Published - Sep 2019
Externally published	Yes

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This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

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10.1016/j.jacr.2019.05.034

Cite this

Chu, L. C., Park, S., Kawamoto, S., Wang, Y., Zhou, Y., Shen, W., Zhu, Z., Xia, Y., Xie, L., Liu, F., Yu, Q., Fouladi, D. F., Shayesteh, S., Zinreich, E., Graves, J. S., Horton, K. M., Yuille, A. L., Hruban, R. H., Kinzler, K. W., ... Fishman, E. K. (2019). Application of Deep Learning to Pancreatic Cancer Detection: Lessons Learned From Our Initial Experience. Journal of the American College of Radiology, 16(9), 1338-1342. https://doi.org/10.1016/j.jacr.2019.05.034

@article{81005500a5934ce4809f4e89ce139245,

title = "Application of Deep Learning to Pancreatic Cancer Detection: Lessons Learned From Our Initial Experience",

author = "Chu, \{Linda C.\} and Seyoun Park and Satomi Kawamoto and Yan Wang and Yuyin Zhou and Wei Shen and Zhuotun Zhu and Yingda Xia and Lingxi Xie and Fengze Liu and Qihang Yu and Fouladi, \{Daniel F.\} and Shahab Shayesteh and Eva Zinreich and Graves, \{Jefferson S.\} and Horton, \{Karen M.\} and Yuille, \{Alan L.\} and Hruban, \{Ralph H.\} and Kinzler, \{Kenneth W.\} and Bert Vogelstein and Fishman, \{Elliot K.\}",

year = "2019",

month = sep,

doi = "10.1016/j.jacr.2019.05.034",

language = "英语",

volume = "16",

pages = "1338--1342",

journal = "Journal of the American College of Radiology",

issn = "1546-1440",

publisher = "Elsevier B.V.",

number = "9",

}

Chu, LC, Park, S, Kawamoto, S, Wang, Y, Zhou, Y, Shen, W, Zhu, Z, Xia, Y, Xie, L, Liu, F, Yu, Q, Fouladi, DF, Shayesteh, S, Zinreich, E, Graves, JS, Horton, KM, Yuille, AL, Hruban, RH, Kinzler, KW, Vogelstein, B & Fishman, EK 2019, 'Application of Deep Learning to Pancreatic Cancer Detection: Lessons Learned From Our Initial Experience', Journal of the American College of Radiology, vol. 16, no. 9, pp. 1338-1342. https://doi.org/10.1016/j.jacr.2019.05.034

TY - JOUR

T1 - Application of Deep Learning to Pancreatic Cancer Detection

T2 - Lessons Learned From Our Initial Experience

AU - Chu, Linda C.

AU - Park, Seyoun

AU - Kawamoto, Satomi

AU - Wang, Yan

AU - Zhou, Yuyin

AU - Shen, Wei

AU - Zhu, Zhuotun

AU - Xia, Yingda

AU - Xie, Lingxi

AU - Liu, Fengze

AU - Yu, Qihang

AU - Fouladi, Daniel F.

AU - Shayesteh, Shahab

AU - Zinreich, Eva

AU - Graves, Jefferson S.

AU - Horton, Karen M.

AU - Yuille, Alan L.

AU - Hruban, Ralph H.

AU - Kinzler, Kenneth W.

AU - Vogelstein, Bert

AU - Fishman, Elliot K.

PY - 2019/9

Y1 - 2019/9

UR - https://www.scopus.com/pages/publications/85069544274

U2 - 10.1016/j.jacr.2019.05.034

DO - 10.1016/j.jacr.2019.05.034

M3 - 文章

C2 - 31492412

AN - SCOPUS:85069544274

SN - 1546-1440

VL - 16

SP - 1338

EP - 1342

JO - Journal of the American College of Radiology

JF - Journal of the American College of Radiology

IS - 9

ER -

Application of Deep Learning to Pancreatic Cancer Detection: Lessons Learned From Our Initial Experience

UN SDGs

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