Can AI outperform a junior resident? Comparison of deep neural network to first-year radiology residents for identification of pneumothorax-Reference-Cited by-同舟云学术

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Can AI outperform a junior resident? Comparison of deep neural network to first-year radiology residents for identification of pneumothorax

Published:2020-07-08 Issue:4 Volume:27 Page:367-375
ISSN:1070-3004
Container-title:Emergency Radiology
language:en
Short-container-title:Emerg Radiol

Author:

Yi Paul H.,Kim Tae Kyung,Yu Alice C.,Bennett Bradford,Eng John,Lin Cheng Ting

Funder

RSNA Research and Education Foundation

Publisher

Springer Science and Business Media LLC

Subject

Radiology Nuclear Medicine and imaging,Emergency Medicine

Link

https://link.springer.com/content/pdf/10.1007/s10140-020-01767-4.pdf

Reference27 articles.

1. Gaskin CM, Patrie JT, Hanshew MD, Boatman DM, McWey R (2016) Impact of a reading priority scoring system on the prioritization of examination interpretations. Am J Roentgenol 206:1031–1039. https://doi.org/10.2214/AJR.15.14837

2. Prevedello LM, Erdal BS, Ryu JL, Little KJ, Demirer M, Qian S, White RD (2017) Automated critical test findings identification and online notification system using artificial intelligence in imaging. Radiology 285:923–931. https://doi.org/10.1148/radiol.2017162664

3. Chang PD, Kuoy E, Grinband J et al (2018) Hybrid 3D/2D convolutional neural network for hemorrhage evaluation on head CT. AJNR Am J Neuroradiol. https://doi.org/10.3174/ajnr.A5742

4. Olczak J, Fahlberg N, Maki A, Razavian AS, Jilert A, Stark A, Sköldenberg O, Gordon M (2017) Artificial intelligence for analyzing orthopedic trauma radiographs. Acta Orthop 88:581–586. https://doi.org/10.1080/17453674.2017.1344459

5. Chung SW, Han SS, Lee JW, Oh KS, Kim NR, Yoon JP, Kim JY, Moon SH, Kwon J, Lee HJ, Noh YM, Kim Y (2018) Automated detection and classification of the proximal humerus fracture by using deep learning algorithm. Acta Orthop 89:468–473. https://doi.org/10.1080/17453674.2018.1453714

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