Rectal cancer: Toward fully automatic discrimination of T2 and T3 rectal cancers using deep convolutional neural network

Author:

Kim Jongin1,Oh Ji Eun2,Lee Joohyung2,Kim Min Ju3,Hur Bo Yun3,Sohn Dae Kyung23,Lee Boreom1ORCID

Affiliation:

1. Department of Biomedical Science and Engineering (BMSE); Institute of Integrated Technology (IIT), Gwangju Institute of Science and Technology (GIST); Gwangju Republic of Korea

2. Innovative Medical Engineering and Technology, Division of Convergence Technology; Research Institute and Hospital, National Cancer Center; Goyang Republic of Korea

3. Center for Colorectal Cancer; Research Institute and Hospital, National Cancer Center; Goyang Republic of Korea

Funder

Gwangju Institute of Science and Technology

National Cancer Center

Publisher

Wiley

Subject

Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Software,Electronic, Optical and Magnetic Materials

Reference45 articles.

1. Rectal cancer: ESMO clinical practice guidelines for diagnosis, treatment and follow-up;Glimelius;Ann Oncol.,2013

2. Preoperative radiotherapy combined with total mesorectal excision for resectable rectal cancer;Kapiteijn;N Engl J Med,2001

3. The value of endosonographic rectal carcinoma staging in routine diagnostics: a 10-year analysis;Kauer;Surg Endosc,2004

4. Diagnostics of rectal cancer: endorectal ultrasound;Knaebel;Recent Results Cancer Res,2005

5. Restaging of rectal cancer with MR imaging after concurrent chemotherapy and radiation therapy;Kim;Radiographics,2010

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