Concepedia

Differentiation of Small (≤ 4 cm) Renal Masses on Multiphase Contrast-Enhanced CT by Deep Learning

Takashi Tanaka, Yong Huang, Yohei Marukawa, Y. Tsuboi, Yoshihisa Masaoka, Katsuhide Kojima, Toshihiro Iguchi, Takao Hiraki, Hideo Gobara, Hiroyuki Yanai,

American Journal of Roentgenology · 2020 · 60 citations · 29 references

DOI

Concepts

Abstract

A deep learning method with a CNN allowed acceptable differentiation of small (≤ 4 cm) solid renal masses in dynamic CT images, especially in the corticomedullary image model.

References

29

Measurement of Observer Agreement

Harold L. Kundel, Marcia Polansky · Radiology · 2003 · 1.5K citations

, , +16

Deep Learning with Convolutional Neural Network for Differentiation of Liver Masses at Dynamic Contrast-enhanced CT: A Preliminary Study

Koichiro Yasaka, Hiroyuki Akai, Osamu Abe et al. · Radiology · 2017 · 665 citations

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Rethinking the Inception Architecture for Computer Vision

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe et al. · arXiv (Cornell University) · 2015 · 565 citations · Full text

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Solid Renal Cortical Tumors: Differentiation with CT

Jingbo Zhang, Robert A. Lefkowitz, Nicole Ishill et al. · Radiology · 2007 · 316 citations

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Angiomyolipoma with Minimal Fat: Differentiation from Renal Cell Carcinoma at Biphasic Helical CT

Jeong Kon Kim, Soo-Youn Park, Jeong-Hee Shon et al. · Radiology · 2004 · 308 citations

, , +17