Deep neural network convolution (NNC) for three-class classification of diffuse lung disease opacities in high-resolution CT (HRCT): Consolidation, ground-glass opacity (GGO), and normal opacity

Hashimoto, N; Suzuki, K; Liu, JC; Hirano, Y; MacMahon, H; Kido, S

Hashimoto, N (reprint author), Yamaguchi Univ, Grad Sch Sci & Technol Innovat, 16-1 Tokiwadai 2 Chome, Ube, Yamaguchi 7558611, Japan.

MEDICAL IMAGING 2018: COMPUTER-AIDED DIAGNOSIS, 2018; 10575 ():

Abstract

Consolidation and ground-glass opacity (GGO) are two major types of opacities associated with diffuse lung diseases. Accurate detection and classifica......

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