Publications by authors named "Shingo Mabu"

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Liver fibrosis stage classification in stacked microvascular images based on deep learning.
Daisuke Miura, Hiromi Suenaga, Rino Hiwatashi, Shingo Mabu

BMC Med Imaging· January 2025

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Domain transformation using semi-supervised CycleGAN for improving performance of classifying thyroid tissue images.
Yoshihito Ichiuji, Shingo Mabu, Satomi Hatta, Kunihiro Inai, Shohei Higuchi

Int J Comput Assist Radiol Surg· November 2024

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The presence of an intron relieves gene repression caused by promoter-proximal four-bp specific sequences in yeast.
Hiroki Kikuta, Takahiro Aramaki, Shingo Mabu, Rinji Akada, Hisashi Hoshida

Biochim Biophys Acta Gene Regul Mech· December 2023

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Improved artificial intelligence discrimination of minor histological populations by supplementing with color-adjusted images.
Satomi Hatta, Yoshihito Ichiuji, Shingo Mabu, Mauricio Kugler, Hidekata Hontani

Sci Rep· November 2023

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Neural Network Approach to Investigating the Importance of Test Items for Predicting Physical Activity in Chronic Obstructive Pulmonary Disease.
Yoshiki Nakahara, Shingo Mabu, Tsunahiko Hirano, Yoriyuki Murata, Keiko Doi

J Clin Med· June 2023

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Segmentation of Lung Nodules on CT Images Using a Nested Three-Dimensional Fully Connected Convolutional Network.
Shoji Kido, Shunske Kidera, Yasushi Hirano, Shingo Mabu, Tohru Kamiya

Front Artif Intell· February 2022

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Semi-supervised CycleGAN for domain transformation of chest CT images and its application to opacity classification of diffuse lung diseases.
Shingo Mabu, Masashi Miyake, Takashi Kuremoto, Shoji Kido

Int J Comput Assist Radiol Surg· November 2021

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Deep Learning for Pulmonary Image Analysis: Classification, Detection, and Segmentation.
Shoji Kido, Yasushi Hirano, Shingo Mabu

Adv Exp Med Biol· February 2020

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Unsupervised class labeling of diffuse lung diseases using frequent attribute patterns.
Shingo Mabu, Masanao Obayashi, Takashi Kuremoto, Noriaki Hashimoto, Yasushi Hirano

Int J Comput Assist Radiol Surg· March 2017

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A graph-based evolutionary algorithm: Genetic Network Programming (GNP) and its extension using reinforcement learning.
Shingo Mabu, Kotaro Hirasawa, Jinglu Hu

Evol Comput· November 2007

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Propagation and control of stochastic signals through universal learning networks.
Kotaro Hirasawa, Shingo Mabu, Jinglu Hu

Neural Netw· May 2006

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