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List of works by Mizuho Nishio

Automatic inference model construction for computer-aided diagnosis of lung nodule: Explanation adequacy, inference accuracy, and experts' knowledge

scientific article published in PLoS ONE

Computer-aided diagnosis of lung nodule classification between benign nodule, primary lung cancer, and metastatic lung cancer at different image size using deep convolutional neural network with transfer learning

scientific article published on 27 July 2018

Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization.

scientific article published on 19 April 2018

Estimation of lung cancer risk using homology-based emphysema quantification in patients with lung nodules

scientific article published in PLoS ONE

Heterogeneity in pulmonary emphysema: Analysis of CT attenuation using Gaussian mixture model.

scientific article published on 14 February 2018

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