Fukuchiyama Public University · Faculty of Informatics · 教授

Research keywordsコンピュータ支援診断・相互情報量・画像処理・深層学習・機械学習・Artificial・intelligence・Computer

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• Development of a 4-Horizon Prognostic System for Mental States via Multimodal Circadian Rhythm Imaging2026 · Health
• A Wavelet-Based Two-Stage Vision Transformer Model for Histological Subtypes Classification of Lung Cancers on CT Images2025 · Open Journal of Medical Imaging
• Auto-evaluation of skull radiograph accuracy using unsupervised anomaly detection2024 · Journal of X-Ray Science and Technology
• Using Cross Entropy as a Performance Metric for Quantifying Uncertainty in DNN Image Classifiers: An Application to Classification of Lung Cancer on CT Images2024 · Journal of Biomedical Science and Engineering

• Deep learningと多重解像度解析を融合した肺CTの癌検出システムの開発2018 · 文部科学省科学研究費助成事業（科学研究費補助金）
• Deep Learnigとwavelet展開係数の融合による肺CT画像の癌検出システムの開発2015 · 国際医療福祉大学学内競争的研究費
• Application of Mutual Information Metric to Wavelet Filter Selection for Denoising of Nuclear Medicine Images2010 · 新潟大学 国際会議研究発表支援事業学術奨励．
• Performance Measurement of Medical Imaging systems Based on Mutual Information Metric2009 · 財団法人 NEC &CC 財団・国際会議論文発表者助成．

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