Research field (2)：
Medical systems
, Intelligent informatics
Research keywords (2)：
コンピュータ支援診断
, 画像処理
Research theme for competitive and other funds (7)：
2021 - 2024 Development of lung cytodiagnosis support system using homology profile method
2021 - 2024 Development of screening system for laxative-free CT colonography using hybrid learning
2014 - 2019 Clinical Applications of Multidisciplinary Computational Anatomy to Diagnosis
2016 - 2019 Development of electronic cleansing system for CT colonograpy using multiple deep learning and material decomposition
2015 - 2018 Facilitation of colon cancer screening based on multi-energy CT colonography
2009 - 2014 Computer-aided diagnosis of computational anatomical model and application of computer-aided autopsy imaging.
2010 - 2012 Construction of Integrated Computer-aided Diagnosis System of Pulmonary Diseases for Medical Treatment Using MDCT images
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Papers (55)：
Rie Tachibana, Janne J. Näppi, Toru Hironaka, Stephen R. Yoshida, Dufan Wu, Rajiv Gupta, Hiroyuki Yoshida. Electronic cleansing in photon-counting CT colonography by use of self-supervised 3D-GAN. Medical Imaging 2023: Imaging Informatics for Healthcare, Research, and Applications. 2023
Janne J. Näppi, Toru Hironaka, Dufan Wu, Stephen R. Yoshida, Rajiv Gupta, Rie Tachibana, Katsuyuki Taguchi, Hiroyuki Yoshida. Automated detection of colorectal polyps in photon-counting CT colonography. Medical Imaging 2023: Imaging Informatics for Healthcare, Research, and Applications. 2023
Rie Tachibana, Janne J Näppi, Toru Hironaka, Hiroyuki Yoshida. Self-Supervised Adversarial Learning with a Limited Dataset for Electronic Cleansing in Computed Tomographic Colonography: A Preliminary Feasibility Study. Cancers. 2022. 14. 17
Janne J. Näppi, Rie Tachibana, Toru Hironaka, Hiro Yoshida. Electronic cleansing by unpaired contrastive learning in non-cathartic laxative-free CT colonography. Medical Imaging 2022: Imaging Informatics for Healthcare, Research, and Applications. 2022
Rie Tachibana, Janne J. Näppi, Toru Hironaka, Hiroyuki Yoshida. Comparative performance of self-supervised 3D-ResNet-GAN for electronic cleansing in single- and dual-energy CT colonography. Medical Imaging 2021: Imaging Informatics for Healthcare, Research, and Applications. 2021
