研究業績（2021年）

英文原著論文・英文総説

• Photoneutron-induced damage reduction for cardiac implantable electronic devices using neutron-shielding sheets in high-energy X-ray radiotherapy: A phantom study. Kakino R, Nakamura M, Hu Naonori, Iramina H, Takana H, Sakurai Y, Mizowaki T. Phys. Med., 89, 151~159, 2021
• Development of in-house fully residual deep convolutional neural network-based segmentation software for the male pelvic CT. Hirashima H, Nakamura M, Baillehache P, Fujimoto Y, Nakagawa S, Saruya Y, Kabasawa T, Mizowaki T. Radiat. Oncol., 16, 135, 2021
• Geometric and dosimetric impact of 3D generative adversarial network-based metal artifact reduction algorithm on VMAT and IMPT for the head and neck region. Nakamura M, Nakao M, Imanishi K, Hirashima H, Tsuruta Y. Radiat. Oncol., 16, 96, 2021
• Development of a physical geometric phantom for deformable image registration credentialing of radiotherapy centers for a clinical trial. Kadoya N, Sakulsingharoj S, Kron T, Yao A, Hardcastle N, Bergman A, Okamoto H, Mukumoto N, Nakajima Y, Jingu K, Nakamura M. J. Appl. Clin. Med. Phys., 22, 255~265, 2021
• Reducing variability among treatment machines using knowledge-based planning for head and neck cancer, pancreas cancer, and rectal cancer. Hirashima H, Nakamura M, Mukumoto N, Ashida R, Fujii K, Nakamura K, Nakajima A, Sakanaka K, Yoshimura M, Mizowaki T. J. Appl. Clin. Med. Phys., 22, 245~254, 2021
• Survey on utilization of flattening filter-free photon beams in Japan. Kodama T, Yasui K, Nishioka S, Miyaura K, Takakura T, Katayose T, Nakamura M. J. Radiat. Res., 62, 726~734, 2021
• Multi-institutional dose-segmented dosiomic analysis for predicting radiation pneumonitis after lung stereotactic body radiation therapy. Adachi T, Nakamura M, Shintani T, Mitsuyoshi T, Kakino R, Ogata T, Ono T, Tanabe H, Kokubo M, Sakamoto T, Matsuo Y, Mizowaki T. Med. Phys., 48, 1781~1791, 2021
• Evaluation of intrafractional head motion for intracranial stereotactic radiosurgery with a thermoplastic frameless mask and ceiling-floor-mounted image guidance device. Tsuruta Y, Nakata M, Nakamura M, Uto M, Takehana K, Hirashima H, Fujimoto T, Mizowaki T. Phys. Med., 81, 245~252, 2021
• Actual delivered dose calculation on intra-irradiation cone-beam computed tomography images: a phantom study. Iramina H, Nakamura M, Mizowaki T. Phys. Med. Biol., 66, 015007, 2021
• Statistical shape model-based planning organ-at-risk volume: application to pancreatic cancer patients. Nakamura M, Nakao M, Mukumoto N, Ashida R, Hirashima H, Yoshimura M, Mizowaki T. Phys. Med. Biol., 66, 014001, 2021
• Statistical Deformation Reconstruction Using Multi-organ Shape Features for Pancreatic
  Cancer Localization. Nakao M, Nakamura M, Mizowaki T, Matsuda T. Med. Image Anal., 67, 101829, 2021

国際学会発表

• Unification of QA criteria considering systematic errors of measurement-, calculation- and prediction-based QA methods for VMAT. Ono T, Mukumoto N, Matsuo Y, Mizowaki T, 21^st AOCMP
• Radiomic prediction of distant metastasis after dynamic tumor tracking stereotactic body radiation therapy for non-small cell lung cancer: a multi-institutional analysis. Adachi T, Nakamura M, Karasawa K, Kokubo M, Sakamoto T, Matsuo Y, Hiraoka M, Mizowaki T, 21^st AOCMP
• Theoretical Calculation of Population-Based Margins in Fiducial Marker-Based Real-time Tumor Tracking. Kito S, Mukumoto N, Nakamura M, Tanabe H, Karasawa K, Kokubo M, Sakamoto T, Yoshimura M, Matsuo Y, Hiraoka M, Mizowaki T, 63^rd ASTRO annual meeting
• Evaluation of Cone-Beam Computed Tomography-Based Radiomic Features Reproducibility: A Phantom Study. Adachi T, Nakamura M, Iramina H, Mizowaki T, 63^rd AAPM annual meeting
• Development of Plan Complexity Mitigation Algorithm for VMAT. Ono T, Nakamura M, Mizowaki T, 63^rd AAPM annual meeting
• Small-Field Dosimetry in Single-Isocenter Stereotactic Irradiation for Brain Metastases Using a Detector-Specific Field Output Correction Factor. Ono T, Nakamura M, Uto M, Mizowaki T, 63^rd AAPM annual meeting
• Development of Markerless Pancreatic Tumor Tracking Realized by Deep Learning. Zhou D, Nakamura M, Mukumoto N, Yoshimura M, Mizowaki T. 63^rd AAPM annual meeting
• Evaluation of the Displacement of the Target Position Caused by Residual Setup Errors in Stereotactic Radiosurgery with Single-Isocenter Volumetric Modulated Arc Therapy for Multiple Brain Metastases. Tsuruta Y, Nakamura M, Nakata M, Hirashima H, Zhou D, Fujimoto T, Takehana K, Uto M, Mizowaki T. 63^rd AAPM annual meeting
• Geometric and Dosimetric Impact of 3D Generative Adversarial network-Based Metal Artifact Reduction Algorithm On VMAT and IMPT for the Head and Neck Region. Nakamura M, Nakao M, Imanishi K, Hirashima H, Tsuruta Y. 63^rd AAPM annual meeting

招待講演・セミナー・シンポジウム

• 「Updated Information from Medical Physics Group of Kyoto University」，第34回高精度放射線外部照射部会学術大会，中村光宏
• 「AI technologies in radiation oncology」，The 18th Asian Oceanian Congress of Radiology，中村光宏

受賞

• 第121回日本医学物理学会学術大会 大会長賞シルバー賞，周 徳軍
• Winter Institute of Medical Physics 2021 Finalist award，小野 智博

研究費