①査読付の研究論文 (Refereed-Journal Publications)

• Toshiki Takeshita, Atsushi Nambu, Masao Tago, Masaki Yorita, Mariko Ikezoe, Kentaro Nishizawa, Taiki Magome, Masayuki Sasaki. The influence of image reconstruction methods on the diagnosis of pulmonary emphysema with convolutional neural network. Radiological Physics and Technology. Radiological Physics and Technology 2023;16(4):488-496. doi: 10.1007/s12194-023-00736-z.

• Kohei Oguma, Taiki Magome, Masanori Someya, Tomokazu Hasegawa, Koh‐ichi Sakata. Virtual clinical trial based on outcome modeling with iteratively redistributed extrapolation data. Radiological Physics and Technology 2023;16(2):262-271. doi: 10.1007/s12194-023-00715-4.

• Toshiki Takeshita, Taiki Magome, Ryuji Watanabe, Shiro Onozawa, Konatsu Tsuchiya, Masao Tago, Masayuki Sasaki. Evaluation of a Monte Carlo-based algorithm for the influence of totally implantable venous access ports in external radiation therapy. Japanese Journal of Radiology 2021;39(4) 387-394. doi: 10.1007/s11604-020-01062-9.

• Yu Murakami, Taiki Magome, Kazuki Matsumoto, Tomoharu Sato, Yasuo Yoshioka, Masahiko Oguchi. Fully Automated Dose Prediction Using Generative Adversarial Networks in Prostate Cancer Patients. PLoS One. 2020;15(5):e0232697. doi: 10.1371/journal.pone.0232697.

• Iori Sumida, Taiki Magome, Indra J Das, Hajime Yamaguchi, Hisao Kizaki, Keiko Aboshi, Hiroko Yamaguchi, Yuji Seo, Fumiaki Isohashi, Kazuhiko Ogawa. A Convolution Neural Network for Higher Resolution Dose Prediction in Prostate Volumetric Modulated Arc Therapy. Physics Medica. 2020;72:88-95. doi: 10.1016/j.ejmp.2020.03.023.

• Sho Ozaki, Akihiro Haga, Edward Chao, Calvin Maurer, Kanabu Nawa, Takeshi Ohta, Takahiro Nakamoto, Yuki Nozawa, Taiki Magome, Masahiro Nakano, Keiichi Nakagawa. Fast Statistical Iterative Reconstruction for Mega-voltage Computed Tomography. The Journal of Medical Investigation, 2020;67(1.2):30-39. doi: 10.2152/jmi.67.30.

• Takuya Mizutani, Taiki Magome, Hiroshi Igaki, Akihiro Haga, Kanabu Nawa, Noriyasu Sekiya, Keiichi Nakagawa. Optimization of treatment strategy by using a machine learning model to predict survival time of patients with malignant glioma after radiotherapy. Journal of Radiation Research, 2019;60(6):818-824. doi: 10.1093/jrr/rrz066.

• Iori Sumida, Taiki Magome, Hideki Kitamori, Indra J Das, Hajime Yamaguchi, Hisao Kizaki, Keiko Aboshi, Kyohei Yamashita, Yuji Yamada, Yuji Seo, Fumiaki Isohashi, Kazuhiko Ogawa. Deep convolutional neural network for reduction of contrast-enhanced region on CT images. Journal of Radiation Research, 2019;60(5):586-594. doi: 10.1093/jrr/rrz030.

• Yu Murakami, Taiki Magome, Fumiyasu Matsubayashi, Ryo Takahashi, Masato Arima, Tatsuya Kamima, Masahiro Nakano, Tomoharu Sato, Yasuo Yoshioka, Masahiko Oguchi. Evaluation of organ-at-risk dose reduction with jaw tracking technique in flattening filter-free beams in lung stereotactic body radiation therapy. Physica Medica, 2019;61:70-76.

• Taiki Magome, Jerry Froelich, Shernan G. Holtan, Yutaka Takahashi, Michael R. Verneris, Keenan Brown, Kathryn Dusenbery, Jeffrey Wong, Susanta K. Hui. Whole-Body Distribution of Leukemia and Functional Total Marrow Irradiation Based on FLT-PET and Dual-Energy CT, Molecular Imaging. 2017;16:1-6. doi: 10.1177/1536012117732203.

• Masahiro Nakano, Akihiro Haga, Jun'ichi Kotoku, Taiki Magome, Yoshitaka Masutani, Shouhei Hanaoka, Satoshi Kida, Keiichi Nakagawa. Cone-beam CT reconstruction for non-periodic organ motion using time-ordered chain graph model, Radiation Oncology.  2017;12(1):145. doi: 10.1186/s13014-017-0879-8.

• Luke Arentsen, Karen E. Hansen, Masashi Yagi, Yutaka Takahashi, Ryan Shanley, Angela McArthur, Patrick Bolan, Taiki Magome, Douglas Yee, Jerry Froelich, Susanta K. Hui. Use of dual-energy computed tomography to measure skeletal-wide marrow composition and cancellous bone mineral density, Journal of Bone and Mineral Metabolism. 2017;35(4):428-436. doi:10.1007/s00774-016-0796-1.

• Taiki Magome, Jerry Froelich, Yutaka Takahashi, Luke Arentsen, Shernan Holtan, Keenan Brown, Akihiro Haga, Keiichi Nakagawa, Jennifer L. Holter Chakrabarty, Sebastian Giebel, Jeffrey Wong, Kathryn Dusenbery, Guy Storme, Susanta K. Hui, Evaluation of functional marrow irradiation based on skeletal marrow composition obtained using dual-energy CT, International Journal of Radiation Oncology • Biology • Physics. 2016;96(3):679-687. doi: 10.1016/ j.ijrobp.2016.06.2459.

• Taiki Magome, Akihiro Haga, Yutaka Takahashi, Keiichi Nakagawa, Kathryn E. Dusenbery, Susanta K. Hui, Fast MVCT: A rapid imaging method for total body or marrow irradiation in helical tomotherapy, International Journal of Radiation Oncology • Biology • Physics. 2016;96(3):688-695. doi: 10.1016/j.ijrobp.2016.06.2458.

• Raj Varadhan, Taiki Magome, Susanta Hui. Characterization of deformation and physical force in uniform low contrast anatomy and its impact on accuracy of deformable image registration. Medical Physics. 2016;43(1):52-61.

• Hiroshi Igaki, Taiki Magome, Madoka Sakuramachi, Akihiro Nomoto, Akira Sakumi, Mayuka Kitaguchi, Akihiro Haga, Jun Itami, Keiichi Nakagawa. Patterns of Recurrence in Malignant Glioma Patients: Association with Subventricular Zone and Radiotherapy Dose. Jacobs Journal of Radiation Oncology. 2015;2(3):020.

• Ze Jin, Hidetaka Arimura, Yoshiyuki Shioyama, Katsumasa Nakamura, Jumpei Kuwazuru, Taiki Magome, Hidetake Yabuuchi, Hiroshi Honda, Hideki Hirata, Masayuki Sasaki,Computer-Assisted Delineation of Lung Tumor Regions in Treatment Planning CT Images with PET/CT Image Sets Based on an Optimum Contour Selection Method, Journal of Radiation Research. 2014;55(6):1153-62.

• Akihiro Haga, Keiichi Nakagawa, Calvin Maurer, Ken Ruchala, Edward Chao, Dylan Casey, Satoshi Kida, Dousatsu Sakata, Masahiro Nakano, Taiki Magome, Yoshitaka Masutani. Reconstruction of the treatment area by use of sinogram in helical tomotherapy. Radiation Oncology. 2014;9(1):252.

• Akihiro Haga, Taiki Magome, Shigeharu Takenaka, Toshikazu Imae, Akira Sakumi, Akihiro Nomoto, Hiroshi Igaki, Kenshiro Shiraishi, Hideomi Yamashita, Kuni Ohtomo, Keiichi Nakagawa. Independent absorbed-dose calculation using the Monte Carlo algorithm in volumetric modulated arc therapy. Radiation Oncology. 2014;9(1):75.

• Taiki Magome, Hidetaka Arimura, Yoshiyuki Shioyama, Katsumasa Nakamura, Hiroshi Honda, Hideki Hirata. Similar-case-based optimization of beam arrangements in stereotactic body radiotherapy for assisting treatment planners,BioMed Research International, Volume 2013, Article ID 309534, 10 pages.

• Taiki Magome, Hidetaka Arimura, Yoshiyuki Shioyama, Asumi Mizoguchi, Chiaki Tokunaga, Katsumasa Nakamura, Hiroshi Honda, Masafumi Ohki, Fukai Toyofuku, Hideki Hirata. Computer-aided beam arrangement based on similar cases in radiation treatment planning databases for stereotactic lung radiation therapy.,Journal of Radiation Research, 2013;54(3):569-77.

• Tokunaga C, Arimura H, Yoshiura T, Ohara T, Yamashita Y, Kobayashi K, Magome T, Nakamura Y, Honda H, Hirata H, Sasaki M, Toyofuku F. Automated measurement of three-dimensional cerebral cortical thickness in Alzheimer’s patients using localized gradient vector trajectory in fuzzy membership maps. J Biomed Sci Eng. 2013;6(3A):327-36.

• Arimura H, Itano W, Shioyama Y, Matsushita N, Magome T, Yoshitake T, Anai S, Nakamura K, Yoshidome S, Yamagami A, Honda H, Ohki M, Toyofuku F, Hirata H. Computerized estimation of patient setup errors in portal images based on localized pelvic templates for prostate cancer radiotherapy, Journal of Radiation Research, 2012;53(6):961-72.

• Kuwazuru J, Arimura H, Kakeda S, Yamamoto D, Magome T, Yamashita Y, Ohki M, Toyofuku F, Korogi Y. Automated Detection of Multiple Sclerosis Candidate Regions in MR Images: False-Positive Removal with Use of an ANN-controlled Level Set Method, Radiological Physics and Technology, 2012;5(1):105-13.

•  山下泰生，有村秀孝，吉浦 敬，徳永千晶，桑水流純平，馬込大貴， 門司晃，小林幸次，古閑省一 ，中村泰彦，大屋信義，本田 浩，大喜雅文，豊福不可依. MR脳血流マップ画像を用いたアルツハイマー病の鑑別支援システムの開発, 医用画像情報学会雑誌, 2011;28(3):72-8.

• Magome T, Arimura H, Kakeda S, Yamamoto D, Kawata Y, Yamashita Y, Higashida Y, Toyofuku F, Ohki M, Korogi Y. Automated segmentation method of white matter and gray matter regions with multiple sclerosis lesions in MR images, Radiological Physics and Technology, 2011;4(1):61-72.

• Yamamoto D, Arimura H, Kakeda S, Magome T, Yamashita Y, Toyofuku F, Ohki M, Higashida Y, Korogi Y. Computer-aided detection of multiple sclerosis lesions in brain magnetic resonance images: False positive reduction scheme consisted of rule-based, level set method, and support vector machine, Computerized Medical Imaging and Graphics, 2010;34(5):404-13.

• Kawata Y, Arimura H, Yamashita Y, Magome T, Ohki M, Toyofuku F, Higashida Y, Tsuchiya K. Computer-Aided Evaluation Method of White Matter Hyperintensities Related to Subcortical Vascular Dementia Based on Magnetic Resonance Imaging, Computerized Medical Imaging and Graphics, 2010;34(5):370-6.

• Arimura H, Magome T, Yamashita Y, Yamamoto D., Computer-aided Diagnosis Systems for Brain Diseases in Magnetic Resonance Images, Algorithms, 2009;2(3):925-52.

 

②査読なし研究論文 (Non-refereed Publications, Proceedings)

• 伊藤今日一, 嶋田守男, 吉川宏起, 森口央基, 岡田朋子, 馬込大貴. 3Dプリンターによる中空のある大血管モデルの作製. 駒澤大学医療健康科学部紀要. 2018;15:17-23.

• 伊藤今日一, 嶋田守男, 吉川宏起, 森口央基, 岡田朋子, 馬込大貴. 3Dプリンターを用いて作製した胃疾患モデルの再現性に関する検討. 駒澤大学医療健康科学部紀要. 2018;15:25-31.

• Ayumi Nonaka, Hidetaka Arimura, Katsumasa Nakamura, Yoshiyuki Shioyama, Mazen Soufi, Taiki Magome, Hiroshi Honda, Hideki Hirata,Local image descriptor-based searching framework of usable similar cases in a radiation treatment planning database for stereotactic body ,SPIE Medical Imaging 2014 : 9039-18.

• Hidetaka Arimura, Ze Jin, Yoshiyuki Shioyama, Katsumasa Nakamura, Taiki Magome, Masayuki Sasaki,Automated Method for Extraction of Lung Tumors Using a Machine Learning Classifier with Knowledge of Radiation Oncologists on Data Sets of Planning CT and FDG-PET/CT images,The 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) proceedings 2013: 2988-91.

• Jin Z, Arimura H, Shioyama Y, Kuwazuru J, Magome T, Nakamura K, Honda H, Toyofuku F, Hirata H, Sasaki M.,Computer-aided Delineation of Lung Tumor Regions in Treatment Planning CT Images and PET/CT Images Using Localized Level Set Approach,IEICE Technical Report 2013;112(411):49-51.

• Magome T, Arimura H, Shioyama Y, Mizoguchi A, Tokunaga C, Nakamura K, Nakamura Y, Honda H, Ohki, Toyofuku F, Hirata H. Computer-assisted determination of the usable beam arrangement from similar treatment plans in stereotactic body radiotherapy. Proceedings of Workshop of Image-Guidance and Multimodal Dose Planning in Radiation Therapy, MICCAI. 2012:101-7.

• Jin Ze, Arimura H, Shioyama Y, Fukuta M, Magome T, Kakiuchi G, Nakamura K, Honda H, Hirata H, Toyofuku F.,Computer-aided radiotherapy: extraction of bronchial regions in treatment planning CT images,World Congress Medical Physics and Biomedical Engineering (WC2012, Beijing),IFMBE Proceedings 2012;39.

• Magome T, Arimura H, Shioyama Y, Mizoguchi A, Tokunaga C, Nakamura K, Honda H, Ohki M, Toyofuku F, Hirata H. Computer-assisted radiation treatment planning system for determination of beam directions based on similar cases in a database for stereotactic body radiotherapy. Proc. of SPIE 2012;8319, 83190O(1-8).

• Arimura H, Kuwazuru J, Shioyama Y, Taniyama E, Magome T, Nakamura K, Honda H, Toyofuku F, Hirata H, Sasaki M.,Automated Contouring of Tumor Regions in CT Images Using an Adaptive Level Set Method,Proceedings of The 2012 International Workshop on Advanced Image Technology, 2012: 46-9.

•  馬込大貴, 有村秀孝, 塩山善之, 徳永千晶, 中村和正, 本田浩, 大喜雅文, 豊福不可依, 平田秀紀. 放射線治療計画支援のための類似症例を用いたビーム方向決定法の開発. 電子情報通信学会技術研究報告 MI 医用画像, 電子情報通信学会, IEICE Technical Report. 2012;111(389):77-9.

• Tokunaga C, Arimura H, Yoshiura T, Yamashita Y, Kobayashi K, Magome T, Honda H, Hirata H, Toyofuku F, Ohki M,Automated measurement of three-dimensional cortical thicknesses in ten cerebral lobar regions for patients with Alzheimer's disease,Japan-Korea Joint Meeting on Medical Physics (JKMP), Asia-Oceania Congress of Medical Physics（AOCMP）, Proc. of JKMP-AOCMP 2011;c9-1.

• Magome T, Arimura H, Shioyama Y, Tokunaga C, Nakamura K, Honda H, Ohki M, Hirata H, Toyofuku F.,Automated method for determination of beam directions based on similar cases for lung stereotactic body radiotherapy,Japan-Korea Joint Meeting on Medical Physics (JKMP), Asia-Oceania Congress of Medical Physics（AOCMP）, Proc. of JKMP-AOCMP 2011;young-8.

• Kuwazuru J, Arimura H, Shioyama Y, Taniyama E, Magome T, Nakamura K, Honda H, Toyofuku F, Hirata H, Sasaki M.,Computerized Delineation of Gross Tumor Volumes in Treatment Planning CT Images Using an Adaptive Level Set Method,Japan-Korea Joint Meeting on Medical Physics (JKMP), Asia-Oceania Congress of Medical Physics（AOCMP）, Proc. of JKMP-AOCMP 2011;p-58.

• Itano W, Arimura H, Shioyama Y, Magome T, Yoshitake T, Anai S, Nakamura K, Yoshidome S, Tachibana M, Nomoto S, Honda H, Ohki M, Toyofuku F, Hirata H.,Computerized verification method for patient setup using portal images during radiation treatment of prostate cancer,International Forum on Medical Imaging in Asia (IFMIA),Proceedings of IFMIA 2011;227-30.

• Kuwazuru J, Arimura H, Kakeda S, Yamamoto D, Magome T,Yamashita Y, Ohki M, Toyofuku F, Korogi Y.,Automated Detection of Multiple Sclerosis Lesions: False Positive Removal Method Using an ANN-controlled Speed Function in a Level Set Method,International Forum on Medical Imaging in Asia (IFMIA),Proceedings of IFMIA 2011;320-27.

• Kuwazuru J, Arimura H, Kakeda S, Yamamoto D, Magome T,Yamashita Y, Ohki M, Toyofuku F, Korogi Y.,Automated Segmentation of Multiple Selerosis Candidate Regions using a Level Set Method based on an Aritificial Neural Network,Asia-Oceania Congress of Medical Physics 2010（AOCMP）, Proc. AOCMP, 2010; 91-2.

•  Itano W, Arimura H, Shioyama Y, Magome T, Yoshitake T, Anai S, Nakamura K, Yoshidome S, Tachibana M, Honda H, Hirata H.,Automated Verification Method for Patient Setup Based on Digitally Reconstructed Radiography and Portal Image for Prostate Cancer Treatment,Asia-Oceania Congress of Medical Physics 2010（AOCMP）, Proc. AOCMP, 2010;89-90.

• Yamashita Y, Arimura H, Yoshiura T, Tokunaga C, Magome T, Monji A, NakamuraY, Ohya N, Honda H, Higashida Y, Ohki M, Toyofuku F.,Computerized Classification of Patients with Alzheimer’s Disease Based on Arterial Spin-Labeled perfusion MRI. ,World Automation Congress 2010 (WAC）, 2010.09.

• Tokunaga C, Arimura H, Yoshiura T, Yamashita Y, Magome T, Honda H, Hirata H, Toyofuku F, Ohki M.,Fuzzy-Based Segmentation of Brain Parenchymal Regions with Alzheimer's Disease into Cerebral Cortex and with Matter in 3.0-T Magnetic Resonance Images,World Automation Congress 2010 (WAC), 2010.09.

• Itano W, Arimura H, Shioyama Y, Magome T, Yoshitake T, Anai S, Nakamura K, Yoshidome S, Tachibana M, Nomoto S, Honda H, Ohki M, Toyofuku F, Hirata H.,Automated Verification Method for Patient Setup Based on Digitally Reconstructed Radiography and Portal Image for Prostate Cancer Treatment,IEEE Xplore digital library; World Automation Congress 2010 (WAC), 2010.09.

• Magome T, Arimura H, Shioyama Y, Nakamura K, Yoshitake T, Nomoto S, Anai S, Honda H, Ohki M, Toyofuku F, Onizuka Y, Higashida Y, Hirata H.,Automated selection of similar cases with brain tumors using MR images for assisting radiation treatment planning,Computer Assisted Radiology and Surgery 2010; 5, Suppl1: S326-7.

• Yamashita Y, Arimura H, Yoshiura T, Tokunaga C, Magome T, Monji A, NakamuraY, Ohya N, Honda H, Ohki M, Higashida Y, Toyofuku F. ,Computer-aided Classification of Patients with Alzheimer’s Disease Based on Cerebral Blood Flow Map measured by Arterial Spin Labeling MRI,Computer Assisted Radiology and Surgery 2010; 5 Suppl1, S387-8.

• Arimura H, Kawata Y, Yamashita Y, Magome T, Ohki M, Toyofuku F, Higashida H, Tsuchiya K.,Computerized evaluation method of white matter hyperintensities related to subcortical vascular dementia in brain MR images,Proc. of SPIE 2010; 7624 762424-1.

• Yamashita Y, Arimura H, Yoshiura T, Tokunaga C, Magome T, Monjid A, Noguchi T, Toyofuku F, Ohki M, Nakamura Y, Honda H.,Computer-aided classification of patients with dementia of Alzheimer's type based on cerebral blood flow determined with arterial spin labeling technique,Proc. of SPIE 2010; 7624 76241J-1.

• 馬込大貴，有村秀孝，塩山善之，中村和正，野元諭，大西かよ子，穴井重男，本田浩，大喜雅文，豊福不可依，鬼塚昌彦，平田秀紀．放射線治療のための類似症例検索方法の開発,信学技報 IEICE Technical Report, MI 2009-94:103-5.

• Yamamoto D, Arimura H, Kakeda S, Magome T, Yamashita Y, Ohki M, Toyofuku F, Higashida Y, Korogi Y., Computerized detection of multiple sclerosis lesions based on 3.0T two-dimensional magnetic resonance images, IEICE Technical Report, 2009;108(385):505-6.

• Kawata Y, Arimura H, Yamashita Y, Magome T, Toyofuku F, Higashida H, Ohki M, Tsuchiya K., Computerized Detection of White Matter Hyperintensity Related to Subcortical Vascular Dementia Based on Automated and Semiautomated Segmentation, IEICE Technical Report, 2009;108(385):253-4.

• Magome T, Arimura H, Kakeda S, Yamamoto D, Kawata Y, Yamashita Y, Ohki M, Toyofuku F, Higashida Y, Korogi Y., Automated method for segmentation of white matter and gray matter regions with multiple sclerosis in 3T MR images, IEICE Technical Report, 2009;108(385):9-10.

• Yamamoto D, Arimura H, Kakeda S, Magome T, Yamashita Y, Ohki M, Toyofuku F, Higashida Y, Korogi Y, Computer-aided detection of multiple sclerosis lesions based on three types of blain MR images,International Journal of Computer Assisted Radiology and Surgery(CARS),2008;3(Suppl 1):S202-3.

• 馬込大貴，有村秀孝，掛田伸吾，山本大輔，熊澤誠志，豊福不可依，東田善治，興梠征典.多発性硬化症におけるレベルセット法を用いた脳白質領域の抽出. 電子情報通信学会技術研究報告 MI 医用画像, 電子情報通信学会, IEICE Technical Report. 2007;107(220):49-50.

 

③著書 (Books)

• 馬込大貴(分担執筆), レディオミクス入門 有村 秀孝 (編集), 角谷倫之 (編集). オーム社. 2021.10. ISBN-10: 4274226387.

• 馬込大貴(分担執筆), "小線源治療". 放射線治療AIと外科治療AI (医療AIとディープラーニングシリーズ) 有村 秀孝 (編集), 諸岡 健一 (編集), 藤田 広志 (監修). オーム社. 2020.04.

• Taiki Magome, “Computer-assisted treatment planning approaches for SBRT” in Image-based computer-assisted radiation therapy Edited by Hidetaka Arimura. pp. 111-130, Springer, 2017.02.

• Hidetaka Arimura, Taiki Magome, Genyu Kakiuchi, Jyunpei Kuwazuru, Asumi Mizoguchi. "Computational Intelligent Image Analysis for Assisting Radiation Oncologists’ Decision Making in Radiation Treatment Planning" in Computational Intelligence in Biomedical Imaging Edited by Kenji Suzuki. pp. 83-103, Springer Science+Business Media New York,Springer,2013.12.

  

④解説,報告

• 川下 郁生, 林 則夫, 富永 正英, 藤淵 俊王, 馬込 大貴, 谷川原 綾子, 奥田 光一, 篠原 範充, JSRTにおけるAI 技術活用研究の動向と将来展望―取り組むべき課題と本学会に期待される役割とは!?―  日本放射線技術学会雑誌, 2023;79(8), 838-850.

• 馬込大貴. 専門分野における英語表現について VI 放射線治療分野. 日本放射線技術学会雑誌. 2020;76(8):850-851.

• 馬込大貴. 診断から治療へ -AIの積極的活用-. RadFan. 2020;18(6):34-36.

• 馬込大貴. 世界の論文紹介. 日本放射線技術学会放射線治療部会誌. 2020;34(1):108-110.

• 馬込大貴. 演題登録とアブストラクトの書き方. 日本放射線技術学会雑誌. 2020;76(4):433-436.

• 馬込大貴. 医療分野におけるAIの最前線―AIで医療は変わるのか―.  総合危機管理. 2020;4:3-18.

• ​馬込大貴, 水谷拓也. ASTRO2017参加報告. Jpn. J. Med. Phys. 2018;38(1):24-26.

• 馬込大貴. 医療データベースを用いた機械学習-医学物理分野におけるビッグデータ解析の将来-. Jpn. J. Med. Phys. 2016;36(1):39-41.

• 馬込大貴，RPT誌H23年度土井賞受賞者から，Jpn. J. Med. Phys. 2012;31(4):114.

• 有村秀孝，馬込大貴，穴井重男，塩山善之，中村和正. 放射線治療における医用画像処理技術と評価法. 日本放射線技術学会雑誌. 2011;67(1):76-83.

• 有村秀孝，馬込大貴, Macを用いた画像処理プログラミング開発のためのソフトウエア,日本放射線技術学会雑誌,第2010;66(12):1648-54.

• 河田康雄,山本大輔,馬込大貴, IFMIA2009参加報告．画像通信, 2009;32(1):81-2.

• 馬込大貴, AAPM2008参加報告．画像通信, 2008;31(2):79-80.

• 馬込大貴, AAPM2008参加報告．日本放射線技術学会九州部会誌, 2008;7(2):33-4.

•  馬込大貴, 第64回総会学術大会に参加して−学会を通して得たもの−．日本放射線技術学会雑誌, 2008;64(9):1187-9.

 

⑤特許出願

• 芳賀昭弘，馬込大貴，中川恵一.「 画像処理装置及び画像処理方法」. WO2017_188345, 特願２０１５−２４６６０４号，2015.12.

• 有村秀孝，馬込大貴，塩山善之.「放射線ビームアングル決定システム，放射線ビームアングル決定方法及び放射線ビームアングル決定用コンピュータプログラム」. 特願２０１２－６９６０６号，2012.03.