FY2022
画像情報処理研究チーム ／ Image Processing Research Team
（１）原著論⽂ (accept) を含む ／ Original Papers
1. Chu, S-L., Abe, K., Yokota, H., Tsai, M-D., “Recurrent Neural Network for Monitoring Mouse
Embryonic Stem Cell Colony in vitro Using Time-lapse Fluorescence Microscopy Images”,
Biomedical Engineering: Applications,Basis and Communications.34,05,2250030 (2022).
2. Chu, S-L., Sudo,K., Yokota, H., Abe, K., Nakamura, Y., M.D. Tsai, “ Human induced
pluripotent stem cell formation and morphology prediction during reprogramming with timelapse bright-field microscopy images using deep learning methods”, Computer Methods andPrograms in Biomedicine.229, 10, 107264 (2023).
3. Umebayashi, M., Takemoto, S., Reymond, L., Sundukova, M., Hovius, R., Bucci, A.,
Heppenstall, P.A., Yokota, H., Johnsson, K., Riezman, H., “A covalently linked probe tomonitor local membrane properties surrounding plasma membrane proteins”, Journal of CellBiology, 222(3):e202206119 (2023).
4. Ando, N., Kono, T., Ogihara, N., Nakamura, S., Yokota, H., Kanzaki, R., “Modeling themusculoskeletal system of an insect thorax for flapping flight”, Bioinspiration & Biomimetics.
17,6 (2022).
5. Tamura, N., Goto, S., Yokota, H., and Goto, S., “Contributing role of mitochondrial energy
metabolism on platelet adhesion, activation and thrombus formation under blood flowconditions”, Platelets. 33, 7, 1083-1089 (2022).
6. Furukawa, T., Oyama, S., Yokota, H., Kondoh, Y., Kataoka, K., Johkoh, T., “A comprehensible
machine learning tool to differentially diagnose idiopathic pulmonary fibrosis from otherchronic interstitial lung diseases”, Respirology (2022).
7. Yamashita, N., Matsuno, T., Maeda, D., Kikuzuki, M., Yokota, H., “Efficient 3D observationof steel microstructure using serial sectioning with precision cutting and on-site etching”,Precision Engineering. 75, 37-45, May (2022).
8. Hu, R., Monebhurrun, V., Himeno, R., Yokota, H., Costen, H., “A general framework forbuilding surrogate models for uncertainty quantification in computational electromagnetics”,
IEEE Transaction on Antennas and Propagation. 70, 1402 ‒ 1414, Feb (2022).
9. Takematsu, M., Umezawa, M., Sera, T., Kitagawa, Y., Kurahashi, H., Yamada, S., Okubo, K.,
Kamimura, M., Yokota, H., Soga, K., “Influence of the difference in refractive index on theinterface of an object and the surrounding in near-infrared fluorescence tomography ” ,Applied Optics (2022).
10. Fukatsu, M., Yoshizawa, S., Takemura, H., and Yokota, H., “ Adaptive and DynamicRegularization for Rolling

Guidance Image Filtering”, Proc. of Pacific Graphics ShortPapers, Posters, and Work-in-Progress Papers. 43-48, Eurographics Digital Library (2022).
11. 深津美薫, 吉澤信, ⽵村裕, 横⽥秀夫, “ 定義域分割法と Ridge 回帰を⽤いた⾼精度Rolling Guidance 画像フィルタ”, 情報処理学会研究報告, 2022-CG-186, 2, 1-11, 情報処
理学会 (2022).
12. Hori, K., Ikematsu, H., Yamamoto, Y., Matsuzaki, H., Takeshita, N., Shinmura, K., Yoda, Y.,
Kiuchi, T., Takemoto, S., Yokota, H., Yano, T., “Detecting colon polyps in endoscopic
images using artificial intelligence constructed with automated collection of annotatedimages from an endoscopy reporting system”, Digestive Endoscopy 34, 5, 1021-1029 (2022).
13. Feldotto, B., Eppler, J., Romero, C., Bignamini, C., Gutierrez C., Albanese, U., Retamino, E.,
Vorobev, V., Zolfaghari, V., Upton, A., Sun Z., Yamaura, H., Heidarinejad, M., Klijn, W.,Morrison, A., Cruz, F., McMurtrie, C., Knoll, A., Igarashi, J., Yamazaki, T., Doya, K., Morin,F., “Deploying and optimizing embodied simulations of large-scale spiking neural networks
on HPC infrastructure”, Frontiers in neuroinformatics. 16, 884180 (2022).
14. Oota, S., Abe, K., Yokota, H., et al., “Real-Time Course: Reconstruction of cellular diversity
and lineage trajectory based on somatic mutational patterns detected from low-pass singlecell transcriptome data”, Research Square (2022).
（２）会議、シンポジウム、セミナー主催 ／ Meeting, Symposiums and Seminars
1. 医療情報みらい会議

第 3 回合同会議, 琉球⼤学医学部, 2 ⽉ 15 ⽇

（３）特許出願 ／ Patent Applications
1. 横⽥秀夫, “ 情報処理装置、情報処理⽅法、および、コンピュータプログラム”, 特願 2022043291, 2022 年 3 ⽉ 18 ⽇
2. Hideo Yokota, “ SYSTEMS FOR IDENTIFYING CELLS AND USES THEREOF ” ,US
17/715975, 2022 年 4 ⽉ 8 ⽇
3. 和⽥智之, 道川隆⼠, 佐々⾼史, 国本幸紀, “ 打撃点分析システム、打撃点分析⽅法、及びプログラム”, 特願 2022-14019、2022 年 9 ⽉ 2 ⽇

特願 2022-140194

4. 横⽥秀夫, “ 情報処理装置、情報処理⽅法、および、コンピュータプログラム”, 特願 2022175512, 2022 年 11 ⽉ 1 ⽇

5. 太⽥聡史“ シングルセル RNA-seq データから得た細胞変異情報を利⽤する細胞系列の追跡⽅法”, 海外特許出願中（４）特筆すべき事項・トピックス（雑誌表紙などの掲載記事）／ Topics
1. ⽇経テクノロジー展望 2023 世界を変える 100 の技術， ⽇経 BP, 2022 年 9 ⽉ 15 ⽇
2. Riken クローズアップ科学道