MIYATA Ryota

写真a

Title

Associate Professor

Researcher Number(JSPS Kakenhi)

00738578

Homepage URL

http://sm1019.skr.u-ryukyu.ac.jp/index.html

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Current Affiliation Organization 【 display / non-display 】

  • Duty   University of the Ryukyus   Faculty of Engineering   School of Engineering_Energy and Environment Program   Associate Professor  

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External Career 【 display / non-display 】

  • 2014.04
    -
    2024.03

    University of the Ryukyus, Faculty of Engineering, Department of Mechanical Systems Engineering, Instructor  

  • 2024.04
    　
    　

     

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Research Interests 【 display / non-display 】

  • Artificial Intelligence

  • Machine Learning,Data Mining

  • データマイニング

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Research Areas 【 display / non-display 】

  • Informatics / Kansei informatics

  • Informatics / Perceptual information processing

  • Informatics / Intelligent informatics

  • Informatics / Mechanics and mechatronics

  • Humanities & Social Sciences / Economic statistics

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Research Theme 【 display / non-display 】

  • Knowledge Discovery and Future Prediction from Data using AI

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Published Papers 【 display / non-display 】

  • Automatic feature selection for performing Unit 2 of vault in wheel gymnastics.

    Kitajima E, Sato T, Kurata K, Miyata R

    PloS one ( PLoS ONE )  18 ( 6 ) e0287095   2023 [ Peer Review Accepted ]

    Type of publication: Research paper (scientific journal)

  • PCA-based unsupervised feature extraction for gene expression analysis of COVID-19 patients.

    Fujisawa K, Shimo M, Taguchi YH, Ikematsu S, Miyata R

    Scientific reports   11 ( 1 ) 17351   2021.08 [ Peer Review Accepted ]

    Type of publication: Research paper (scientific journal)

  • Domain knowledge integration into deep learning for typhoon intensity classification.

    Higa M, Tanahara S, Adachi Y, Ishiki N, Nakama S, Yamada H, Ito K, Kitamoto A, Miyata R

    Scientific reports ( Scientific Reports )  11 ( 1 ) 12972   2021.06 [ Peer Review Accepted ]

    Type of publication: Research paper (scientific journal)

  • Ki-67 evaluation using deep-learning model-assisted digital image analysis in breast cancer

    Matsumoto, H; Miyata, R; Tsuruta, Y; Nakada, N; Koki, A; Unesoko, M; Abe, N; Zaha, H

    HISTOPATHOLOGY ( Histopathology )  86 ( 3 ) 460 - 471   2025.02 [ Peer Review Accepted ]

    Type of publication: Research paper (scientific journal)

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  • Change in hippocampal theta oscillation associated with multiple lever presses in a bimanual two-lever choice task for robot control in rats.

    Tanaka N, Sano K, Rahman MA, Miyata R, Capi G, Kawahara S

    PloS one   13 ( 2 ) e0192593   2018

    Type of publication: Research paper (scientific journal)

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Presentations 【 display / non-display 】

  • Cell-based assay from a microscopic image using an instance segmentation model

    Kinjo A, Torichigai Y, Kitajima E, Takamatsu R, Nakamura K, Nishihara H, Miyata R

    Winter Workshop 2025 - Mechanisms of Brain and Mind -  2025.03  -  2025.03 

  • Predicting a regular exam grade from a response to the class questionnaire using general language models

    Suefusa J, Torichigai Y, Taniguchi M, Torihara H, Suzuki K, Yamashita A, Kuroyanagi H, Miyata R

    Winter Workshop 2025 - Mechanisms of Brain and Mind -  2025.03  -  2025.03 

  • Virtual realization of eyewall clouds of the typhoon from the aircraft observation images using novel view synthesis models

    Chibana H, Pittman SN, Mori T, Kitajima E, Yamada H, Ito K, Miyata R

    Winter Workshop 2025 - Mechanisms of Brain and Mind -  2025.03  -  2025.03 

  • Predicting an error occurrence in a free-choice task from neural spikes in the rat basal ganglia

    Masachika Taniguchi, Tsukasa Irei, Kenji Doya, Koji Kurata, Ryota Miyata

    Winter Workshop 2025 - Mechanisms of Brain and Mind -  2025.03  -  2025.03 

  • Sports motion analysis of an athlete from a match video using pose and depth estimation models

    Nakae M, Inafuku R, Kitajima E, Lu W, Miyata R

    Winter Workshop 2025 - Mechanisms of Brain and Mind -  2025.03  -  2025.03 

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Preferred joint research theme 【 display / non-display 】

  • Future prediction with machine learning

    Statistical science

  • Pattern detection with Data mining

    Statistical science

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SDGs 【 display / non-display 】

  • 教育アプリ開発

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Media Coverage 【 display / non-display 】

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