コーディング

Research

Medical imaging application
(tumor dynamics analysis)

Predict the future of three-dimensional movies of lung tumors moving with respiration to realize tracking radiotherapy.

オリジナル動画

再構成動画

差分(ズレ)動画

Reference

  1. Ritu Bhusal Chhatkuli, Kazuyuki Demachi, Mitsuru Uesaka, Keiichi Nakagawa, Akihiro Haga, "Development of a markerless tumor-tracking algorithm using prior four-dimensional cone-beam computed tomography", Journal of Radiation Research, Volume 60, Issue 1, pp. 109–115 (2019)

  2. 桑原建一郎、出町和之, “オプティカルフローを用いた3次元画像再構成による腫瘍突発的挙動早期検出手法の開発”, 電子情報通信学会2019年総合大会 (2019/3/21)

  3. 出町和之、河合理城、木内隆、菅原浩一郎、「SSA法とMSSA法を用いた追尾放射線治療のための肺腫瘍挙動予測手法の開発」、日本AEM学会誌Vol. 24, No.1, pp.28-35 (2016)

  4. Kazuyuki Demachi, “Animation Future Prediction Method by PCA and SST “, Proc. of 10th International Workshop on Structural Health Monitoring, pp. 1131-1138, 2015.

  5. Kazuyuki Demachi, “Movie Future Prediction Method by Combination of Principal Component Analysis and Singular Spectrum Analysis“, International Conference on Applied & Engineering Physics, The Institute of Physics, Vietnam Academy of Science and Technology, Hanoi, Vietnam, Oct. 13-16, 2015.

  6. Kazuyuki Demachi, “Animation Future Prediction Method by PCA and SST “, 10th International Workshop on Structural Health Monitoring, Stanford University, USA, Sep. 1-3, 2015

Access

Demachi laboratory

Department of Nuclear Engineering and Management

The University of Tokyo

7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, JAPAN

Professor's room: Room 812, Engineering building 8

Students' room: Room 802, Engineering building 8

Tel:03-5841-8630

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