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  • 2021

    Extremely imbalanced subarachnoid hemorrhage detection based on DenseNet-LSTM network with class-balanced loss and transfer learning

    Lu, Z., Oda, M., Hayashi, Y., Hu, T., Itoh, H., Watadani, T., Abe, O., Hashimoto, M., Jinzaki, M. & Mori, K., 2021, Medical Imaging 2021: Computer-Aided Diagnosis. Mazurowski, M. A. & Drukker, K. (eds.). SPIE, 115971Z. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11597).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2020

    Usefulness of fine-tuning for deep learning based multi-organ regions segmentation method from non-contrast CT volumes using small training dataset

    Hayashi, Y., Shen, C., Roth, H. R., Oda, M., Misawa, K., Jinzaki, M., Hashimoto, M., Kumamaru, K. K., Aoki, S. & Mori, K., 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 113143V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • 2011

    Accuracy improvement for analysis of emphysema by lung lobe segmentation

    Neda, K., Tanaka, T., Chubachi, S. & Sugiura, H., 2011 Jan 1, SICE 2011 - SICE Annual Conference 2011, Final Program and Abstracts. Society of Instrument and Control Engineers (SICE), p. 1498-1500 3 p. 6060198. (Proceedings of the SICE Annual Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2010

    Case classification of pulmonary emphysema using shape and distribution of lesions

    Yoshie, S., Tanaka, T., Shirahata, T. & Sugiura, H., 2010 Jan 1, Proceedings of SICE Annual Conference 2010, SICE 2010 - Final Program and Papers. Society of Instrument and Control Engineers (SICE), p. 1042-1045 4 p. 5602875. (Proceedings of the SICE Annual Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Severity analysis of pulmonary emphysema based on the comparison of expiratory and inspiratory states

    Neda, K., Tanaka, T., Shirahata, T. & Sugiura, H., 2010 Jan 1, Proceedings of SICE Annual Conference 2010, SICE 2010 - Final Program and Papers. Society of Instrument and Control Engineers (SICE), p. 585-587 3 p. 5602387. (Proceedings of the SICE Annual Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2009

    A study of computer aided visualization and quantification of emphysema

    Tan, K. L., Tanaka, T., Nakamura, H., Shirahata, T. & Sugiura, H., 2009, World Congress on Medical Physics and Biomedical Engineering: Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics. 4 ed. Springer Verlag, p. 852-855 4 p. (IFMBE Proceedings; vol. 25, no. 4).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • Development of a prototype semiconductor gamma-camera system

    Ogawa, K., Ishikawa, T., Shuto, K., Kobayashi, H., Nakahara, T. & Shigematsu, N., 2009 Dec 1, 2009 IEEE Nuclear Science Symposium Conference Record, NSS/MIC 2009. p. 3597-3601 5 p. 5401829. (IEEE Nuclear Science Symposium Conference Record).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • Intra-operative multimodal non-rigid registration of the liver for navigated tumor ablation

    Elhawary, H., Oguro, S., Tuncali, K., Morrison, P. R., Shyn, P. B., Tatli, S., Silverman, S. G. & Hata, N., 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009 - 12th International Conference, Proceedings. PART 1 ed. p. 837-844 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5761 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    9 Citations (Scopus)
  • Segmentation of airway trees from multislice CT using fuzzy logic

    Liang, T. K., Tanaka, T., Nakamura, H., Shirahata, T. & Sugiura, H., 2009 Dec 1, Conference Record - 43rd Asilomar Conference on Signals, Systems and Computers. p. 1614-1617 4 p. 5470180. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • 2008

    Advanced compton camera system for nuclear medicine: Prototype system study

    Kohara, R., Shirahata, T., Nakazawa, T., Miyazaki, O., Kabuki, S., Kurosawa, S., Miuchi, K., Kubo, H., Tanimori, T., Nakahara, T., Kunieda, E., Kubo, A. & Fujii, H., 2008, 2008 IEEE Nuclear Science Symposium Conference Record, NSS/MIC 2008. p. 3906-3908 3 p. 4774137. (IEEE Nuclear Science Symposium Conference Record).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • Algorithm of pulmonary emphysema analysis using comparing with expiratory and inspiratory state of CT images

    Kobayashi, R., Tanaka, T., Nakamura, H., Shirahata, T. & Sugiura, H., 2008, Proceedings of SICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology. p. 3105-3109 5 p. 4655198. (Proceedings of the SICE Annual Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • An automated 3D emphysema extraction method using lung CT

    Liang, T. K., Tanaka, T., Nakamura, H., Shirahata, T. & Sugiura, H., 2008 Dec 1, Proceedings of SICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology. p. 3110-3114 5 p. 4655199. (Proceedings of the SICE Annual Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Citations (Scopus)
  • An automated three-dimensional visualization and classification of emphysema using neural network

    Liang, T. K., Tanaka, T., Nakamura, H., Shirahata, T. & Sugiura, H., 2008 Dec 1, 2008 42nd Asilomar Conference on Signals, Systems and Computers, ASILOMAR 2008. p. 1936-1940 5 p. 5074767. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • Simultaneous imaging of multi nuclides using the electron tracking compton gamma-ray.camera based on small animal and phantom experiments

    Kabuki, S., Kubo, H., Miuchi, K., Kurosawa, S., Kimura, H., Kohara, R., Miyazaki, O., Nakazawa, T., Shirahata, T., Yamamoto, E., Kubo, A., Kunieda, E., Nakahara, T., Amano, H., Kawashima, H., Ueda, M., Okada, T., Nakamoto, Y., Ogawa, K., Togashi, K. & 8 others, Saji, H., Tanimori, T., Hattori, K., Nagayoshi, T., Nishimura, H., Sekiya, H., Takada, A. & Ueno, K., 2008, 2008 IEEE Nuclear Science Symposium Conference Record, NSS/MIC 2008. p. 3937-3941 5 p. 4774145. (IEEE Nuclear Science Symposium Conference Record).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • 2007

    Diagnostic approach of using an electron tracking Compton gamma-ray camera based on small animal and phantom experiments

    Kabuki, S., Hattori, K., Kawashima, H., Kimura, H., Kohara, R., Kubo, A., Kubo, H., Kurosawa, S., Kunieda, E., Miuchi, K., Miyazaki, O., Nagayoshi, T., Nakahara, T., Nakamoto, Y., Nakazawa, T., Nishimura, H., Ogawa, K., Okada, T., Okada, Y., Orito, R. & 9 others, Saji, H., Sekiya, H., Shirahata, T., Takada, A., Tanimori, T., Togashi, K., Ueda, M., Ueno, K. & Yamamoto, E., 2007, 2007 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS-MIC. p. 3395-3399 5 p. 4436859. (IEEE Nuclear Science Symposium Conference Record; vol. 5).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • 2006

    Automatic identification of shot body region from clinical photographies

    Iyatomi, H., Hashimoto, M., Oka, H., Tanaka, M. & Ogawa, K., 2006, 35th Applied Imagery and Pattern Recognition Workshop, AIPR 2006. Institute of Electrical and Electronics Engineers Inc., p. 11 1 p. 4133953. (Proceedings - Applied Imagery Pattern Recognition Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Development of a electron tracking compton gamma-ray camera using a gas micro-tracking device for nuclear medicine

    Kabuki, S., Hattori, K., Kawashima, H., Kimura, H., Kohara, R., Kubo, A., Kubo, H., Kurosawa, S., Kunieda, E., Miyazaki, O., Nagayoshi, T., Nakahara, T., Nakazawa, T., Nishimura, H., Ogawa, K., Okada, Y., Orito, R., Saji, H., Sekiya, H., Shirahata, T. & 6 others, Takada, A., Tanimori, T., Ueda, M., Ueno, K., Yamamoto, E. & Miuchi, K., 2006, 2006 IEEE Nuclear Science Symposium - Conference Record. Institute of Electrical and Electronics Engineers Inc., p. 2971-2975 5 p. 4179656. (IEEE Nuclear Science Symposium Conference Record; vol. 5).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • Development of semiconductor gamma-camera system with CdZnTe detectors

    Ogawa, K., Ohta, A., Shuto, K., Motomura, N., Kobayashi, H., Makino, S., Nakahara, T. & Kubo, A., 2006, 2006 IEEE Nuclear Science Symposium - Conference Record. Institute of Electrical and Electronics Engineers Inc., p. 2426-2429 4 p. 4179516. (IEEE Nuclear Science Symposium Conference Record; vol. 4).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Citations (Scopus)
  • 2005

    An internet-based melanoma diagnostic system - Toward the practical application -

    Iyatomi, H., Oka, H., Hashimoto, M., Tanaka, M. & Ogawa, K., 2005 Jan 1, Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB '05. IEEE Computer Society, 1594952. (Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB '05; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Citations (Scopus)