論文

• Pavarut S., Preedanan W., Kumazawa I., Suzuki K., Kobayashi M., Tanaka H., Ishioka J., Matsuoka Y., Fujii Y.. Improving Kidney Tumor Classification With Multi-Modal Medical Images Recovered Partially by Conditional CycleGAN, IEEE Access, Vol. 11, pp. 146250-146261, Dec. 2023.
• Wongsakorn Preedanan, Kenji Suzuki, Toshiaki Kondo, Masaki Kobayashi, Hajime Tanaka, Junichiro Ishioka, Yoh Matsuoka, Yasuhisa Fujii, Itsuo Kumazawa. Urinary Stones Segmentation in Abdominal X-Ray Images Using Cascaded U-Net Pipeline with Stone-Embedding Augmentation and Lesion-Size Reweighting Approach, IEEE Access, vol. 11, pp. 25702-25712, Mar. 2023.  公式リンク  
  
• Wongsakorn Preedanan, Kenji Suzuki, Kondo T., Kobayashi M., Tanaka H., Ishioka J., Matsuoka Y., Fujii Y., Itsuo Kumazawa. Improvement of Urinary Stone Segmentation Using GAN-Based Urinary Stones Inpainting Augmentation, IEEE Access, vol. 10, pp. 115131-115142, Oct. 2022.

学位論文

• Urinary Stones Segmentation by Cascaded U-Net Pipeline and GAN-based Synthetic Stone Augmentation,  Thesis,  Doctor (Engineering),  Tokyo Institute of Technology,  2023/06/30,   
• Urinary Stones Segmentation by Cascaded U-Net Pipeline and GAN-based Synthetic Stone Augmentation,  Summary,  Doctor (Engineering),  Tokyo Institute of Technology,  2023/06/30,   
• Urinary Stones Segmentation by Cascaded U-Net Pipeline and GAN-based Synthetic Stone Augmentation,  Exam Summary,  Doctor (Engineering),  Tokyo Institute of Technology,  2023/06/30,   

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