publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. MICCAI
    miccai25_poster.jpg
    Learning Contrastive Multimodal Fusion with Improved Modality Dropout for Disease Detection and Prediction
    Yi Gu, Kuniaki Saito, and Jiaxin Ma
    In Medical Image Computing & Computer Assisted Intervention (MICCAI), Sep 2025
    Poster
  2. MICCAI
    miccai25_poster_suehara.jpg
    Estimating Bone Mineral Density and Muscle Mass from EOS low Dose X-ray Imaging System
    Kazuki Suehara, Yi Gu, Yoshito Otake, and 5 more authors
    In Medical Image Computing & Computer Assisted Intervention (MICCAI), Sep 2025
    Poster

2024

  1. MICCAI
    miccai24_poster.jpg
    3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth Estimation
    Yi Gu, Yoshito Otake, Keisuke Uemura, and 6 more authors
    In Medical Image Computing & Computer Assisted Intervention (MICCAI), Oct 2024
    arXiv PDF Poster
  2. SASHIMI
    miccaiw24_poster.jpg
    Enhancing Quantitative Image Synthesis Through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-Ray Image
    Yi Gu, Yoshito Otake, Keisuke Uemura, and 6 more authors
    In Simulation and Synthesis in Medical Imaging (SASHIMI), Oct 2024
    arXiv Poster
  3. IJCARS
    Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs
    Masachika Masuda, Mazen Soufi, Yoshito Otake, and 9 more authors
    International Journal of Computer Assisted Radiology and Surgery (IJCARS), Mar 2024
    arXiv

2023

  1. MedIA
    media23_abstract.jpg
    Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography
    Yi Gu, Yoshito Otake, Keisuke Uemura, and 6 more authors
    Medical Image Analysis (MedIA), Dec 2023
    arXiv
  2. MICCAI
    miccai23_poster.jpg
    Musculoskeletal (MSK) decomposition from an X-ray image for fine-grained estimation of lean muscle mass and muscle volume
    Yi Gu, Yoshito Otake, Keisuke Uemura, and 7 more authors
    In Medical Image Computing & Computer Assisted Intervention (MICCAI), Oct 2023
    arXiv PDF Poster
  3. Sci Rep
    Decomposition of musculoskeletal structures from radiographs using an improved CycleGAN framework
    Naoki Nakanishi, Yoshito Otake, Yuta Hiasa, and 5 more authors
    Scientific Reports, May 2023
    PDF

2022

  1. MICCAI
    miccai22_poster.jpg
    BMD-GAN: Bone Mineral Density Estimation Using X-Ray Image Decomposition into Projections of Bone-Segmented Quantitative Computed Tomography Using Hierarchical Learning
    Yi Gu, Yoshito Otake, Keisuke Uemura, and 4 more authors
    In Medical Image Computing & Computer Assisted Intervention (MICCAI), Sep 2022
    arXiv PDF Poster

2021

  1. CARS
    Synthesis of digitally reconstructed radiograph from X-ray image for estimation of bone mineral density
    Yi Gu, Yoshito Otake, Keisuke Uemura, and 4 more authors
    In Computer aidded radiology and surgery (CARS), Sep 2021
  2. Sensors
    Estimation of respiratory rate from thermography using respiratory likelihood index
    Yudai Takahashi, Yi Gu, Takaaki Nakada, and 2 more authors
    Sensors, Jan 2021
    PDF

2017

  1. SEKE
    FSCR:A Feature Selection Method for Software Defect Prediction
    Xiao Yu, Ziyi Ma, Chuanxiang Ma, and 3 more authors
    In International Conference on Software Engineering and Knowledge Engineering (SEKE), Jul 2017
    PDF