An image reconstruction method based on machine learning for dual-energy subtraction radiography. - Yoshiro Kitamura; Masahiko Yamada; Wataru Ito (Image Processing, 2008)

Automatic coronary extraction by supervised detection and shape matching. - Yoshiro Kitamura; Yuanzhong Li; Wataru Ito (ISBI, 2012)

Robust airway extraction based on machine learning and minimum spanning tree. - Tsutomu Inoue; Yoshiro Kitamura; Yuanzhong Li; Wataru Ito (Computer-Aided Diagnosis, 2013)

Coronary Lumen and Plaque Segmentation from CTA Using Higher-Order Shape Prior. - Yoshiro Kitamura; Yuanzhong Li; Wataru Ito; Hiroshi Ishikawa 002 (MICCAI (1), 2014)

Psoas Major Muscle Segmentation Using Higher-Order Shape Prior. - Tsutomu Inoue; Yoshiro Kitamura; Yuanzhong Li; Wataru Ito; Hiroshi Ishikawa 002 (MCV@MICCAI, 2015)

Data-Dependent Higher-Order Clique Selection for Artery-Vein Segmentation by Energy Minimization. - Yoshiro Kitamura; Yuanzhong Li; Wataru Ito; Hiroshi Ishikawa 002 (Int. J. Comput. Vis., 2016)

Computation of Total Kidney Volume from CT Images in Autosomal Dominant Polycystic Kidney Disease Using Multi-task 3D Convolutional Neural Networks. - Deepak Keshwani; Yoshiro Kitamura; Yuanzhong Li (MLMI@MICCAI, 2018)

Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-Based CT Image Augmentation for Object Detection. - Changhee Han; Yoshiro Kitamura; Akira Kudo; Akimichi Ichinose; Leonardo Rundo; Yujiro Furukawa; Kazuki Umemoto; Yuanzhong Li; Hideki Nakayama (3DV, 2019)

Virtual Thin Slice: 3D Conditional GAN-based Super-Resolution for CT Slice Interval. - Akira Kudo; Yoshiro Kitamura; Yuanzhong Li; Satoshi Iizuka; Edgar Simo-Serra (MLMIR@MICCAI, 2019)

TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling. - Deepak Keshwani; Yoshiro Kitamura; Satoshi Ihara; Satoshi Iizuka; Edgar Simo-Serra (MICCAI (6), 2020)

Automatic Segmentation, Localization, and Identification of Vertebrae in 3D CT Images Using Cascaded Convolutional Neural Networks. - Naoto Masuzawa; Yoshiro Kitamura; Keigo Nakamura; Satoshi Iizuka; Edgar Simo-Serra (MICCAI (6), 2020)

Image Synthesis-Based Late Stage Cancer Augmentation and Semi-supervised Segmentation for MRI Rectal Cancer Staging. - Saeko Sasuga; Akira Kudo; Yoshiro Kitamura; Satoshi Iizuka; Edgar Simo-Serra; Atsushi Hamabe; Masayuki Ishii; Ichiro Takemasa (DALI@MICCAI, 2022)

Segmentation of Kidney Tumors on Non-Contrast CT Images Using Protuberance Detection Network. - Taro Hatsutani; Akimichi Ichinose; Keigo Nakamura; Yoshiro Kitamura (MICCAI (7), 2023)

Visual Grounding of Whole Radiology Reports for 3D CT Images. - Akimichi Ichinose; Taro Hatsutani; Keigo Nakamura; Yoshiro Kitamura; Satoshi Iizuka; Edgar Simo-Serra; Shoji Kido; Noriyuki Tomiyama (MICCAI (5), 2023)