工藤彰 (Akira Kudo) - マイポータル

基本情報

ORCID iD: https://orcid.org/0000-0002-1170-4121
J-GLOBAL ID: 202401004759446896
researchmap会員ID: R000070678

研究キーワード

受賞

2025年9月

SASHIMI2025 Best Paper Award, 3D Super-Resolution for Enhancing Compression Fracture Detection in Thick-Slice CT: Diffusion Models vs GANs

Akira Kudo, Yoshiro Kitamura, Yuki Suzuki, Noriyuki Tomiyama, Masatoshi Hori

論文

3D Super-Resolution for Enhancing Compression Fracture Detection in Thick-Slice CT: Diffusion Models vs GANs

Akira Kudo, Yoshiro Kitamura, Yuki Suzuki, Noriyuki Tomiyama, Masatoshi Hori

Lecture Notes in Computer Science 33-43 2025年9月21日査読有り筆頭著者責任著者
Measurement of solid size in early-stage lung adenocarcinoma by virtual 3D thin-section CT applied artificial intelligence

Shingo Iwano, Shinichiro Kamiya, Rintaro Ito, Akira Kudo, Yoshiro Kitamura, Keigo Nakamura, Shinji Naganawa

Scientific Reports 2023年12月7日査読有り
Three-dimensional conditional generative adversarial network-based virtual thin-slice technique for the morphological evaluation of the spine

Atsushi Nakamoto, Masatoshi Hori, Hiromitsu Onishi, Takashi Ota, Hideyuki Fukui, Kazuya Ogawa, Jun Masumoto, Akira Kudo, Yoshiro Kitamura, Shoji Kido …

Scientific Reports 2022年7月16日査読有り
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

Data Augmentation, Labelling, and Imperfections - Second MICCAI Workshop(DALI@MICCAI) 1-10 2022年査読有り
Virtual Thin Slice: 3D Conditional GAN-based Super-Resolution for CT Slice Interval.

Akira Kudo, Yoshiro Kitamura, Yuanzhong Li, Satoshi Iizuka, Edgar Simo-Serra

Machine Learning for Medical Image Reconstruction - Second International Workshop(MLMIR@MICCAI) 91-100 2019年査読有り筆頭著者責任著者
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

2019 International Conference on 3D Vision(3DV) 729-737 2019年査読有り
Improving Localization under Varying Illumination.

Alexander Plopski, Tomohiro Mashita, Akira Kudo, Tobias Höllerer, Kiyoshi Kiyokawa, Haruo Takemura

2016 IEEE International Symposium on Mixed and Augmented Reality 19-20 2016年査読有り
Simulation based Camera Localization under a Variable Lighting Environment.

Tomohiro Mashita, Alexander Plopski, Akira Kudo, Tobias Höllerer, Kiyoshi Kiyokawa, Haruo Takemura

International Conference on Artificial Reality and Telexistence and Eurographics Symposium on Virtual Environments(ICAT-EGVE) 69-76 2016年査読有り

講演・口頭発表等

深層学習による富士フイルムの医療AI技術開発の最前線

工藤彰

第6回全国医療AIコンテスト 2024年3月16日招待有り