セッション詳細
Image Informatics: Generative AI-1
2026年4月17日(金) 9:00 〜 10:00
416+417
Chairperson:Chisako Muramatsu(Shiga University), Jun'ichi Kotoku(Teikyo University)
[TPI-056]SwinUNETR-based synthesis of contrast-enhanced T1-weighted MRI from multiparametric MRI in post-treatment diffuse glioma
Randika Herath, Shota Ichikawa, Yohan Kondo, Satoru Utsunomiya (Department of Radiological Technology, Graduate School of Health Sciences, Niigata University)
[TPI-057]CBCT-to-MR image transformation using a denoising diffusion probabilistic model for brain tumor radiotherapy
Kamada Ichiyo, Nakao Megumi, Uto Megumi, Mizowaki Takashi, Nakamura Mitsuhiro (Kyoto University)
[TPI-058]Single conditional diffusion model for cross-plane enhancement of 2D cine MR images toward T2-weighted quality in MR-guided adaptive radiotherapy
Linna Zhang1, Nobutaka Mukumoto2, Megumi Nakao1, Hideaki Hirashima1, Naruki Murahashi1, Haruo Inokuchi2, Mitsuhiro Nakamura1, Keiko Shibuya2 (1.Kyoto University, 2.Osaka Metropolitan University)
[TPI-059]4D pulmonary evaluation using dynamic chest radiography and X2CT-GAN: an in-silico study
Mayu Kitamoto1, Rie Tanaka1, Yu Homareda2, Yutaka Katayama3, William P. Segars4, Ehsan Abadi4, Ehsan Samei4 (1.College of Medical, Pharmaceutical & Health Sciences, Kanazawa University, 2.School of Medicine, Hirosaki University, 3.Department of Radiology, Osaka Metropolitan University Hospital, 4.Department of Radiology, Duke University)
[TPI-060]Explainable diagnostic support for lung CT: Image-finding generation and classification using open-source GPT and Vision Transformer
Maiko Nagao1, Kaito Urata1, Atsushi Teramoto1, Kazuyoshi Imaizumi2, Masashi Kondo2, Hiroshi Fujita3 (1.Graduate School of Science and Engineering, Meijo University, 2.School of Medicine, Fujita Health University, 3.Faculty of Engineering, Gifu University)
[TPI-061]Development and validation of a CT-to-MR image translation model using Energy-Guided Stochastic Differential Equations
Yasuhisa Kishi1, Ayumi Kasagi2, Masato Taki3 (1.Department of Radiology, Tokyo-kita Medical Center, 2.Graduate School of Brain Science, Doshisha University, 3.Graduate School of Artificial Intelligence and Science, Rikkyo University)