Research keywords (3):
Machine Learning
, MRI
, 核磁気共鳴画像
Research theme for competitive and other funds (4):
2022 - 2025 Development of a diagnostic imaging system with abnormality detection by learning "normality" and a " instructive" structure.
2018 - 2022 Investigation of the descending pain inhibitory system in the chronic pain using brain network analysis
2005 - 2007 Line-Scan法を用いた脳幹部・脊髄のFiber Tracking
2001 - 2004 Detection of Early Alzheimer Disease with Automated Brain Volume Measurement Using MR Images
Papers (81):
Satoru Kamio, Akifumi Hagiwara, Koji Kamagata, Wataru Uchida, Moto Nakaya, Towa Sekine, Naohisa Hara, Yuika Tsukamoto, Toshiaki Akashi, Akihiko Wada, et al. Association between cognitive function and relaxation rates of the cerebral cortex. Journal of the neurological sciences. 2025. 472. 123466-123466
Moto Nakaya, Koji Kamagata, Kaito Takabayashi, Christina Andica, Wataru Uchida, Akifumi Hagiwara, Toshiaki Akashi, Akihiko Wada, Toshiaki Taoka, Shinji Naganawa, et al. Magnetic resonance imaging indices for early Alzheimer's disease detection: Brain clearance markers. Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism. 2025. 271678X251321305
Junko Kikuta, Koji Kamagata, Kaito Takabayashi, Yayoi Hayakawa, Toshiaki Taoka, Yuya Saito, Wataru Uchida, Sen Guo, Seina Yoshida, Keigo Yamazaki, et al. Decreased Water Diffusivity Along the Perivascular Space in Older Adults With Poor Sleep Quality. Journal of Neuroscience Research. 2024. 102. 12
Akifumi Hagiwara, Satoru Kamio, Junko Kikuta, Moto Nakaya, Wataru Uchida, Shohei Fujita, Stikov Nikola, Toshiaki Akasahi, Akihiko Wada, Koji Kamagata, et al. Decoding Brain Development and Aging: Pioneering Insights From MRI Techniques. Investigative radiology. 2024
Tsutomu Inaoka, Akihiko Wada, Masayuki Sugeta, Masaru Sonoda, Hiroyuki Nakazawa, Ryosuke Sakai, Hisanori Tomobe, Koichi Nakagawa, Shigeki Aoki, Hitoshi Terada. Enhancement of Image Quality in Low-Field Knee MR Imaging Using Deep Learning. Cureus. 2024. 16. 10. e71277
2022/02 - Japanese Society of Neuroradiology Excellent Poster Award Estimating Potential Multiphase Blood Flow Information in Time-of-flight MRA using Machine Learning
2020/09 - Japanese Society of Magnetic Resonance in Medicine Best Paper Award 2020 Differentiating Alzheimer’s Disease from Dementia with Lewy Bodies Using a Deep Learning Technique Based on Structural Brain Connectivity
2019/09 - Japanese Society of Magnetic Resonance in Medicine President's Award Lesion detection of cerebral infarction by a machine learning model that learned 'normal’
2016/01 - Excellent Paper Award Brain Network Analysis of Chronic Pain - Burning Mouth Syndrome -