Research keywords (6)：
Breast cancer
, Radiogenomics
, Radiomics
, 医用画像解析
, 医用画像人工知能(AI)
, computer-aided diagnosis
Research theme for competitive and other funds (2)：
2023 - 2026 繰り返し受診マンモグラムを用いたがんの予兆予測AIの開発
2022 - 2024 Prediction of breast cancer growth using mammograms to encourage screening and early detection
Papers (11)：
Chiharu Kai, Takako Morita, Ikumi Sato, Akifumi Yoshida, Naoki Kodama, Satoshi Kasai. The Usefulness of the Breast Density Assessment Application Used by Breast Radiologists. Cureus. 2024
Chiharu Kai, Satoshi Kondo, Tsunehiro Otsuka, Hitoshi Futamura, Satoshi Kasai. Evaluation of subtraction processing for mammograms analyzed by breast density and thickness. Proc. SPIE 13174,17th International Workshop on Breast Imaging (IWBI 2024). 2024
Chiharu Kai, Satoshi Kondo, Tsunehiro Otsuka, Akifumi Yoshida, Ikumi Sato, Hitoshi Futamura, Naoki Kodama, Satoshi Kasai. Development of a Subtraction Processing Technology for Assistance in the Comparative Interpretation of Mammograms. Diagnostics. 2024. 14. 11. 1131-1131
Akifumi Yoshida, Chiharu Kai, Hitoshi Futamura, Kunihiko Oochi, Satoshi Kondo, Ikumi Sato, Satoshi Kasai. Spirometry test values can be estimated from a single chest radiograph. Frontiers in Medicine. 2024. 11
Chiharu Kai, Tsunehiro Otsuka, Miyako Nara, Satoshi Kondo, Hitoshi Futamura, Naoki Kodama, Satoshi Kasai. Identifying factors that indicate the possibility of non-visible cases on mammograms using mammary gland content ratio estimated by artificial intelligence. Frontiers in Oncology. 2024. 14
Evaluation of subtraction processing for mammograms analyzed by breast density and thickness.
(2024)
Attempt to perform subtype classification on mammograms using features from Vision Transformers and global features
(European Society of Radiology (VIENNA) 2024)
Breast cancer risk assessment with AI-based Breast Age estimation
(European Society of Radiology (VIENNA) 2024)
Evaluation of the usefulness of breast density assessment application for radiographers: comparison with mammographers
(European Society of Radiology (VIENNA) 2024)
2017 - 2019 Kumamoto University Graduate School of Health Sciences
2013 - 2017 Kumamoto University School of Medicine School of Health Sciences
Work history (2)：
2022/04 - 現在 新潟医療福祉大学 医療技術学部 診療放射線学科 助教
2019/04 - 2022/03 コニカミノルタ株式会社
Awards (4)：
2023/10 - 第23回新潟医療福祉学会学術集会 奨励賞 Deep Convolutional Neural Networkから算出した特徴量を用いた乳房構成分類手法の検討:主成分分析による次元削減手法
2019/04 - Radiological physics and technology RPT誌 Doi賞 Computer-aided diagnosis with radiogenomics: Analysis of the relationship between genotype and morphological changes of the brain magnetic resonance images
2018/04 - CyPos Silver Medal Computer-aided diagnosis for the detection of triple negative breast cancer based on radiomics
