Introduction of my articles and original software tools.
Recent articles:
Estimation of histopathological types from breast MRI findings using a large language model (2026) <<-- New Arrival !
https://doi.org/10.1007/s11548-026-03619-x
臨床AIの潮流:各診療領域における展開と展望(1)「大規模言語モデルを用いた画像診断」東京女子医科大学雑誌 (2026)
https://doi.org/10.24488/jtwmu.96.1_2
Reasoning Language Model Determines TNM Classification from Unstructured Radiology Report of Pancreatic Cancer. Tokyo Women’s Medical University Journal (2025)
https://doi.org/10.24488/twmuj.2025010
Claude 3.5 Sonnet indicated improved TNM classification on radiology report of pancreatic cancer. Japanese Journal of Radiology (2025)
https://doi.org/10.1007/s11604-024-01681-6
Preliminary Assessment of TNM Classification Performance for Pancreatic Cancer in Japanese Radiology Reports using GPT-4. Japanese Journal of Radiology (2025)
https://doi.org/10.1007/s11604-024-01643-y
Can GPT-4 suggest the optimal sequence for brain magnetic resonance imaging? Preprint in medRxiv (2024)
https://doi.org/10.1101/2024.07.31.24311123
Category Classification for Lung Computed Tomography of COVID-19 by Natural Language Processing in Japanese Radiology Report. Tokyo Women’s Medical University Journal (2023)
https://doi.org/10.24488/twmuj.2023010
Agreement Between Augmented Reality and Computed Tomography Coordinate Systems: A New Approach to an Image-Guided Procedure. Journal of Medical and Biological Engineering (2023)
https://link.springer.com/article/10.1007/s40846-023-00820-0 (Full Text)
Noncontact measurement of puncture needle angle using augmented reality technology in computed tomography-guided biopsy: stereotactic coordinate design and accuracy evaluation. International Journal of Computer Assisted Radiology and Surgery 17:745-750 (2022)
https://link.springer.com/article/10.1007/s11548-022-02572-9 (Full Text)
Learning effectiveness of using augmented reality technology in central venous access procedure: an experiment using phantom and head-mounted display. International Journal of Computer Assisted Radiology and Surgery 16:1069-1074 (2021)
https://link.springer.com/article/10.1007/s11548-021-02365-6
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