マサムネ　ケン   MASAMUNE Ken   正宗　賢    所属   医学研究科 医学研究科 (医学部医学科をご参照ください)    職種   教授
言語種別	英語
種別	部分執筆
表題	Development of AI Analysis Platform—Smart Cyber Operating Theater (SCOT)—For Medical Information in Neurosurgery
書名	Artificial Intelligence in Surgery Recent Advances and Future
ISBNコード	978-981-96-6634-8
編者名	Ken Masamune, Kaori Kusuda, Hiroyuki Nakamura, Yoshihiro Muragaki
版・巻・頁	pp.9-15
出版社	Springer Singapore
出版地 （都市, 国名）	Singapore
著者・共著者	KUSUDA Kaori, OKAMOTO Jun, MURAGAKI Yoshihiro, MASAMUNE Ken
発行年月	2025/08/07
概要	Most medical data are stored in electronic medical records and recorded as text because there are individual differences in patients and pathological conditions. AI researchers decipher the information necessary for research from these data to create a dataset manually. Tokyo Women’s Medical University has built a surgical prognosis management system, the Clinical Information Analyzer (CIA). This system consists of three functions: cleansing and accumulating medical data, analyzing data, and feeding back the analysis results to doctors. Additionally, the prognosis of patients who have undergone brain tumor resection will be proposed using AI and data of CIA system. Two models, “survival prognosis” and “functional prognosis,” will be developed as prognosis prediction models. In the future, we would like to use this follow-up information to improve the accuracy of prognostic prediction.
DOI	10.1007/978-981-96-6635-5_2