Kobayashi Naoya

コバヤシナオヤ | Kobayashi Naoya

Affiliation and department：
Job title： Assistant Professor
Homepage URL (1)： http://www.anes.med.tohoku.ac.jp

Research field (1)： Anesthesiology

Research keywords (4)：機械学習 , Bigdata , Intensive care medicine , Anesthesia

Research theme for competitive and other funds (9)：

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Papers (31)：

Naoya Kobayashi, Kazuki Watanabe, Hitoshi Murakami, Masanori Yamauchi. Continuous visualization and validation of pain in critically ill patients using artificial intelligence: a retrospective observational study. Scientific Reports. 2023. 13. 1
Yuko Ogata, Naoya Kobayashi, Masanori Yamauchi. Investigation of Risk Factors for Postoperative Delirium after Transcatheter Aortic Valve Implantation: A Retrospective Study. Journal of Clinical Medicine. 2022. 11. 12. 3317-3317
Naoya Kobayashi, Hiroaki Toyama, Ryosuke Kudo, Yasushi Matsuda, Yoshinori Okada, Yutaka Ejima, Masanori Yamauchi. The Predictor for Induction of Extra-Corporeal Membrane Oxygenation (ECMO) in Cadaveric Single-Lung Transplantation: A Retrospective Preliminary Study. International Journal of Organ Transplantation Medicine. 2022. 12. 4. 36-42
Naoya Kobayashi, Masanori Yamauchi. Airway Obstruction Caused by Sputa in Heat and Moisture Exchange Filter During Ventilation Using Supra-Laryngeal Mask Airway: A Case Report. Journal of Anaesthesia and Critical Care Reports. 2021. 7. 3. 7-9
Ami Tanaka, Daisuke Armada, Kokichi Ando, Naoya Kobayashi, Masanori Yamauchi. A protocol for administering high-flow oxygen therapy immediately after extubation in postroperative cardiovascular surgery patients achieves both early extubation and avoidance of reintubation. J clin Anesth (Jpn). 2021. 45. 7. 913-917

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MISC (23)：

山内正憲, 大西詠子, 小林直也, 吉田典史, 佐藤友菜, 志賀卓弥. 麻酔科医の働き方を考える未来型麻酔科医の働き方. 日本臨床麻酔学会誌. 2021. 41. 2. 204-208
高橋和博, 外山裕章, 久保良介, 舟橋優太郎, 吉田典史, 川治崇泰, 小林直也, 齊藤和智, 川名信, 山内正憲. 亜酸化窒素濃度が従圧式換気時の実一回換気量に及ぼす影響:単施設前向き研究. 日本小児麻酔学会誌. 2021. Supplement
高橋和博, 外山裕章, 久保良介, 舟橋優太郎, 吉田典史, 川治崇泰, 相原孝典, 小林直也, 齊藤和智, 山内正憲. 気管チューブ短縮が従圧式換気時の実一回換気量に及ぼす影響:単施設前向き研究. 日本小児麻酔学会誌. 2021. Supplement
井汲沙織, 志賀卓弥, 小林直也, 亀山良亘, 森合信基, 齋藤浩二, 山内正憲. 患者重症度は集中治療室在室中の費用と売上に影響を与えるか患者重症度とコスト予測モデル構築の試み. 医療情報学連合大会論文集. 2019. 39回. 251-251
齋藤秀悠, 小林直也, 山内正憲. 心臓逸脱症胎児を含む双胎に対するHELLP症候群を合併した帝王切開術の一例. 日本臨床麻酔学会誌. 2019. 39. 6. S265-S265

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Patents (2)：

Books (3)：

Lectures and oral presentations (18)：

Can Machine Learning Visualize Pain in Critically Ill Patients? A Retrospective Observational Study
(2023)
Development of a Pain Visualization System for Intensive Care Patients: Big Data Analysis Using Artificial Intelligence
(The 69th Annual Meeting of the Japanese Society of Anesthesiologist 2022)
Analysis of the accuracy and characteristics of estimated continuous cardiac output
(The 69th Annual Meeting of the Japanese Society of Anesthesiologistyh 2022)
麻酔・集中治療分野におけるビッグデータ解析の実用的な研究と利用のポイント
(日本小児麻酔学会第26回大会 2021)
局所麻酔のエピネフリンによる異常高血圧を迅速な緊急降圧で対応した1例
(日本臨床麻酔学会第38回大会 2019)

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Education (3)：

Professional career (1)：

Work history (14)：

2022/10 - 現在 Tohoku University Hospotal Division of Intensive Care Assistant professor
2019/04 - 2022/09 Tohoku university hospital Central operation division Assistant professor
2018/10 - 2019/03 東北大学病院麻酔科特任助手
2016/04 - 2018/09 東北大学病院麻酔科医員(大学院生)
2015/07 - 2016/03 大崎市民病院麻酔科医員

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Awards (1)：

2019/03 - 2nd BigData Machine Learning in Healthcare Datathon, 2nd place CQ10 Algorithmic automated adjustment of catecholamine dosage

Association Membership(s) (2)：

THE JAPANESE SOCIETY OF INTENSIVE CARE MEDICINE , JAPANESE SOCIETY OF ANESTHESIOLOGISTS

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