講演・口頭発表等 - 宮島　美穂

1. Chang-Chien, C. Chen, R. Ode, K. Fujiwara, T. Yamakawa, T. Kubo, M. Miyajima, S. Maesawa, M. Iwasaki, A. Fujimoto, M. Inaji, T. Maehara, M. Kano. Epileptic Seizure Prediction and Validation via a Self-Attention Auto-Encoder and Binary Classifier Combined Approach. 2024 Annual Meeting of the American Epilepsy Society 2024.12.09 Los Angels, CA, USA

2. Mao Otake , Kana Himuro, Chiyo Koya, Masako Watanabe, Miho Miyajima. A Wearable In-ear EEG for Epilepsy Monitoring. 2024 Annual Meeting of the American Epilepsy Society 2024.12.09 Los Angels, CA, USA

3. Shogo Mito, Miho Miyajima, Hirofumi Tomioka, Hitomi Sato, Takashi Takeuchi, Hitoshi Muto, Yuji Kabasawa, Hiroyuki Harada, Kana Eguchi, Shoto Kato,Manabu Kano. Delirium Prediction Based On Preoperative Electrocardiogram and Electroencephalogram. 2024 Asia Pacific Signal and Information Processing Association Annual Summit and Conference 2024.12.04 Macau, China

4. Connie Chang-Chien, Chuan Chen, Rikumo Ode, Koichi Fujiwara, Toshitaka Yamakawa, Takatomi Kubo, Miho Miyajima, Satoshi Maesawa, Masaki Iwasaki, Ayataka Fujimoto, Motoki Inaji, Taketoshi Maehara. Improving Epileptic Seizure Detection Using ECG-Based Mixed Model with Self-Attention Auto-Encoder and Binary Classifier Validation. IEEE EMBC 2024 2024.06.08 Orland, FL, USA

5. Rikumo Ode, Koichi Fujiwara, Miho Miyajima, Toshitaka Yamakawa, Manabu Kano, Taketoshi Maehara. R-R Intervals based Epileptic Seizure Prediction Algorithm Utilizing Self-attentive Autoencoder. 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2022.07.14 Glasgow, Scotland, UK

6. Rikumo Ode, Koichi Fujiwara, Miho Miyajima, Toshitaka Yamakawa, Manabu Kano, Taketoshi Maehara. Development of an Epileptic Seizure Prediction Algorithm Using R-R Intervals with Self-attentive Autoencoder . The International Society of Artificial Life and Robotics (ISAROB) 2022.01.27 online

7. Miho Sakuma, Miho Miyajima, Motoki Inaji, Masato Serino, Koichi Fujiwara, Manabu Kano, Taketoshi Maehara. Epileptic Seizure Prediction Based on Heart Rate Variability in a Patient with Intractable Epilepsy Due to Trauma under Electrocorticogram Monitoring: A Case Report. AES 2021 Annual Meeting 2021.12.03

8. MIYAJIMA Miho, ICHIKURA Kanako, MIKI Takahiro, KOSUGI Kazuhiro, MATSUSHIMA Eisuke, TAKEUCHI Takashi. Description of psychosocial aspects of cancer in Japanese ethical textbooks for elementaly school education: a qualitative content analysis. 19th International Congress of the Pacific Rim College of Psychiatrists (PRCP 2021) 2021.04.08 Seoul, Korea

9. Miho Miyajima, Hiroki Shiwaku, Yukiko Matsumoto, Shiori Noguchi, Takashi Maruo, Yuki Shidei, Nanase Kobayashi, Masanori Ichihashi, Kanako Oohashi, Hidehiko Takahashi.. Development of Tokyo Metropolitan Distress Scale for Pandemic (TMDP), for assessing mental and social stress of medical personnel in COVID-19 pandemic. 19th International Congress of the Pacific Rim College of Psychiatrists (PRCP 2021) 2021.04.08 Seoul, Korea

10. ICHIKURA Kanako, MIYAJIMA Miho, MIKI Takahiro, KOSUGI Kazuhiro, MATSUSHIMA Eisuke, TAKEUCHI Takashi. The stereotyped image of death among elementary school children; a content analysis of school ethical education textbook. 19th International Congress of the Pacific Rim College of Psychiatrists (PRCP 2021) 2021.04.08 Seoul, Korea

11. Miyajima M, Goda A, Suzuki Y, Sakane F. Fujiwara K, Yamakawa T, Watanabe Y, Hashimoto S, Inaji M, Jin K, Nakasato N, Sawai Y, Hoshida T, Maehara T, Kano M.. Autoencoder Neural Network Algorithm For Epileptic Seizure Detection Based on Heart Rate Variability Analysis. 20th WPA World Congress of Psychiatry 2021.03.10

12. Miho Miyajima,Koichi Fujiwara,Toshitaka Yamakawa,Motoaki Iimori,Takeshi Ohno,Takuya Seki,Motoki Inaji,Masaki Iwasaki,Eiji Nakagawa,Hideaki Shiraishi,Masami Fujii,Toshikazu Nagathuna,Shinji Yamamoto,Hidenori Sugano,Yasushi Iimura,Naoto Kunii,Haruhiko Kishima,Satoru Oshino,Hui Ming Khoo,Masako Watanabe,Manabu Kano,Taketoshi Maehara. Views of Medical Staff Members on the Use of a Wearable Seizure Prediction System in Hospitals. 2019 Annual Meeting of the American Epilepsy Society 2019.12.08

13. 宮島美穂, 山川俊貴, 藤原幸一, 関拓哉, 稲次基希, 橋本聡華, 岩崎真樹, 長綱敏和, 藤井正美, 山本信二, 加納学, 前原健寿. てんかん患者におけるウェアラブル自律神経機能モニタリングの試み―てんかん突然死のリスク評価を目指して. 第53回日本てんかん学会学術集会 2019.10.31

14. Miho Miyajima, Toshitaka Yamakawa, Koichi Fujiwara, Takuya Seki, Takeshi Ohno, Motoaki Iimori, Motoki Inaji, Hiromichi Osoegawa, Manabu Kano, Taketoshi Maehara . Views of patients with epilepsy on wearable seizure prediction system; Impact of two different type of devices on sleep quality. World Sleep Congress 2019 2019.09.24 Vancouver

15. Fumiya Sakane,Koichi Fujiwara,Miho Miyajima,Yoko Suzuki,Toshitaka Yamakawa,Manabu Kano,Taketoshi Maehara. Generalized Epileptic Seizure Prediction Based on Heart Rate Variability Analysis and Discussion on Its Mechanism. AES2018 2018.12

16. Miho Miyajima,Toshitaka Yamakawa,Koichi Fujiwara,Yoko Suzuki,Masako Watanabe,Manabu Kano,Taketoshi Maehara. Views of Patients With Epilepsy on Wearable Seizure Prediction System Based on Heart Rate Variability. AES2018 2018.12

17. Koichi Fujiwara,Fumiya Sakane,Miho Miyajima,Toshitaka Yamakawa,Manabu Kano,Taketoshi Maehara. Heart Rate Variability Analysis-Based Epileptic Seizure Prediction Using Neural Network. AES2018 2018.12

18. Miho Miyajima,Yoshimi Morita,Yoji Takubo,Masako Watanabe.. A Retrospective Review of Mortality Cases Neuropsychiatric Epilepsy Clinic.. 2018.10.26 Yokohama

19. Miho Miyajima, Toshitaka Yamakawa, Koichi Fujiwara, Fumiya Sakane, Motoki Inaji, Hiromichi Osoegawa, Michiyoshi Buniu, Manabu Kano, Taketoshi Maehara. Wearable ECG Monitoring System with Garment-type Sensor for Real-time Epileptic Seizure Prediction. 2018.07.20

20. Fumiya Sakane, Koichi Fujiwara, Miho Miyajima, Yoko Suzuki, Toshitaka Yamakawa, Manabu Kano, Taketoshi Maehara. Seizure Prediction Algorithms for Realizing Closed-Loop Treatment of Refractory Epilepsy. EMBC2018 2018.07.18