Kazumasa Horie

According to our database, Kazumasa Horie authored at least 9 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Real-time Automatic Detection of Definite-REM Sleep.

Fumiya Sano, Taisuke Kokusho, Kazumasa Horie, Junya Furuki, Yoko Suzuki, Takashi Abe, Hiroyuki Kitagawa

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

Label-Efficient Self-Supervised Learning for Sleep Stage Classification Using Multi-Channel In-Home EEG Data.

Vijdan Khalique, Zhengting Wang, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

Developing Switching Mechanism to Address Challenging Subjects in Sleep Stage Scoring.

Ryuhei Kawabata, Kazumasa Horie, Philippe Lalanda, Hiroyuki Kitagawa

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

2024

Automated Generation of Narrative Sleep Reports Utilizing Portable Electroencephalogram Data Through ChatGPT.

Saki Tsumoto, Fusae Kawana, Kazumasa Horie, Minori Masaki, Kei Nishida, Kazuya Miyanishi, Jaehoon Seol, Morie Tominaga, Takashi Amemiya, Tetsuro Hiei, Akihiro Tani, Masaki Matsubara, Atsuyuki Morishima, Hiroyuki Kitagawa, Masashi Yanagisawa

Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

Sleep and Arousal Scoring for In-Home EEG Signals: A Multitask Learning Approach.

Juan Carlos Neira Almanza, Leo Ota, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa

Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

Automatic sleep stage classification for sleep apnea patients using an in-home sleep electroencephalography device.

Saki Tsumoto, Jaehoon Seol, Kazumasa Horie, Fusae Kawana, Morie Tominaga, Shigeru Chiba, Hideaki Kondo, Hiroyuki Yoshimine, Masaki Matsubara, Atsuyuki Morishima, Masashi Yanagisawa, Hiroyuki Kitagawa

Proceedings of the IEEE International Conference on Big Data, 2024

2019

NR-GAN: Noise Reduction GAN for Mice Electroencephalogram Signals.

Yuki Sumiya, Kazumasa Horie, Hiroaki Shiokawa, Hiroyuki Kitagawa

Proceedings of the ICBSP 2019: 4th International Conference on Biomedical Imaging, 2019

2017

Robustness of Selective Desensitization Perceptron Against Irrelevant and Partially Relevant Features in Pattern Classification.

Tomohiro Tanno, Kazumasa Horie, Jun Izawa, Masahiko Morita

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

Direct Estimation of Wrist Joint Angular Velocities from Surface EMGs by Using an SDNN Function Approximator.

Kazumasa Horie, Atsuo Suemitsu, Tomohiro Tanno, Masahiko Morita

Proceedings of the Neural Information Processing - 23rd International Conference, 2016