Single Channel ECG for Obstructive Sleep Apnea Severity Detection Using a Deep Learning Approach. - Nannapas Banluesombatkul; Thanawin Rakthanmanon; Theerawit Wilaiprasitporn (TENCON, 2018)

Deep Neural Networks with Weighted Averaged Overnight Airflow Features for Sleep Apnea-Hypopnea Severity Classification. - Payongkit Lakhan; Apiwat Ditthapron; Nannapas Banluesombatkul; Theerawit Wilaiprasitporn (TENCON, 2018)

EDOSE: Emotion Datasets from Open Source EEG with a Real-Time Bracelet Sensor. - Payongkit Lakhan; Nannapas Banluesombatkul; Vongsagon Changniam; Ratwade Dhithijaiyratn; Irawadee Thawornbut; Ekkarat Boonchieng; Theerawit Wilaiprasitporn (CoRR, 2018)

Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder. - Apiwat Ditthapron; Nannapas Banluesombatkul; Sombat Ketrat; Ekapol Chuangsuwanich; Theerawit Wilaiprasitporn (IEEE Access, 2019)

MetaSleepLearner: Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning. - Nannapas Banluesombatkul; Pichayoot Ouppaphan; Pitshaporn Leelaarporn; Payongkit Lakhan; Busarakum Chaitusaney; Nattapong Jaimchariyatam; Ekapol Chuangsuwanich; Nat Dilokthanakul; Theerawit Wilaiprasitporn (CoRR, 2020)

Affective EEG-Based Person Identification Using the Deep Learning Approach. - Theerawit Wilaiprasitporn; Apiwat Ditthapron; Karis Matchaparn; Tanaboon Tongbuasirilai; Nannapas Banluesombatkul; Ekapol Chuangsuwanich (IEEE Trans. Cogn. Dev. Syst., 2020)

MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning. - Nannapas Banluesombatkul; Pichayoot Ouppaphan; Pitshaporn Leelaarporn; Payongkit Lakhan; Busarakum Chaitusaney; Nattapong Jaimchariyatam; Ekapol Chuangsuwanich; Wei Chen 015; Huy Phan; Nat Dilokthanakul; Theerawit Wilaiprasitporn (IEEE J. Biomed. Health Informatics, 2021)

EEG-BBNet: a Hybrid Framework for Brain Biometric using Graph Connectivity. - Payongkit Lakhan; Nannapas Banluesombatkul; Natchaya Sricom; Korn Surapat; Ratha Rotruchiphong; Phattarapong Sawangjai; Tohru Yagi; Tulaya Limpiti; Theerawit Wilaiprasitporn (CoRR, 2022)

EEGWaveNet: Multiscale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection. - Punnawish Thuwajit; Phurin Rangpong; Phattarapong Sawangjai; Phairot Autthasan; Rattanaphon Chaisaen; Nannapas Banluesombatkul; Puttaranun Boonchit; Nattasate Tatsaringkansakul; Thapanun Sudhawiyangkul; Theerawit Wilaiprasitporn (IEEE Trans. Ind. Informatics, 2022)