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)

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)

A comparative study for interpreting deep learning prediction of the Parkinson's disease diagnosis from SPECT imaging. - Theerasarn Pianpanit; Sermkiat Lolak; Phattarapong Sawangjai; Apiwat Ditthapron; Sanparith Marukatat; Ekapol Chuangsuwanich; Theerawit Wilaiprasitporn (CoRR, 2019)

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)

Learning from Limited Data for Speech-based Traumatic Brain Injury (TBI) Detection. - Apiwat Ditthapron; Emmanuel O. Agu; Adam C. Lammert (ICMLA, 2021)

Continuous TBI Monitoring From Spontaneous Speech Using Parametrized Sinc Filters and a Cascading GRU. - Apiwat Ditthapron; Adam C. Lammert; Emmanuel O. Agu (IEEE J. Biomed. Health Informatics, 2022)

On Rejecting Low Quality Images to Improve Deep Smartphone Wound Assessment. - Apiwat Ditthapron; Emmanuel O. Agu; Peder C. Pedersen; Clifford Lindsay; Bengisu Tulu; Diane M. Strong (ICMLA, 2023)

Masking Kernel for Learning Energy-Efficient Representations for Speaker Recognition and Mobile Health. - Apiwat Ditthapron; Emmanuel O. Agu; Adam C. Lammert (INTERSPEECH, 2023)

ADL-GAN: Data Augmentation to Improve In-the-Wild ADL Recognition Using GANs. - Apiwat Ditthapron; Adam C. Lammert; Emmanuel O. Agu (IEEE Access, 2023)

Masking Kernel for Learning Energy-Efficient Speech Representation. - Apiwat Ditthapron; Emmanuel O. Agu; Adam C. Lammert (CoRR, 2023)

Privacy-preserving feature extractor using adversarial pruning for TBI assessment from speech. - Apiwat Ditthapron; Emmanuel O. Agu; Adam C. Lammert (Comput. Speech Lang., 2026)