Compact CNN for Rapid Inter-day Hand Gesture Recognition and Person Identification from sEMG. - Benjakarn Leelakittisin; Theerawit Wilaiprasitporn; Thapanun Sudhawiyangkul (IEEE SENSORS, 2021)

Revealing Preference in Popular Music Through Familiarity and Brain Response. - Soravitt Sangnark; Phairot Autthasan; Puntawat Ponglertnapakorn; Phudit Chalekarn; Thapanun Sudhawiyangkul; Manatsanan Trakulruangroj; Sarita Songsermsawad; Rawin Assabumrungrat; Supalak Amplod; Kajornvut Ounjai; Theerawit Wilaiprasitporn (CoRR, 2021)

A Pilot Study on Visually-Stimulated Cognitive Tasks for EEG-Based Dementia Recognition Using Frequency and Time Features. - Supavit Kongwudhikunakorn; Suktipol Kiatthaveephong; Kamonwan Thanontip; Pitshaporn Leelaarporn; Maytus Piriyajitakonkij; Thananya Charoenpattarawut; Phairot Autthasan; Rattanaphon Chaisaen; Pathitta Dujada; Thapanun Sudhawiyangkul; Cuntai Guan; Vorapun Senanarong; et al. (CoRR, 2021)

A Pilot Study on Visually Stimulated Cognitive Tasks for EEG-Based Dementia Recognition. - Supavit Kongwudhikunakorn; Suktipol Kiatthaveephong; Kamonwan Thanontip; Pitshaporn Leelaarporn; Maytus Piriyajitakonkij; Thananya Charoenpattarawut; Phairot Autthasan; Rattanaphon Chaisaen; Pathitta Dujada; Thapanun Sudhawiyangkul; Vorapun Senanarong; Theerawit Wilaiprasitporn (IEEE Trans. Instrum. Meas., 2021)

MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification. - Phairot Autthasan; Rattanaphon Chaisaen; Thapanun Sudhawiyangkul; Phurin Rangpong; Suktipol Kiatthaveephong; Nat Dilokthanakul; Gun Bhakdisongkhram; Huy Phan; Cuntai Guan; Theerawit Wilaiprasitporn (IEEE Trans. Biomed. Eng., 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)

EEGANet: Removal of Ocular Artifacts From the EEG Signal Using Generative Adversarial Networks. - Phattarapong Sawangjai; Manatsanan Trakulruangroj; Chiraphat Boonnag; Maytus Piriyajitakonkij; Rajesh Kumar Tripathy; Thapanun Sudhawiyangkul; Theerawit Wilaiprasitporn (IEEE J. Biomed. Health Informatics, 2022)

An Extended System for External Sensors Data Acquisition and Validation During Conducting Polysomnography. - Tanut Choksatchawathi; Thitikorn Kaewlee; Guntitat Sawadwuthikul; Busarakum Chaitusaney; Nattapong Jaimchariyatam; Theerawit Wilaiprasitporn; Thapanun Sudhawiyangkul (SSP, 2023)

PseudoCell: Hard Negative Mining as Pseudo Labeling for Deep Learning-Based Centroblast Cell Detection. - Narongrid Seesawad; Piyalitt Ittichaiwong; Thapanun Sudhawiyangkul; Phattarapong Sawangjai; Peti Thuwajit; Paisarn Boonsakan; Supasan Sripodok; Kanyakorn Veerakanjana; Phoomraphee Luenam; Komgrid Charngkaew; Ananya Pongpaibul; Napat Angkathunyakul; et al. (CoRR, 2023)

ANet: Autoencoder-Based Local Field Potential Feature Extractor for Evaluating an Antidepressant Effect in Mice After Administering Kratom Leaf Extracts. - Jakkrit Nukitram; Wanumaidah Saengmolee; Rattanaphon Chaisaen; Phairot Autthasan; Narumon Sengnon; Juraithip Wungsintaweekul; Dania Cheaha; Ekkasit Kumarnsit; Thapanun Sudhawiyangkul; Theerawit Wilaiprasitporn (IEEE Trans. Biomed. Circuits Syst., 2023)

OCTAve: 2D En Face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning With Locality Augmentation. - Amrest Chinkamol; Vetit Kanjaras; Phattarapong Sawangjai; Yitian Zhao; Thapanun Sudhawiyangkul; Chantana Chantrapornchai; Cuntai Guan; Theerawit Wilaiprasitporn (IEEE Trans. Biomed. Eng., 2023)

Dyadic boundary points based empirical wavelet transform for the elimination of eye movement and eye blink-based ocular artifacts from EEG signals. - Shaswati Dash; Pranjali Gajbhiye; Phattarapong Sawangjai; Guntitat Sawadwuthikul; Thapanun Sudhawiyangkul; Rajesh Kumar Tripathy; Ram Bilas Pachori (Biomed. Signal Process. Control., 2023)

ApSense: Data-Driven Algorithm in PPG-Based Sleep Apnea Sensing. - Tanut Choksatchawathi; Guntitat Sawadwuthikul; Punnawish Thuwajit; Thitikorn Kaewlee; Thee Mateepithaktham; Siraphop Saisaard; Thapanun Sudhawiyangkul; Busarakum Chaitusaney; Wanumaidah Saengmolee; Theerawit Wilaiprasitporn (IEEE Internet Things J., 2024)