General-to-Detailed GAN for Infrequent Class Medical Images. - Tatsuki Koga; Naoki Nonaka; Jun Sakuma; Jun Seita (CoRR, 2018)

Demographic Information Initialized Stacked Gated Recurrent Unit for an Early Prediction of Sepsis. - Naoki Nonaka; Jun Seita (CinC, 2019)

Electrocardiogram Classification by Modified EfficientNet With Data Augmentation. - Naoki Nonaka; Jun Seita (CinC, 2020)

RandECG: Data Augmentation for Deep Neural Network Based ECG Classification. - Naoki Nonaka; Jun Seita (JSAI, 2021)

In-depth Benchmarking of Deep Neural Network Architectures for ECG Diagnosis. - Naoki Nonaka; Jun Seita (MLHC, 2021)

End-to-End High-Risk Tackle Detection System for Rugby. - Naoki Nonaka; Ryo Fujihira; Monami Nishio; Hidetaka Murakami; Takuya Tajima; Mutsuo Yamada; Akira Maeda; Jun Seita (CVPR Workshops, 2022)

Objective Detection of High-Risk Tackle in Rugby by Combination of Pose Estimation and Machine Learning. - Monami Nishio; Naoki Nonaka; Ryo Fujihira; Hidetaka Murakami; Takuya Tajima; Mutsuo Yamada; Akira Maeda; Jun Seita (JSAI-isAI Workshops, 2022)

Efficient HLA imputation from sequential SNPs data by Transformer. - Kaho Tanaka; Kosuke Kato; Naoki Nonaka; Jun Seita (CoRR, 2022)

Construction of Japanese Imperial Diet Database Using Deep Neural Network. - Naoki Nonaka; Naoto Nonaka (J. Inf. Process., 2022)

Rugby Scene Classification Enhanced by Vision Language Model. - Naoki Nonaka; Ryo Fujihira; Toshiki Koshiba; Akira Maeda; Jun Seita (CVPR Workshops, 2024)