21 citations · 32 across the 4 of their papers we have counts for
4 papers
Syn-STARTS: Synthesized START Triage Scenario Generation Framework for Scalable LLM Evaluation
Chiharu Hagiwara, Naoki Nonaka, Yuhta Hashimoto +2
Triage is a critically important decision-making process in mass casualty incidents (MCIs) to maximize victim survival rates. While the role of AI in such situations is gaining att…
Efficient HLA imputation from sequential SNPs data by Transformer
Kaho Tanaka, Kosuke Kato, Naoki Nonaka +1
Human leukocyte antigen (HLA) genes are associated with a variety of diseases, however direct typing of HLA is time and cost consuming. Thus various imputation methods using sequen…
Data Augmentation for Electrocardiogram Classification with Deep Neural Network
Naoki Nonaka, Jun Seita
Electrocardiogram (ECG) is the most crucial monitoring modality to diagnose cardiovascular events. Precise and automatic detection of abnormal ECG patterns is beneficial to both ph…
General-to-Detailed GAN for Infrequent Class Medical Images
Tatsuki Koga, Naoki Nonaka, Jun Sakuma +1
Deep learning has significant potential for medical imaging. However, since the incident rate of each disease varies widely, the frequency of classes in a medical image dataset is…