Hideki Nakayama

GAN-based synthetic brain MR image generation

Changhee Han, Hideaki Hayashi, Leonardo Rundo et al. · 2018 · 334 citations

Engineering, Image Analysis, Generative Model +17

Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection

Changhee Han, Leonardo Rundo, Ryosuke Araki et al. · IEEE Access · 2019 · 236 citations · Full text

Medical Image Segmentation, Engineering, Machine Learning +20

MADGAN: unsupervised medical anomaly detection GAN using multiple adjacent brain MRI slice reconstruction

Changhee Han, Leonardo Rundo, Kohei Murao et al. · BMC Bioinformatics · 2021 · 182 citations · Full text

Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-Based CT Image Augmentation for Object Detection

Changhee Han, Yoshiro Kitamura, Akira Kudo et al. · 2019 · 143 citations

Medical Image Segmentation, Engineering, Machine Learning +22

Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior

Raphael Shu, Jason Lee, Hideki Nakayama et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 111 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +19