Concepedia

Changhee Han

CH

18

Publications

1.3K

Citations

14

H-Index

2012

Active since

Affiliations

The University of Tokyo(Current)

University of Cambridge

National Institute of Informatics

University of Milano-Bicocca

National Center for Global Health and Medicine

Changhee Han is an author at The University of Tokyo specializing in engineering, deep learning, and medical image computing.

Top concepts

EngineeringRadiologyDeep LearningMedical ImagingBiomedical ImagingMedical Image ComputingHealthImage AnalysisSynthetic Image GenerationData Science

Publications per year

2012–2024

18

Publications

18

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

Learning More with Less: Conditional PGGAN-based Data Augmentation for\n Brain Metastases Detection Using Highly-Rough Annotation on MR Images

Changhee Han, Kohei Murao, Tomoyuki Noguchi et al. · arXiv (Cornell University) · 2019 · 80 citations · Full text

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