Leonardo Rundo

Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation

Michael Yeung, Evis Sala, Carola‐Bibiane Schönlieb et al. · Computerized Medical Imaging and Graphics · 2021 · 586 citations · Full text

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