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 · 652 citations · Full text

Computing, Biomedical Engineering, Computer Science +17

GAN-based synthetic brain MR image generation

Changhee Han, Hideaki Hayashi, Leonardo Rundo et al. · 2018 · 341 citations

Computing, Computer Science, Radiology +16

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 · 249 citations · Full text

Computing, Computer Science, Radiology +17

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

Changhee Han, Leonardo Rundo, Kohei Murao et al. · BMC Bioinformatics · 2021 · 195 citations · Full text

Computing, Biomedical Engineering, Radiology +17

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 · 147 citations

Computing, Computer Science, Radiology +14