Giacomo Tarroni

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

Wenjia Bai, Matthew Sinclair, Giacomo Tarroni et al. · Journal of Cardiovascular Magnetic Resonance · 2018 · 773 citations · Full text

Medicine, Cardiology, Radiology +17

A population-based phenome-wide association study of cardiac and aortic structure and function

Wenjia Bai, Hideaki Suzuki, Jian Huang et al. · Nature Medicine · 2020 · 273 citations · Full text

Life Sciences, Cardiology, Genetics +14

Learning-Based Quality Control for Cardiac MR Images

Giacomo Tarroni, Ozan Oktay, Wenjia Bai et al. · IEEE Transactions on Medical Imaging · 2018 · 68 citations · Full text

Medicine, Cardiology, Radiology +17

Enhancing MR image segmentation with realistic adversarial data augmentation

Chen Chen, Chen Qin, Cheng Ouyang et al. · Medical Image Analysis · 2022 · 63 citations · Full text

Computing, Computer Science, Radiology +17

Anomaly detection through latent space restoration using vector-quantized variational autoencoders

Giacomo Tarroni · Spiral (Imperial College London) · 2021 · 61 citations

Computing, Computer Science, Computer Vision +16