Concepedia

Giacomo Tarroni

GT

17

Publications

1.5K

Citations

15

H-Index

1992

Active since

Affiliations

Imperial College London(Current)

City, University of London

Queen Mary University of London

University of Milan

University of Edinburgh

Giacomo Tarroni is an author at Imperial College London specializing in medical image computing, engineering, and machine learning.

Top concepts

Medical Image ComputingRadiologyEngineeringData ScienceMachine LearningHealthBiostatisticsDeep LearningImage AnalysisComputer Vision

Publications per year

1992–2023

17

Publications

17

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

Wenjia Bai, Matthew Sinclair, Giacomo Tarroni et al. · Journal of Cardiovascular Magnetic Resonance · 2018 · 719 citations · Full text

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 · 248 citations · Full text

Epidemiology, Aortic Structure, Cardiovascular Epidemiology +13

Learning-Based Quality Control for Cardiac MR Images

Giacomo Tarroni, Ozan Oktay, Wenjia Bai et al. · IEEE Transactions on Medical Imaging · 2018 · 62 citations · Full text

Enhancing MR image segmentation with realistic adversarial data augmentation

Chen Chen, Chen Qin, Cheng Ouyang et al. · Medical Image Analysis · 2022 · 59 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +20

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

Giacomo Tarroni · 2021 · 58 citations

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