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Giacomo Tarroni | Researchclopedia

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Giacomo Tarroni

St George's, University of London ORCID

108

Works

2,739

Citations

21

h-index

26

i10-index

Research Topics

Medical Image Segmentation Techniques Advanced MRI Techniques and Applications Radiomics and Machine Learning in Medical Imaging

Affiliations

University of London2021–2024

University of Padua2014–2015

St George's, University of London2025–2025

City, University of London2020–2025

University of Chicago2012–2015

Top Works

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

Wenjia Bai,Matthew Sinclair,et al.

2018749 citations

Cardiac Imaging and Diagnostics

Advanced Neural Network Applications

Semi-supervised Learning for Network-Based Cardiac MR Image Segmentation

Wenjia Bai,Ozan Oktay,et al.

2017440 citations

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

Wenjia Bai,Hideaki Suzuki,et al.

2020257 citations

Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction

Wenjia Bai,Chen Chen,et al.

2019158 citations

Recurrent Neural Networks for Aortic Image Sequence Segmentation with Sparse Annotations

Wenjia Bai,Hideaki Suzuki,et al.

2018129 citations

Realistic Adversarial Data Augmentation for MR Image Segmentation

Chen Chen,Chen Qin,et al.

202093 citations

Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling

Carlo Biffi,Ozan Oktay,et al.

201866 citations

Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation

Chen Chen,Cheng Ouyang,et al.

202065 citations

Learning-Based Quality Control for Cardiac MR Images

Giacomo Tarroni,Ozan Oktay,et al.

201864 citations