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Personalization of a cardiac electromechanical model using reduced order unscented Kalman filtering from regional volumes

Medical image analysis, 2013-10, Vol.17 (7), p.816-829

2013

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A General Framework for Context-Specific Image Segmentation Using Reinforcement Learning

IEEE transactions on medical imaging, 2013-05, Vol.32 (5), p.943-956

2013

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Outlier Detection and Handling for Robust 3-D Active Shape Models Search

IEEE transactions on medical imaging, 2007-02, Vol.26 (2), p.212-222

2007

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P79 StarNEt: A convolutional neural network for automated white and gray matter segmentation from magnetic resonance imaging in the human brain

Clinical neurophysiology, 2020-04, Vol.131 (4), p.e55-e56

2020

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High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection

Frontiers in oncology, 2023-01, Vol.12, p.1044496

2023

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Cardiac magnetic resonance radiomics for prediction of incident heart failure: a feasibility study in the UK Biobank Imaging cohort

European heart journal, 2022-10, Vol.43 (Supplement_2)

2022

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Variation of cardiac magnetic resonance radiomics features by age and sex in healthy participants from the UK Biobank

European heart journal, 2020-11, Vol.41 (Supplement_2)

2020

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Digital twins: reimagining the future of cardiovascular risk prediction and personalised care

Hellenic journal of cardiology, 2024-06

2024

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A High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT

IEEE transactions on medical imaging, 2013-01, Vol.32 (1), p.28-44

2013

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Classifying hypertension mediated left ventricular hypertrophy phenotypes from the 12-lead electrocardiogram using machine learning

European heart journal cardiovascular imaging, 2023-06, Vol.24 (Supplement_1)

2023

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Higher consumption of red and processed meat is associated with adverse cardiovascular magnetic resonance morpho-functional phenotypes: A study of 19,408 UK Biobank participants

European journal of preventive cardiology, 2021-05, Vol.28 (Supplement_1)

2021

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An Inter-Landmark Approach to 4-D Shape Extraction and Interpretation: Application to Myocardial Motion Assessment in MRI

IEEE transactions on medical imaging, 2011-01, Vol.30 (1), p.52-68

2011

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Construction of a statistical atlas of the whole heart from a large 4D CT database

2012 Computing in Cardiology, 2012, p.541-544

2012

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Radiomics Signatures of Cardiovascular Risk Factors in Cardiac MRI: Results From the UK Biobank

Frontiers in cardiovascular medicine, 2020-11, Vol.7, p.591368

2020

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Associations of Meat and Fish Consumption With Conventional and Radiomics Cardiovascular Magnetic Resonance Phenotypes in the UK Biobank

Frontiers in cardiovascular medicine, 2021-05, Vol.8, p.667849-667849

2021

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Revisiting Skin Tone Fairness in Dermatological Lesion Classification

Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, p.246-255

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LongITools: Dynamic longitudinal exposome trajectories in cardiovascular and metabolic noncommunicable diseases

Environmental epidemiology, 2022-02, Vol.6 (1), p.e184

2022

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Auditing Unfair Biases in CNN-Based Diagnosis of Alzheimer’s Disease

Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, p.172-182

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Application of Generalized Stochastic Petri Nets to Performance Modeling of the RF Communication in Sensor Networks

Verification and Evaluation of Computer and Communication Systems, 2017, Vol.10466, p.33-47

2017

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Reusability of Statistical Shape Models for the Segmentation of Severely Abnormal Hearts

Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, p.257-264

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Fusing Correspondenceless 3D Point Distribution Models

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 1), p.251-258

2013

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Patient-Specific Manifold Embedding of Multispectral Images Using Kernel Combinations

Machine Learning in Medical Imaging, p.82-89

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Inter-Point Procrustes: Identifying Regional and Large Differences in 3D Anatomical Shapes

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012, 2012, Vol.15 (Pt 3), p.99-106

2012

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UnWave-Net: Unrolled Wavelet Network for Compton Tomography Image Reconstruction

Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, p.732-742

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Disease-Informed Adaptation of Vision-Language Models

Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, p.232-242

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Personalization of a cardiac electromechanical model using reduced order unscented Kalman filtering from regional volumes

A General Framework for Context-Specific Image Segmentation Using Reinforcement Learning

Outlier Detection and Handling for Robust 3-D Active Shape Models Search

P79 StarNEt: A convolutional neural network for automated white and gray matter segmentation from magnetic resonance imaging in the human brain

High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection

Cardiac magnetic resonance radiomics for prediction of incident heart failure: a feasibility study in the UK Biobank Imaging cohort

Variation of cardiac magnetic resonance radiomics features by age and sex in healthy participants from the UK Biobank

Digital twins: reimagining the future of cardiovascular risk prediction and personalised care

A High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT

Classifying hypertension mediated left ventricular hypertrophy phenotypes from the 12-lead electrocardiogram using machine learning

Higher consumption of red and processed meat is associated with adverse cardiovascular magnetic resonance morpho-functional phenotypes: A study of 19,408 UK Biobank participants

An Inter-Landmark Approach to 4-D Shape Extraction and Interpretation: Application to Myocardial Motion Assessment in MRI

Construction of a statistical atlas of the whole heart from a large 4D CT database

Radiomics Signatures of Cardiovascular Risk Factors in Cardiac MRI: Results From the UK Biobank

Associations of Meat and Fish Consumption With Conventional and Radiomics Cardiovascular Magnetic Resonance Phenotypes in the UK Biobank

Revisiting Skin Tone Fairness in Dermatological Lesion Classification

LongITools: Dynamic longitudinal exposome trajectories in cardiovascular and metabolic noncommunicable diseases

Auditing Unfair Biases in CNN-Based Diagnosis of Alzheimer’s Disease

Application of Generalized Stochastic Petri Nets to Performance Modeling of the RF Communication in Sensor Networks

Reusability of Statistical Shape Models for the Segmentation of Severely Abnormal Hearts

Fusing Correspondenceless 3D Point Distribution Models

Patient-Specific Manifold Embedding of Multispectral Images Using Kernel Combinations

Inter-Point Procrustes: Identifying Regional and Large Differences in 3D Anatomical Shapes

UnWave-Net: Unrolled Wavelet Network for Compton Tomography Image Reconstruction

Disease-Informed Adaptation of Vision-Language Models

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