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A framework to combine vector-valued metrics into a scalar-metric: Application to data comparison

Applications of mathematics (Prague), 2022-04, Vol.68 (2), p.143-152

Piella, Gemma

2022

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Diffusion maps for multimodal registration

Sensors (Basel, Switzerland), 2014-06, Vol.14 (6), p.10562-10577

Piella, Gemma

2014

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MC-RVAE: Multi-channel recurrent variational autoencoder for multimodal Alzheimer’s disease progression modelling

NeuroImage (Orlando, Fla.), 2023-03, Vol.268, p.119892-119892, Article 119892

2023

Volltextzugriff (PDF)

Machine learning‐based phenogrouping in heart failure to identify responders to cardiac resynchronization therapy

European journal of heart failure, 2019-01, Vol.21 (1), p.74-85

2019

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Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline

Computer methods and programs in biomedicine, 2020-03, Vol.185, p.105172-105172, Article 105172

2020

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Regulatory network-based model to simulate the biochemical regulation of chondrocytes in healthy and osteoarthritic environments

Scientific reports, 2022-03, Vol.12 (1), p.3856-3856, Article 3856

2022

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Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects

Medical image analysis, 2019-01, Vol.51, p.61-88

2019

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Revealing heterogeneity of brain imaging phenotypes in Alzheimer's disease based on unsupervised clustering of blood marker profiles

PloS one, 2019-03, Vol.14 (3), p.e0211121-e0211121

2019

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Characterization of clinical data for patient stratification in moderate osteoarthritis with support vector machines, regulatory network models, and verification against osteoarthritis Initiative data

Scientific reports, 2024-05, Vol.14 (1), p.11797-11797, Article 11797

2024

Volltextzugriff (PDF)

Riemannian Geometry of Functional Connectivity Matrices for Multi-Site Attention-Deficit/Hyperactivity Disorder Data Harmonization

Frontiers in neuroinformatics, 2022-05, Vol.16, p.769274-769274

2022

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A Riemannian approach to predicting brain function from the structural connectome

NeuroImage (Orlando, Fla.), 2022-08, Vol.257, p.119299-119299, Article 119299

2022

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Network-based modelling of mechano-inflammatory chondrocyte regulation in early osteoarthritis

Frontiers in bioengineering and biotechnology, 2023-02, Vol.11, p.1006066-1006066

2023

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Machine Learning Analysis of Left Ventricular Function to Characterize Heart Failure With Preserved Ejection Fraction

Circulation. Cardiovascular imaging, 2018-04, Vol.11 (4), p.e007138-e007138

2018

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Image Fusion for Enhanced Visualization: A Variational Approach

International journal of computer vision, 2009-06, Vol.83 (1), p.1-11

Piella, Gemma

2009

Volltextzugriff (PDF)

A general framework for multiresolution image fusion: from pixels to regions

Information fusion, 2003, Vol.4 (4), p.259-280

Piella, Gemma

2003

Volltextzugriff (PDF)

Machine Learning for Clinical Decision-Making: Challenges and Opportunities in Cardiovascular Imaging

Frontiers in cardiovascular medicine, 2022-01, Vol.8, p.765693-765693

2022

Volltextzugriff (PDF)

Multimodal image registration using Laplacian commutators

Information fusion, 2019-09, Vol.49, p.130-145

2019

Volltextzugriff (PDF)

Unveiling interactions between intervertebral disc morphologies and mechanical behavior through personalized finite element modeling

Frontiers in bioengineering and biotechnology, 2024-06, Vol.12, p.1384599

2024

Volltextzugriff (PDF)

Computational Evaluation of Cochlear Implant Surgery Outcomes Accounting for Uncertainty and Parameter Variability

Frontiers in physiology, 2018-05, Vol.9, p.498-498

2018

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Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction

Medical image analysis, 2020-02, Vol.60, p.101594-101594, Article 101594

2020

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Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI

Medical image analysis, 2019-05, Vol.54, p.263-279

2019

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Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography

Medical image analysis, 2012-02, Vol.16 (2), p.427-450

2012

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Characterization of myocardial motion patterns by unsupervised multiple kernel learning

Medical image analysis, 2017-01, Vol.35, p.70-82

2017

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LiverColor: An Artificial Intelligence Platform for Liver Graft Assessment

Diagnostics (Basel), 2024-08, Vol.14 (15), p.1654

2024

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A framework to combine vector-valued metrics into a scalar-metric: Application to data comparison

Diffusion maps for multimodal registration

MC-RVAE: Multi-channel recurrent variational autoencoder for multimodal Alzheimer’s disease progression modelling

Machine learning‐based phenogrouping in heart failure to identify responders to cardiac resynchronization therapy

Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline

Regulatory network-based model to simulate the biochemical regulation of chondrocytes in healthy and osteoarthritic environments

Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects

Revealing heterogeneity of brain imaging phenotypes in Alzheimer's disease based on unsupervised clustering of blood marker profiles

Characterization of clinical data for patient stratification in moderate osteoarthritis with support vector machines, regulatory network models, and verification against osteoarthritis Initiative data

Riemannian Geometry of Functional Connectivity Matrices for Multi-Site Attention-Deficit/Hyperactivity Disorder Data Harmonization

A Riemannian approach to predicting brain function from the structural connectome

Network-based modelling of mechano-inflammatory chondrocyte regulation in early osteoarthritis

Machine Learning Analysis of Left Ventricular Function to Characterize Heart Failure With Preserved Ejection Fraction

Image Fusion for Enhanced Visualization: A Variational Approach

A general framework for multiresolution image fusion: from pixels to regions

Machine Learning for Clinical Decision-Making: Challenges and Opportunities in Cardiovascular Imaging

Identifying causative mechanisms linking early-life stress to psycho-cardio-metabolic multi-morbidity: The EarlyCause project

Multimodal image registration using Laplacian commutators

Unveiling interactions between intervertebral disc morphologies and mechanical behavior through personalized finite element modeling

Computational Evaluation of Cochlear Implant Surgery Outcomes Accounting for Uncertainty and Parameter Variability

Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction

Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI

Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography

Characterization of myocardial motion patterns by unsupervised multiple kernel learning

LiverColor: An Artificial Intelligence Platform for Liver Graft Assessment

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