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Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks

Medical image analysis, 2018-05, Vol.46, p.202-214

2018

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Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty

Medical image analysis, 2022-01, Vol.75, p.102273-102273, Article 102273

2022

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Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network

Medical image analysis, 2019-10, Vol.57, p.1-17

2019

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Multiscale Regulation of the Intervertebral Disc: Achievements in Experimental, In Silico, and Regenerative Research

International journal of molecular sciences, 2021-01, Vol.22 (2), p.703

2021

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Learning non-linear patch embeddings with neural networks for label fusion

Medical image analysis, 2018-02, Vol.44, p.143-155

2018

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Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation

Computerized medical imaging and graphics, 2018-11, Vol.69, p.52-59

2018

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Dataset of Finite Element Models of Normal and Deformed Thoracolumbar Spine

Scientific data, 2024-05, Vol.11 (1), p.549-20, Article 549

2024

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Prediction of Lung Nodule Progression with an Uncertainty-Aware Hierarchical Probabilistic Network

Diagnostics (Basel), 2022-10, Vol.12 (11), p.2639

2022

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OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis: First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings

2018

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Attri-VAE: Attribute-based interpretable representations of medical images with variational autoencoders

Computerized medical imaging and graphics, 2023-03, Vol.104, p.102158-102158, Article 102158

2023

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An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis

Computer methods and programs in biomedicine, 2023-03, Vol.230, p.107334-107334, Article 107334

2023

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Right Ventricular Global and Regional Remodeling in American-Style Football Athletes: A Longitudinal 3D Echocardiographic Study

Applied sciences, 2021-04, Vol.11 (8), p.3357

2021

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Assessment of Radiomics and Deep Learning for the Segmentation of Fetal and Maternal Anatomy in Magnetic Resonance Imaging and Ultrasound

Academic radiology, 2021-02, Vol.28 (2), p.173-188

2021

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EView: An electric field visualization web platform for electroporation-based therapies

Computer methods and programs in biomedicine, 2020-12, Vol.197, p.105682-105682, Article 105682

2020

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Metabolic-associated fatty liver voxel-based quantification on CT images using a contrast adapted automatic tool

Medical image analysis, 2024-07, Vol.95, p.103185-103185, Article 103185

2024

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Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching

Medical image analysis, 2022-01, Vol.75, p.102249-102249, Article 102249

2022

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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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Information Filtering for Ultrasound-Based Real-Time Registration

IEEE transactions on biomedical engineering, 2011-03, Vol.58 (3), p.531-540

2011

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IEEE_Xplore

Association of central obesity with unique cardiac remodelling in young adults born small for gestational age

European heart journal cardiovascular imaging, 2023-06, Vol.24 (7), p.930-937

2023

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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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Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks

Medical image analysis, 2021-01, Vol.67, p.101823-101823, Article 101823

2021

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PIRET - A Platform for Treatment Planning in Electroporation-Based Therapies

IEEE transactions on biomedical engineering, 2023-06, Vol.70 (6), p.1-9

2023

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IEEE_Xplore

Statistical deformable bone models for robust 3D surface extrapolation from sparse data

Medical image analysis, 2007-04, Vol.11 (2), p.99-109

2007

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Theoretical Explorations Generate New Hypotheses About the Role of the Cartilage Endplate in Early Intervertebral Disk Degeneration

Frontiers in physiology, 2018-09, Vol.9, p.1210-1210

2018

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Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks

Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty

Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network

Multiscale Regulation of the Intervertebral Disc: Achievements in Experimental, In Silico, and Regenerative Research

Learning non-linear patch embeddings with neural networks for label fusion

Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation

Dataset of Finite Element Models of Normal and Deformed Thoracolumbar Spine

Prediction of Lung Nodule Progression with an Uncertainty-Aware Hierarchical Probabilistic Network

Attri-VAE: Attribute-based interpretable representations of medical images with variational autoencoders

An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis

Right Ventricular Global and Regional Remodeling in American-Style Football Athletes: A Longitudinal 3D Echocardiographic Study

Assessment of Radiomics and Deep Learning for the Segmentation of Fetal and Maternal Anatomy in Magnetic Resonance Imaging and Ultrasound

EView: An electric field visualization web platform for electroporation-based therapies

Metabolic-associated fatty liver voxel-based quantification on CT images using a contrast adapted automatic tool

Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching

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

Information Filtering for Ultrasound-Based Real-Time Registration

Association of central obesity with unique cardiac remodelling in young adults born small for gestational age

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

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

Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks

PIRET - A Platform for Treatment Planning in Electroporation-Based Therapies

Statistical deformable bone models for robust 3D surface extrapolation from sparse data

Theoretical Explorations Generate New Hypotheses About the Role of the Cartilage Endplate in Early Intervertebral Disk Degeneration

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