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DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

IEEE transactions on pattern analysis and machine intelligence, 2019-07, Vol.41 (7), p.1559-1572

2019

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Multi-task deep learning for glaucoma detection from color fundus images

Scientific reports, 2022-07, Vol.12 (1), p.12361-12361, Article 12361

2022

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Fairness and bias correction in machine learning for depression prediction across four study populations

Scientific reports, 2024-04, Vol.14 (1), p.7848-7848, Article 7848

2024

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From Accuracy to Reliability and Robustness in Cardiac Magnetic Resonance Image Segmentation: A Review

Applied sciences, 2022-04, Vol.12 (8), p.3936

2022

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Telemedicine and Digital Health Applications in Vascular Surgery

Journal of clinical medicine, 2022-10, Vol.11 (20), p.6047

2022

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Substantially thinner internal granular layer and reduced molecular layer surface in the cerebellar cortex of the Tc1 mouse model of down syndrome – a comprehensive morphometric analysis with active staining contrast-enhanced MRI

NeuroImage (Orlando, Fla.), 2020-12, Vol.223, p.117271, Article 117271

2020

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Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning

IEEE transactions on medical imaging, 2018-07, Vol.37 (7), p.1562-1573

2018

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Automated voxel-based 3D cortical thickness measurement in a combined Lagrangian–Eulerian PDE approach using partial volume maps

Medical image analysis, 2009-10, Vol.13 (5), p.730-743

2009

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Selection bias in the reported performances of AD classification pipelines

NeuroImage clinical, 2017-01, Vol.14 (C), p.400-416

2017

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Preictal dysfunctions of inhibitory interneurons paradoxically lead to their rebound hyperactivity and to low-voltage-fast onset seizures in Dravet syndrome

Proceedings of the National Academy of Sciences - PNAS, 2024-06, Vol.121 (23), p.e2316364121

2024

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DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams

Data mining and knowledge discovery, 2023-03, Vol.37 (2), p.627-669

2023

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Vessel-CAPTCHA: An efficient learning framework for vessel annotation and segmentation

Medical image analysis, 2022-01, Vol.75, p.102263-102263, Article 102263

2022

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Detecting Clinically Meaningful Shape Clusters in Medical Image Data: Metrics Analysis for Hierarchical Clustering Applied to Healthy and Pathological Aortic Arches

IEEE transactions on biomedical engineering, 2017-10, Vol.64 (10), p.2373-2383

2017

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Slic-Seg: A minimally interactive segmentation of the placenta from sparse and motion-corrupted fetal MRI in multiple views

Medical image analysis, 2016-12, Vol.34, p.137-147

2016

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Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets

IEEE transactions on medical imaging, 2015-07, Vol.34 (7), p.1460-1473

2015

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Computing and Visualization for Intravascular Imaging and Computer-Assisted Stenting

1, 2016

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Right ventricle segmentation from cardiac MRI: A collation study

Medical image analysis, 2015-01, Vol.19 (1), p.187-202

2015

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Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&ms Challenge

IEEE journal of biomedical and health informatics, 2023-07, Vol.27 (7), p.1-14

2023

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Autism spectrum disorder characterization in children by capturing local‐regional brain changes in MRI

Medical physics (Lancaster), 2020-01, Vol.47 (1), p.119-131

2020

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Inference of Cerebrovascular Topology With Geodesic Minimum Spanning Trees

IEEE transactions on medical imaging, 2019-01, Vol.38 (1), p.225-239

2019

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Job-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images

2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023, p.1-5

2023

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Automatic segmentation of right ventricle in cardiac cine MR images using a saliency analysis

Medical physics (Lancaster), 2016-12, Vol.43 (12), p.6270-6281

2016

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Exploring Auditory Acoustic Features for The Diagnosis of Covid-19

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.566-570

2022

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Imaging the human placental microcirculation with micro-focus computed tomography: Optimisation of tissue preparation and image acquisition

Placenta (Eastbourne), 2017-12, Vol.60, p.36-39

2017

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Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 2020-10, p.528-538

2020

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DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

Multi-task deep learning for glaucoma detection from color fundus images

Fairness and bias correction in machine learning for depression prediction across four study populations

From Accuracy to Reliability and Robustness in Cardiac Magnetic Resonance Image Segmentation: A Review

Telemedicine and Digital Health Applications in Vascular Surgery

Substantially thinner internal granular layer and reduced molecular layer surface in the cerebellar cortex of the Tc1 mouse model of down syndrome – a comprehensive morphometric analysis with active staining contrast-enhanced MRI

Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning

Automated voxel-based 3D cortical thickness measurement in a combined Lagrangian–Eulerian PDE approach using partial volume maps

Selection bias in the reported performances of AD classification pipelines

Preictal dysfunctions of inhibitory interneurons paradoxically lead to their rebound hyperactivity and to low-voltage-fast onset seizures in Dravet syndrome

DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams

Vessel-CAPTCHA: An efficient learning framework for vessel annotation and segmentation

Detecting Clinically Meaningful Shape Clusters in Medical Image Data: Metrics Analysis for Hierarchical Clustering Applied to Healthy and Pathological Aortic Arches

Slic-Seg: A minimally interactive segmentation of the placenta from sparse and motion-corrupted fetal MRI in multiple views

Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets

Computing and Visualization for Intravascular Imaging and Computer-Assisted Stenting

Right ventricle segmentation from cardiac MRI: A collation study

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&ms Challenge

Autism spectrum disorder characterization in children by capturing local‐regional brain changes in MRI

Inference of Cerebrovascular Topology With Geodesic Minimum Spanning Trees

Job-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images

Automatic segmentation of right ventricle in cardiac cine MR images using a saliency analysis

Exploring Auditory Acoustic Features for The Diagnosis of Covid-19

Imaging the human placental microcirculation with micro-focus computed tomography: Optimisation of tissue preparation and image acquisition

Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis

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