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Simulation of hyperelastic materials in real-time using deep learning

Medical image analysis, 2020-01, Vol.59, p.101569-101569, Article 101569

2020

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Assessment of patient specific information in the wild on fundus photography and optical coherence tomography

Scientific reports, 2021-04, Vol.11 (1), p.8621-8621, Article 8621

2021

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Mask then classify: multi-instance segmentation for surgical instruments

International journal for computer assisted radiology and surgery, 2021-07, Vol.16 (7), p.1227-1236

2021

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Müller matrix polarimetry for pancreatic tissue characterization

Scientific reports, 2023-09, Vol.13 (1), p.16417-16417, Article 16417

2023

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Real-time camera pose estimation for sports fields

Machine vision and applications, 2020-03, Vol.31 (3), Article 16

2020

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Unsupervised out-of-distribution detection for safer robotically guided retinal microsurgery

International journal for computer assisted radiology and surgery, 2023-06, Vol.18 (6), p.1085-1091

2023

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A Morphological Approach to Curvature-Based Evolution of Curves and Surfaces

IEEE transactions on pattern analysis and machine intelligence, 2014-01, Vol.36 (1), p.2-17

2014

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IEEE_Xplore

Interpreting High-resolution Spectroscopy of Exoplanets using Cross-correlations and Supervised Machine Learning

The Astronomical journal, 2020-05, Vol.159 (5), p.192

2020

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ulisse: A tool for one-shot sky exploration and its application for detection of active galactic nuclei

Astronomy and astrophysics (Berlin), 2022-10, Vol.666, p.A171

2022

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Higher-order regularization and morphological techniques for image segmentation

Electronic letters on computer vision and image analysis, 2015, Vol.14 (3), p.19-20

Márquez Neila, Pablo

2015

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Visual Pathway Outcomes Based on Sample Size in Clinical Neuroprotection Research

JAMA neurology, 2024-05, Vol.81 (5), p.553

2024

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Supervised Machine Learning for Intercomparison of Model Grids of Brown Dwarfs: Application to GJ 570D and the Epsilon Indi B Binary System

The Astronomical journal, 2020-01, Vol.159 (1), p.6

2020

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Predicting OCT biological marker localization from weak annotations

Scientific reports, 2023-11, Vol.13 (1), p.19667-19667, Article 19667

2023

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Morphological snakes

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2010, p.2197-2202

2010

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IEEE_Xplore

Information Content of JWST NIRSpec Transmission Spectra of Warm Neptunes

The Astronomical journal, 2020-07, Vol.160 (1), p.15

2020

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Patient-attentive sequential strategy for perimetry-based visual field acquisition

Medical image analysis, 2019-05, Vol.54, p.179-192

2019

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A flexible framework to ease nearest neighbor search in multidimensional data spaces

Data & knowledge engineering, 2010, Vol.69 (1), p.116-136

2010

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SS3D: Unsupervised Out-of-Distribution Detection and Localization for Medical Volumes

Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis, p.111-118

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Full or Weak Annotations? An Adaptive Strategy for Budget-Constrained Annotation Campaigns

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, p.11381-11391

2023

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Deep Learning-Based Automated Detection of Retinal Breaks and Detachments on Fundus Photography

Translational vision science & technology, 2024-04, Vol.13 (4), p.1-1

2024

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Rationalizing Efficient Compositional Image Alignment: The Constant Jacobian Gauss-Newton Optimization Algorithm

International journal of computer vision, 2015-05, Vol.112 (3), p.354-372

2015

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Image Data Validation for Medical Systems

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.329-337

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Data Invariants to Understand Unsupervised Out-of-Distribution Detection

Computer Vision - ECCV 2022, 2022, Vol.13691, p.133-150

2022

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Exploiting Enclosing Membranes and Contextual Cues for Mitochondria Segmentation

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014, 2014, Vol.17 (Pt 1), p.65-72

2014

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A Fast Method for the Segmentation of Synaptic Junctions and Mitochondria in Serial Electron Microscopic Images of the Brain

Neuroinformatics (Totowa, N.J.), 2016-04, Vol.14 (2), p.235-250

2016

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Simulation of hyperelastic materials in real-time using deep learning

Assessment of patient specific information in the wild on fundus photography and optical coherence tomography

Mask then classify: multi-instance segmentation for surgical instruments

Müller matrix polarimetry for pancreatic tissue characterization

Real-time camera pose estimation for sports fields

Unsupervised out-of-distribution detection for safer robotically guided retinal microsurgery

A Morphological Approach to Curvature-Based Evolution of Curves and Surfaces

Interpreting High-resolution Spectroscopy of Exoplanets using Cross-correlations and Supervised Machine Learning

ulisse: A tool for one-shot sky exploration and its application for detection of active galactic nuclei

Higher-order regularization and morphological techniques for image segmentation

Visual Pathway Outcomes Based on Sample Size in Clinical Neuroprotection Research

Supervised Machine Learning for Intercomparison of Model Grids of Brown Dwarfs: Application to GJ 570D and the Epsilon Indi B Binary System

Predicting OCT biological marker localization from weak annotations

Morphological snakes

Information Content of JWST NIRSpec Transmission Spectra of Warm Neptunes

Patient-attentive sequential strategy for perimetry-based visual field acquisition

A flexible framework to ease nearest neighbor search in multidimensional data spaces

SS3D: Unsupervised Out-of-Distribution Detection and Localization for Medical Volumes

Full or Weak Annotations? An Adaptive Strategy for Budget-Constrained Annotation Campaigns

Deep Learning-Based Automated Detection of Retinal Breaks and Detachments on Fundus Photography

Rationalizing Efficient Compositional Image Alignment: The Constant Jacobian Gauss-Newton Optimization Algorithm

Image Data Validation for Medical Systems

Data Invariants to Understand Unsupervised Out-of-Distribution Detection

Exploiting Enclosing Membranes and Contextual Cues for Mitochondria Segmentation

A Fast Method for the Segmentation of Synaptic Junctions and Mitochondria in Serial Electron Microscopic Images of the Brain

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