David Robben

Affiliations

Medical Imaging Research Center (MIRC), KU Leuven, UZ Herestraat 49 - box 7003, 3000, Leuven, Belgium.
Medical Image Computing (ESAT/PSI), KU Leuven, Leuven, Belgium.

Publications (8)

Whole liver segmentation based on deep learning and manual adjustment for clinical use in SIRT.

European journal of nuclear medicine and molecular imaging

Avec: Xikai Tang , Esmaeel Jafargholi Rangraz , Walter Coudyzer , Jeroen Bertels , David Robben , Georg Schramm , Wies Deckers , Geert Maleux , Kristof Baete , Chris Verslype , Mark J Gooding , Christophe M Deroose , Johan Nuyts

Prediction of Stroke Infarct Growth Rates by Baseline Perfusion Imaging.

Stroke

Avec: Anke Wouters , David Robben , Soren Christensen , Henk A Marquering , Yvo B W E M Roos , Robert J van Oostenbrugge , Wim H van Zwam , Diederik W J Dippel , Charles B L M Majoie , Wouter J Schonewille , Aad van der Lugt , Maarten Lansberg , Gregory W Albers , Paul Suetens , Robin Lemmens

AIFNet: Automatic vascular function estimation for perfusion analysis using deep learning.

Medical image analysis

Avec: Ezequiel de la Rosa , Diana M Sima , Bjoern Menze , Jan S Kirschke , David Robben

Predicting Infarct Core From Computed Tomography Perfusion in Acute Ischemia With Machine Learning: Lessons From the ISLES Challenge.

Stroke

Avec: Arsany Hakim , Søren Christensen , Stefan Winzeck , Maarten G Lansberg , Mark W Parsons , Christian Lucas , David Robben , Roland Wiest , Mauricio Reyes , Greg Zaharchuk

Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty.

Medical image analysis

Avec: Jeroen Bertels , David Robben , Dirk Vandermeulen , Paul Suetens

Detecting CTP truncation artifacts in acute stroke imaging from the arterial input and the vascular output functions.

PloS one

Avec: Ezequiel de la Rosa , Diana M Sima , Jan S Kirschke , Bjoern Menze , David Robben

Prediction of final infarct volume from native CT perfusion and treatment parameters using deep learning.

Medical image analysis

Avec: David Robben , Anna M M Boers , Henk A Marquering , Lucianne L C M Langezaal , Yvo B W E M Roos , Robert J van Oostenbrugge , Wim H van Zwam , Diederik W J Dippel , Charles B L M Majoie , Aad van der Lugt , Robin Lemmens , Paul Suetens

ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset.

Scientific data

Avec: Moritz R Hernandez Petzsche , Ezequiel de la Rosa , Uta Hanning , Roland Wiest , Waldo Valenzuela , Mauricio Reyes , Maria Meyer , Sook-Lei Liew , Florian Kofler , Ivan Ezhov , David Robben , Alexandre Hutton , Tassilo Friedrich , Teresa Zarth , Johannes Bürkle , The Anh Baran , Björn Menze , Gabriel Broocks , Lukas Meyer , Claus Zimmer , Tobias Boeckh-Behrens , Maria Berndt , Benno Ikenberg , Benedikt Wiestler , Jan S Kirschke

Réseau de co-auteurs

Paul Suetens 3 collaborations

Ezequiel de la Rosa 3 collaborations

Jan S Kirschke 3 collaborations

Jeroen Bertels 2 collaborations

Henk A Marquering 2 collaborations

Yvo B W E M Roos 2 collaborations

Robert J van Oostenbrugge 2 collaborations

Wim H van Zwam 2 collaborations

Diederik W J Dippel 2 collaborations

Charles B L M Majoie 2 collaborations

Aad van der Lugt 2 collaborations

Robin Lemmens 2 collaborations

Diana M Sima 2 collaborations

Bjoern Menze 2 collaborations

Roland Wiest 2 collaborations

Mauricio Reyes 2 collaborations

Xikai Tang 1 collaboration

Esmaeel Jafargholi Rangraz 1 collaboration

Walter Coudyzer 1 collaboration

Georg Schramm 1 collaboration

Wies Deckers 1 collaboration

Geert Maleux 1 collaboration

Kristof Baete 1 collaboration

Chris Verslype 1 collaboration

Mark J Gooding 1 collaboration

Christophe M Deroose 1 collaboration

Johan Nuyts 1 collaboration

Anke Wouters 1 collaboration

Soren Christensen 1 collaboration

Wouter J Schonewille 1 collaboration

Maarten Lansberg 1 collaboration

Gregory W Albers 1 collaboration

Arsany Hakim 1 collaboration

Søren Christensen 1 collaboration

Stefan Winzeck 1 collaboration

Maarten G Lansberg 1 collaboration

Mark W Parsons 1 collaboration

Christian Lucas 1 collaboration

Greg Zaharchuk 1 collaboration

Dirk Vandermeulen 1 collaboration

Anna M M Boers 1 collaboration

Lucianne L C M Langezaal 1 collaboration

Moritz R Hernandez Petzsche 1 collaboration

Uta Hanning 1 collaboration

Waldo Valenzuela 1 collaboration

Maria Meyer 1 collaboration

Sook-Lei Liew 1 collaboration

Florian Kofler 1 collaboration

Ivan Ezhov 1 collaboration

Alexandre Hutton 1 collaboration

Tassilo Friedrich 1 collaboration

Teresa Zarth 1 collaboration

Johannes Bürkle 1 collaboration

The Anh Baran 1 collaboration

Björn Menze 1 collaboration

Gabriel Broocks 1 collaboration

Lukas Meyer 1 collaboration

Claus Zimmer 1 collaboration

Tobias Boeckh-Behrens 1 collaboration

Maria Berndt 1 collaboration

Benno Ikenberg 1 collaboration

Benedikt Wiestler 1 collaboration