Dr. Marleen de Bruijne Profile

Dr. Marleen de Bruijne

Professor of AI in Medical Image Analysis at Erasmus MC

SPIE Involvement:

Conference Program Committee | Author

Publications (22)

Proceedings Article | 2 March 2018 Paper

Aorta and pulmonary artery segmentation using optimal surface graph cuts in non-contrast CT

Zahra Sedghi Gamechi, Marleen de Bruijne, Andres Arias-Lorza, Jesper Holst Pedersen

Proceedings Volume 10574, 105742D (2018) https://doi.org/10.1117/12.2293748

KEYWORDS: Arteries, Aorta, Computed tomography, Image segmentation, Chronic obstructive pulmonary disease, Optical inspection, Acquisition tracking and pointing, Lung, Bone, Lung cancer, Volume segmentation

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Proceedings Article | 2 March 2018 Presentation + Paper

Quantification of lung abnormalities in cystic fibrosis using deep networks

Filipe Marques, Marleen de Bruijne, Florian Dubost, Harm A. Tiddens, Mariette Kemner-van de Corput

Proceedings Volume 10574, 105741G (2018) https://doi.org/10.1117/12.2292188

KEYWORDS: Lung, Cystic fibrosis, Tissues, Network architectures, Binary data, Convolutional neural networks, Image classification, Computed tomography, Convolution, Neural networks

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Proceedings Article | 18 March 2013 Paper

Automated measurement of diagnostic angles for hip dysplasia

Sepp de Raedt, Inger Mechlenburg, Maiken Stilling, Kjeld Søballe, Marleen de Bruijne, Lone Rømer

Proceedings Volume 8670, 867009 (2013) https://doi.org/10.1117/12.2007599

KEYWORDS: Image segmentation, Bone, Head, Diagnostics, Artificial intelligence, Computed tomography, Binary data, Optical spheres, Neodymium, Optical inspection

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Proceedings Article | 13 March 2013 Paper

Robust local appearance features for MRI brain structure segmentation across scanning protocols

Hakim Achterberg, Dirk H. J. Poot, Fedde van der Lijn, Meike Vernooij, M. Arfan Ikram, Wiro Niessen, Marleen de Bruijne

Proceedings Volume 8669, 866905 (2013) https://doi.org/10.1117/12.2006038

KEYWORDS: Image segmentation, Tissues, Brain, Data modeling, Scanners, Magnetic resonance imaging, Neuroimaging, Brain mapping, Data acquisition, Target acquisition

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Proceedings Article | 23 February 2012 Paper

Towards exaggerated emphysema stereotypes

C. Igel, L. Sørensen, A. Feragen, M. Nielsen, F. Lauze, C. Chen, M. Loog, M. de Bruijne

Proceedings Volume 8315, 83150Q (2012) https://doi.org/10.1117/12.911398

KEYWORDS: Emphysema, Lung, Tissues, Computed tomography, Medical imaging, Image classification, Statistical analysis, Visualization, Feature extraction, Image visualization

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Proceedings Article | 9 March 2011 Paper

Plaque characterization in ex vivo MRI evaluated by dense 3D correspondence with histology

Hence Verhagen, Aad van der Lugt, Marleen de Bruijne, Arna van Engelen, Harald Groen, Stefan Klein, Jolanda Wentzel, Wiro Niessen

Proceedings Volume 7963, 796329 (2011) https://doi.org/10.1117/12.878007

KEYWORDS: Magnetic resonance imaging, Tissues, Image segmentation, Image registration, Tissue optics, In vivo imaging, 3D image processing, Image classification, Arteries, Rigid registration

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Proceedings Article | 9 March 2010 Paper

Quantitative analysis of airway abnormalities in CT

Jens Petersen, Mads Nielsen, Haseem Ashraf, Goutham Edula, Pechin Lo, Marleen de Bruijne, Asger Dirksen

Proceedings Volume 7624, 76241S (2010) https://doi.org/10.1117/12.843937

KEYWORDS: Image segmentation, Chronic obstructive pulmonary disease, Computed tomography, Lung, Emphysema, Point spread functions, Diagnostics, Quantitative analysis, Pulmonary function tests, Evolutionary algorithms

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Proceedings Article | 9 March 2010 Paper

MACD: an imaging marker for cardiovascular disease

Marleen de Bruijne, Mads Nielsen, Melanie Ganz

Proceedings Volume 7624, 76240P (2010) https://doi.org/10.1117/12.844164

KEYWORDS: Chemical vapor deposition, X-rays, X-ray imaging, Arteries, Radiography, Biological research, Standards development, Inflammation, Statistical analysis, Cancer

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Proceedings Article | 27 March 2009 Paper

Mass preserving registration for lung CT

Harm Tiddens, Mads Nielsen, Martine Loeve, Vladlena Gorbunova, Pechin Lo, Jon Sporring, Marleen de Bruijne

Proceedings Volume 7259, 72592R (2009) https://doi.org/10.1117/12.812504

KEYWORDS: Image registration, Lung, Computed tomography, Tissues, Image segmentation, Medical imaging, Image resolution, Image compression, Cystic fibrosis, Radiology

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Proceedings Article | 28 February 2009 Paper

Marleen de Bruijne, Lauge Sørensen

Proceedings Volume 7260, 72602Z (2009) https://doi.org/10.1117/12.812505

KEYWORDS: Prototyping, Lung, Niobium, Pattern recognition, Image classification, Computed tomography, Signal attenuation, Medical imaging, Computer aided diagnosis and therapy, Current controlled current source

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Proceedings Article | 19 March 2008 Paper

Integrating local voxel classification and global shape models for medical image segmentation

Marleen de Bruijne, Bram van Ginneken, Eva van Rikxoort

Proceedings Volume 6914, 69144J (2008) https://doi.org/10.1117/12.773209

KEYWORDS: Image segmentation, Lung, Data modeling, 3D modeling, Principal component analysis, Classification systems, Medical imaging, Image classification, Vector spaces, Binary data

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Proceedings Article | 11 March 2008 Paper

Multi-object tracking of human spermatozoa

Peter Johansen, Jakob Østergaard, Lauge Sørensen, Marleen de Bruijne

Proceedings Volume 6914, 69142C (2008) https://doi.org/10.1117/12.771135

KEYWORDS: Head, Optical tracking, Particle filters, Detection and tracking algorithms, Error analysis, Medical imaging, Image processing, Neptunium, Microscopy, Computing systems

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Proceedings Article | 11 March 2008 Paper

Voxel classification based airway tree segmentation

Marleen de Bruijne, Pechin Lo

Proceedings Volume 6914, 69141K (2008) https://doi.org/10.1117/12.772777

KEYWORDS: Image segmentation, Lung, Computed tomography, Image classification, Chronic obstructive pulmonary disease, Image processing, Image processing algorithms and systems, Feature selection, Emphysema, Pathology

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Proceedings Article | 30 March 2007 Paper

Semi-automatic detection of calcifications using nonlinear stretching on x-ray images

Mads Nielsen, Lars Conrad-Hansen, Maria Petrou, Marleen de Brujne

Proceedings Volume 6514, 65142N (2007) https://doi.org/10.1117/12.708443

KEYWORDS: X-rays, Image enhancement, X-ray imaging, Image classification, Chemical elements, Calcium, Tissues, Data acquisition, Data centers, Visualization

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Proceedings Article | 26 March 2007 Paper

Vertebral fracture classification

László Tankó, Mads Nielsen, Paola Pettersen, Marleen de Bruijne

Proceedings Volume 6512, 651219 (2007) https://doi.org/10.1117/12.706268

KEYWORDS: Spine, Image classification, X-ray imaging, X-rays, Shape analysis, Statistical analysis, Radiography, Image segmentation, Matrices, Clinical trials

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Proceedings Article | 5 March 2007 Paper

Toward automated detection and segmentation of aortic calcifications from radiographs

Marleen de Bruijne, François Lauze

Proceedings Volume 6512, 651239 (2007) https://doi.org/10.1117/12.709328

KEYWORDS: Image segmentation, X-rays, X-ray imaging, Image classification, Radiography, Statistical modeling, Calcium, Statistical analysis, Particle filters, Image processing algorithms and systems

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Proceedings Article | 10 March 2006 Paper

A pixelwise inpainting-based refinement scheme for quantizing calcification in the lumbar aorta on 2D lateral x-ray images

Laszlo Tanko, François Lauze, Mads Nielsen, Lars Conrad-Hansen, Marleen de Bruijne

Proceedings Volume 6144, 61441F (2006) https://doi.org/10.1117/12.653105

KEYWORDS: Signal to noise ratio, X-rays, X-ray imaging, Gold, Signal processing, Visualization, Algorithm development, Calcium, Image segmentation, Image processing

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Proceedings Article | 29 April 2005 Paper

Shape regression for vertebra fracture quantification

Laszlo Tanko, Michael Tillge Lund, Mads Nielsen, Marleen de Bruijne

Proceedings Volume 5747, (2005) https://doi.org/10.1117/12.595729

KEYWORDS: Bone, Data modeling, Diagnostics, Received signal strength, Error analysis, Reconstruction algorithms, Statistical analysis, Radiography, Shape analysis, Basic research

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Proceedings Article | 15 May 2003 Paper

Model-based segmentation of abdominal aortic aneurysms in CTA images

Marco Loog, Marleen de Bruijne, Max Viergever, Wiro Niessen, Bram van Ginneken

Proceedings Volume 5032, (2003) https://doi.org/10.1117/12.481367

KEYWORDS: Image segmentation, 3D modeling, Data modeling, Statistical modeling, Mahalanobis distance, Shape analysis, Statistical analysis, Image resolution, Surgery, Performance modeling

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Proceedings Article | 15 May 2003 Paper

Interactive shape models

Max Viergever, Marleen de Bruijne, Marco Loog, Bram van Ginneken

Proceedings Volume 5032, (2003) https://doi.org/10.1117/12.480165

KEYWORDS: Image segmentation, Lung, Medical imaging, Radiography, Data modeling, Chest imaging, Computer programming, Mahalanobis distance, Image resolution, Shape analysis

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Proceedings Article | 9 May 2002 Paper

Active-shape-model-based segmentation of abdominal aortic aneurysms in CTA images

Wiro Niessen, Bram van Ginneken, J. B. Antoine Maintz, Marleen de Bruijne, Max Viergever

Proceedings Volume 4684, (2002) https://doi.org/10.1117/12.467188

KEYWORDS: Image segmentation, 3D modeling, Data modeling, Tissues, Statistical modeling, Modeling, Solids, Image resolution, Performance modeling, Computed tomography

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Proceedings Article | 3 July 2001 Paper

Semiautomatic aortic endograft localization for postoperative evaluation of endovascular aneurysm treatment

J. B. Antoine Maintz, Max Viergever, Wiro Niessen, Marleen de Bruijne

Proceedings Volume 4322, (2001) https://doi.org/10.1117/12.431111

KEYWORDS: Image segmentation, Computer programming, Surgery, Medical imaging, Arteries, Shape analysis, Navigation systems, Metals, Visualization, 3D image processing

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Showing 5 of 22 publications

Conference Committee Involvement (27)

Image Processing

16 February 2025 | San Diego, United States

Image Processing

19 February 2024 | San Diego, California, United States

Image Processing

20 February 2023 | San Diego, California, United States

Image Processing

20 February 2022 | San Diego, California, United States

Image Processing

15 February 2021 | Online Only, California, United States

Computer-Aided Diagnosis

15 February 2021 | Online Only, California, United States

Image Processing

17 February 2020 | Houston, Texas, United States

Computer-Aided Diagnosis

16 February 2020 | Houston, Texas, United States

Image Processing

19 February 2019 | San Diego, California, United States

Computer-Aided Diagnosis

17 February 2019 | San Diego, California, United States

Computer-Aided Diagnosis

12 February 2018 | Houston, Texas, United States

Image Processing

11 February 2018 | Houston, Texas, United States

Computer-Aided Diagnosis

13 February 2017 | Orlando, Florida, United States

Computer-Aided Diagnosis Posters

13 February 2017 | Orlando, FL, United States

Image Processing Posters

12 February 2017 | Orlando, FL, United States

Image Processing

12 February 2017 | Orlando, Florida, United States

Image Processing

1 March 2016 | San Diego, California, United States

Computer-Aided Diagnosis

28 February 2016 | San Diego, California, United States

Image Processing

24 February 2015 | Orlando, Florida, United States

Computer-Aided Diagnosis

22 February 2015 | Orlando, Florida, United States

Computer-Aided Diagnosis

18 February 2014 | San Diego, California, United States

Computer-Aided Diagnosis

12 February 2013 | Lake Buena Vista (Orlando Area), Florida, United States

Computer-Aided Diagnosis

7 February 2012 | San Diego, California, United States

Computer-Aided Diagnosis

15 February 2011 | Lake Buena Vista (Orlando), Florida, United States

Computer-Aided Diagnosis

16 February 2010 | San Diego, California, United States

Computer-Aided Diagnosis

10 February 2009 | Lake Buena Vista (Orlando Area), Florida, United States

Computer-Aided Diagnosis

19 February 2008 | San Diego, California, United States

Showing 5 of 27 Conference Committees

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