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1

Machine learning approaches in medical image analysis: from detection to diagnosis

de Bruijne, Marleen

Journal:

Medical Image Analysis

Year:

2016

Language:

english

File:

PDF, 1.11 MB

english, 2016

2

Three-dimensional ultrasound evaluation of the effects of pomegranate therapy on carotid plaque texture using locality preserving projection

Chen, Xueli, Lin, Mingquan, Cui, He, Chen, Yimin, van Engelen, Arna, de Bruijne, Marleen, Azarpazhooh, M. Reza, Sohrevardi, Seyed Mojtaba, Chow, Tommy W.S., Spence, J. David, Chiu, Bernard

Journal:

Computer Methods and Programs in Biomedicine

Year:

2020

Language:

english

File:

PDF, 1.02 MB

english, 2020

3

Simultaneous analysis of gamma-hydroxybutyric acid and its precursors in urine using liquid chromatography–tandem mass spectrometry

Michelle Wood, Marleen Laloup, Nele Samyn, Michael R. Morris, Ernst A. de Bruijn, Robert A. Maes, Michael S. Young, Viviane Maes, Gert De Boeck

Journal:

Journal of Chromatography A

Year:

2004

Language:

english

File:

PDF, 164 KB

english, 2004

4

Mass preserving image registration for lung CT

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

Journal:

Medical Image Analysis

Year:

2012

Language:

english

File:

PDF, 635 KB

english, 2012

5

Weighting training images by maximizing distribution similarity for supervised segmentation across scanners

Opbroek, Annegreet van, Vernooij, Meike W., Ikram, M. Arfan, Bruijne, Marleen de

Journal:

Medical Image Analysis

Year:

2015

Language:

english

File:

PDF, 16.90 MB

english, 2015

6

Transfer learning for multi-center classification of chronic obstructive pulmonary disease

Cheplygina, Veronika, Pino Pena, Isabel, Pedersen, Jesper Holst, Lynch, David A., Sorensen, Lauge, de Bruijne, Marleen

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2017

Language:

english

File:

PDF, 1.02 MB

english, 2017

7

Transfer Learning for Image Segmentation by Combining Image Weighting and Kernel Learning

van Opbroek, Annegreet, Achterberg, Hakim C., Vernooij, Meike W., de Bruijne, Marleen

Journal:

IEEE Transactions on Medical Imaging

Year:

2018

Language:

english

File:

PDF, 755 KB

english, 2018

8

Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

Cheplygina, Veronika, de Bruijne, Marleen, Pluim, Josien P.W.

Journal:

Medical Image Analysis

Year:

2019

File:

PDF, 1.84 MB

2019

9

Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

Cheplygina, Veronika, de Bruijne, Marleen, Pluim, Josien P.W.

Journal:

Medical Image Analysis

Year:

2019

Language:

english

File:

PDF, 1.84 MB

english, 2019

10

Spatially regularized shape analysis of the hippocampus using P-spline based shape regression

Achterberg, Hakim Christiaan, de Rooi, Johan, Vernooij, Meike, Ikram, Arfan, Niessen, Wiro, Eilers, Paul, de Bruijne, Marleen

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2019

Language:

english

File:

PDF, 7 KB

english, 2019

11

Three-dimensional ultrasound evaluation of the effects of pomegranate therapy on carotid plaque texture using locality preserving projection

Chen, Xueli, Lin, Mingquan, Cui, He, Chen, Yimin, van Engelen, Arna, de Bruijne, Marleen, Azarpazhooh, M. Reza, Sohrevardi, Seyed Mojtaba, Chow, Tommy W.S., Spence, J. David, Chiu, Bernard

Journal:

Computer Methods and Programs in Biomedicine

Year:

2020

File:

PDF, 1.02 MB

2020

12

Improving the classification of flood tweets with contextual hydrological information in a multimodal neural network

de Bruijn, Jens A., de Moel, Hans, Weerts, Albrecht H., de Ruiter, Marleen C., Basar, Erkan, Eilander, Dirk, Aerts, Jeroen C.J.H.

Journal:

Computers & Geosciences

Year:

2020

File:

PDF, 1.76 MB

2020

13

Recent applications of liquid chromatography–mass spectrometry in forensic science

Michelle Wood, Marleen Laloup, Nele Samyn, Maria del Mar Ramirez Fernandez, Ernst A. de Bruijn, Robert A.A. Maes, Gert De Boeck

Journal:

Journal of Chromatography A

Year:

2006

Language:

english

File:

PDF, 352 KB

english, 2006

14

Quantitative vertebral morphometry using neighbor-conditional shape models

Marleen de Bruijne, Michael T. Lund, László B. Tankó, Paola C. Pettersen, Mads Nielsen

Journal:

Medical Image Analysis

Year:

2007

Language:

english

File:

PDF, 475 KB

english, 2007

15

Vessel-guided airway tree segmentation: A voxel classification approach

Pechin Lo, Jon Sporring, Haseem Ashraf, Jesper J.H. Pedersen, Marleen de Bruijne

Journal:

Medical Image Analysis

Year:

2010

Language:

english

File:

PDF, 1.43 MB

english, 2010

16

Special Issue on Tribute Workshop for Peter Johansen

Mads Nielsen, Marleen de Bruijne, Camilla Jørgensen, Søren I. Olsen, Kim S. Pedersen, Jon Sporring

Journal:

Journal of Mathematical Imaging and Vision

Year:

2008

Language:

english

File:

PDF, 156 KB

english, 2008

17

Interactive segmentation of abdominal aortic aneurysms in CTA images

Marleen de Bruijne, Bram van Ginneken, Max A Viergever, Wiro J Niessen

Journal:

Medical Image Analysis

Year:

2004

Language:

english

File:

PDF, 1.55 MB

english, 2004

18

Practical Guidelines for Economic Evaluations Alongside Equivalence Trials

Judith E. Bosmans, Martine C. De Bruijne, Hein P. J. Van Hout, Marleen L. M. Hermens, Herman J. Adèr, Maurits W. Van Tulder

Journal:

Value in Health

Year:

2008

Language:

english

File:

PDF, 566 KB

english, 2008

19

Cost-effectiveness of usual general practitioner care with or without antidepressant medication for patients with minor or mild-major depression

Judith E. Bosmans, Marleen L.M. Hermens, Martine C. de Bruijne, Hein P.J. van Hout, Berend Terluin, Lex M. Bouter, Wim A.B. Stalman, Maurits W. van Tulder

Journal:

Journal of Affective Disorders

Year:

2008

Language:

english

File:

PDF, 339 KB

english, 2008

20

Distribution, size, shape, growth potential and extent of abdominal aortic calcified deposits predict mortality in postmenopausal women

Mads Nielsen, Melanie Ganz, Francois Lauze, Paola C Pettersen, Marleen de Bruijne, Thomas B Clarkson, Erik B Dam, Claus Christiansen, Morten A Karsdal

Journal:

BMC Cardiovascular Disorders

Year:

2010

Language:

english

File:

PDF, 507 KB

english, 2010

21

[IEEE 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Rotterdam, Netherlands (2010.04.14-2010.04.17)] 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Lung CT registration combining intensity, curves and surfaces

Gorbunova, Vladlena, Durrleman, Stanley, Lo, Pechin, Pennec, Xavier, de Bruijne, Marleen

Year:

2010

Language:

english

File:

PDF, 230 KB

english, 2010

22

Automated measurement of local white matter lesion volume

Fedde van der Lijn, Benjamin F.J. Verhaaren, M. Arfan Ikram, Stefan Klein, Marleen de Bruijne, Henri A. Vrooman, Meike W. Vernooij, Alexander Hammers, Daniel Rueckert, Aad van der Lugt, Monique M.B. B

Journal:

Year:

2012

Language:

english

File:

PDF, 694 KB

english, 2012

23

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista (Orlando Area), Florida, USA (Saturday 9 February 2013)] Medical Imaging 2013: Image Processing - Local appearance features for robust MRI brain structure segmentation across scanning protocols

Achterberg, Hakim C., Poot, Dirk H. J., van der Lijn, Fedde, Vernooij, Meike W., Ikram, M. Arfan, Niessen, Wiro J., de Bruijne, Marleen, Ourselin, Sebastien, Haynor, David R.

Year:

2013

Language:

english

File:

PDF, 465 KB

english, 2013

24

SPIE Proceedings [SPIE Medical Imaging - San Diego, CA (Saturday 16 February 2008)] Medical Imaging 2008: Image Processing - Multi-object tracking of human spermatozoa

Sørensen, Lauge, Østergaard, Jakob, Johansen, Peter, de Bruijne, Marleen, Reinhardt, Joseph M., Pluim, Josien P. W.

Year:

2008

Language:

english

File:

PDF, 465 KB

english, 2008

25

[IEEE 2008 5th IEEE International Symposium on Biomedical Imaging (ISBI 2008) - Paris, France (2008.05.14-2008.05.17)] 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Supervised shape analysis for risk assessment in osteoporosis

de Bruijne, Marleen, Pettersen, Paola

Year:

2008

Language:

english

File:

PDF, 184 KB

english, 2008

26

Hippocampal shape is predictive for the development of dementia in a normal, elderly population

Achterberg, Hakim C., van der Lijn, Fedde, den Heijer, Tom, Vernooij, Meike W., Ikram, M. Arfan, Niessen, Wiro J., de Bruijne, Marleen

Journal:

Human Brain Mapping

Year:

2014

Language:

english

File:

PDF, 590 KB

english, 2014

27

Evaluation of automated statistical shape model based knee kinematics from biplane fluoroscopy

Baka, Nora, Kaptein, Bart L., Giphart, J. Erik, Staring, Marius, Bruijne, Marleen de, Lelieveldt, Boudewijn P.F., Valstar, Edward

Journal:

Journal of Biomechanics

Year:

2014

Language:

english

File:

PDF, 1.17 MB

english, 2014

28

[IEEE 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012) - Barcelona, Spain (2012.05.2-2012.05.5)] 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) - Supervised in-vivo plaque characterization incorporating class label uncertainty

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

Year:

2012

Language:

english

File:

PDF, 601 KB

english, 2012

29

Optimal surface segmentation using flow lines to quantify airway abnormalities in chronic obstructive pulmonary disease

Petersen, Jens, Nielsen, Mads, Lo, Pechin, Nordenmark, Lars Haug, Pedersen, Jesper Holst, Wille, Mathilde Marie Winkler, Dirksen, Asger, de Bruijne, Marleen

Journal:

Medical Image Analysis

Year:

2014

Language:

english

File:

PDF, 1.77 MB

english, 2014

30

Shape-based Assessment of Vertebral Fracture Risk in Postmenopausal Women Using Discriminative Shape Alignment

Crimi, Alessandro, Loog, Marco, de Bruijne, Marleen, Nielsen, Mads, Lillholm, Martin

Journal:

Academic Radiology

Year:

2012

Language:

english

File:

PDF, 444 KB

english, 2012

31

Effect of inspiration on airway dimensions measured in maximal inspiration CT images of subjects without airflow limitation

Petersen, Jens, Wille, Mathilde M. W., Rakêt, Lars Lau, Feragen, Aasa, Pedersen, Jesper H., Nielsen, Mads, Dirksen, Asger, de Bruijne, Marleen

Journal:

European Radiology

Year:

2014

Language:

english

File:

PDF, 282 KB

english, 2014

32

Semiautomatic Segmentation of Vertebrae in Lateral X-rays Using a Conditional Shape Model

Iglesias, J. Eugenio, de Bruijne, Marleen

Journal:

Academic Radiology

Year:

2007

Language:

english

File:

PDF, 341 KB

english, 2007

33

[IEEE 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012) - Barcelona, Spain (2012.05.2-2012.05.5)] 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) - A computer aided detection system for cerebral microbleeds in brain MRI

Ghafaryasl, Babak, van der Lijn, Fedde, Poels, Marielle, Vrooman, Henri, Ikram, Mohammad Arfan, Niessen, Wiro J., van der Lugt, Aad, Vernooij, Meike, de Bruijne, Marleen

Year:

2012

Language:

english

File:

PDF, 259 KB

english, 2012

34

[IEEE 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI) - Boston, MA, USA (2009.06.28-2009.07.1)] 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Cerebellum segmentation in MRI using atlas registration and local multi-scale image descriptors

van der Lijn, Fedde, de Bruijne, Marleen, Hoogendam, Yoo Young, Klein, Stefan, Hameeteman, Reinhard, Breteler, Monique M.B., Niessen, Wiro J.

Year:

2009

Language:

english

File:

PDF, 188 KB

english, 2009

35

[IEEE 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Rotterdam, Netherlands (2010.04.14-2010.04.17)] 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Vessel tree extraction using locally optimal paths

Lo, Pechin, van Ginneken, Bram, de Bruijne, Marleen

Year:

2010

Language:

english

File:

PDF, 414 KB

english, 2010

36

[IEEE 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012) - Barcelona, Spain (2012.05.2-2012.05.5)] 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) - Quantitative imaging biomarkers in neurologic disease: Population study perspective

Niessen, Wiro, Vrooman, Henri, de Boer, Renske, van der Lijn, Fedde, Achterberg, Hakim, Koek, Marcel, Klein, Stefan, van der Lugt, Aad, de Bruijne, Marleen, Ikram, Arfan, Vernooij, Meike

Year:

2012

Language:

english

File:

PDF, 90 KB

english, 2012

37

[IEEE 2013 IEEE 10th International Symposium on Biomedical Imaging (ISBI 2013) - San Francisco, CA, USA (2013.04.7-2013.04.11)] 2013 IEEE 10th International Symposium on Biomedical Imaging - Efficient nonrigid registration using ranked order statistics

Tennakoon, Ruwan B, Bab-Hadiashar, Alireza, de Bruijne, Marleen, Cao, Zhenwei

Year:

2013

Language:

english

File:

PDF, 92 KB

english, 2013

38

Transfer Learning Improves Supervised Image Segmentation Across Imaging Protocols

van Opbroek, Annegreet, Ikram, M. Arfan, Vernooij, Meike W., de Bruijne, Marleen

Journal:

IEEE Transactions on Medical Imaging

Year:

2015

Language:

english

File:

PDF, 667 KB

english, 2015

39

[IEEE 2014 22nd International Conference on Pattern Recognition (ICPR) - Stockholm, Sweden (2014.8.24-2014.8.28)] 2014 22nd International Conference on Pattern Recognition - Classification of COPD with Multiple Instance Learning

Cheplygina, Veronika, Sorensen, Lauge, Tax, David M.J., Pedersen, Jesper Holst, Loog, Marco, Bruijne, Marleen de

Year:

2014

Language:

english

File:

PDF, 221 KB

english, 2014

40

PRAGMA-CF. A Quantitative Structural Lung Disease Computed Tomography Outcome in Young Children with Cystic Fibrosis

Rosenow, Tim, Oudraad, Merel C. J., Murray, Conor P., Turkovic, Lidija, Kuo, Wieying, de Bruijne, Marleen, Ranganathan, Sarath C., Tiddens, Harm A. W. M., Stick, Stephen M.

Journal:

American Journal of Respiratory and Critical Care Medicine

Year:

2015

Language:

english

File:

PDF, 953 KB

english, 2015

41

Visual assessment of early emphysema and interstitial abnormalities on CT is useful in lung cancer risk analysis

Wille, Mathilde M. W., Thomsen, Laura H., Petersen, Jens, de Bruijne, Marleen, Dirksen, Asger, Pedersen, Jesper H., Shaker, Saher B.

Journal:

European Radiology

Year:

2016

Language:

english

File:

PDF, 270 KB

english, 2016

42

Lung MRI and impairment of diaphragmatic function in Pompe disease

Wens, Stephan CA, Ciet, Pierluigi, Perez-Rovira, Adria, Logie, Karla, Salamon, Elizabeth, Wielopolski, Piotr, de Bruijne, Marleen, Kruijshaar, Michelle E, Tiddens, Harm AWM, van Doorn, Pieter A, van d

Journal:

BMC Pulmonary Medicine

Year:

2015

Language:

english

File:

PDF, 993 KB

english, 2015

43

Geodesic Atlas-Based Labeling of Anatomical Trees: Application and Evaluation on Airways Extracted From CT

Feragen, Aasa, Petersen, Jens, Owen, Megan, Lo, Pechin, Thomsen, Laura Hohwu, Wille, Mathilde Marie Winkler, Dirksen, Asger, de Bruijne, Marleen

Journal:

IEEE Transactions on Medical Imaging

Year:

2015

Language:

english

File:

PDF, 1.95 MB

english, 2015

44

A Genome-Wide Association Study Identifies Five Loci Influencing Facial Morphology in Europeans

Liu, Fan, van der Lijn, Fedde, Schurmann, Claudia, Zhu, Gu, Chakravarty, M. Mallar, Hysi, Pirro G., Wollstein, Andreas, Lao, Oscar, de Bruijne, Marleen, Ikram, M. Arfan, van der Lugt, Aad, Rivadeneira

Journal:

Year:

2012

Language:

english

File:

PDF, 564 KB

english, 2012

45

Multi-Center MRI Carotid Plaque Component Segmentation Using Feature Normalization and Transfer Learning

van Engelen, Arna, van Dijk, Anouk C., Truijman, Martine T. B., van't Klooster, Ronald, van Opbroek, Annegreet, van der Lugt, Aad, Niessen, Wiro J., Kooi, M. Eline, de Bruijne, Marleen

Journal:

IEEE Transactions on Medical Imaging

Year:

2015

Language:

english

File:

PDF, 2.84 MB

english, 2015

46

Automated segmentation of atherosclerotic histology based on pattern classification

van Engelen, Arna, Niessen, WiroJ, Klein, Stefan, Groen, HaraldC, van Gaalen, Kim, Verhagen, HenceJ, Wentzel, JolandaJ, van der Lugt, Aad, de Bruijne, Marleen

Journal:

Journal of Pathology Informatics

Year:

2013

Language:

english

File:

PDF, 3.10 MB

english, 2013

47

Atherosclerotic Plaque Component Segmentation in Combined Carotid MRI and CTA Data Incorporating Class Label Uncertainty

van Engelen, Arna, Niessen, Wiro J., Klein, Stefan, Groen, Harald C., Verhagen, Hence J. M., Wentzel, Jolanda J., van der Lugt, Aad, de Bruijne, Marleen, Baron, Jean-Claude

Journal:

Year:

2014

Language:

english

File:

PDF, 1.16 MB

english, 2014

48

Distribution, Size, and Shape of Abdominal Aortic Calcified Deposits and Their Relationship to Mortality in Postmenopausal Women

Ganz, Melanie, de Bruijne, Marleen, Dam, Erik B., Pettersen, Paola, Karsdal, Morten A., Christiansen, Claus, Nielsen, Mads

Journal:

International Journal of Biomedical Imaging

Year:

2012

Language:

english

File:

PDF, 1.04 MB

english, 2012

49

Reversibility of trapped air on chest computed tomography in cystic fibrosis patients

Loeve, Martine, Rosenow, Tim, Gorbunova, Vladlena, Hop, Wim C.J., Tiddens, Harm A.W.M., de Bruijne, Marleen

Journal:

European Journal of Radiology

Year:

2015

Language:

english

File:

PDF, 1.80 MB

english, 2015

50

Multi-feature-based plaque characterization in ex vivo MRI trained by registration to 3D histology

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

Journal:

Physics in Medicine and Biology

Year:

2012

Language:

english

File:

PDF, 1.94 MB

english, 2012