M
Marleen de Bruijne
Researcher at Erasmus University Rotterdam
Publications - 277
Citations - 7994
Marleen de Bruijne is an academic researcher from Erasmus University Rotterdam. The author has contributed to research in topics: Segmentation & Image segmentation. The author has an hindex of 40, co-authored 261 publications receiving 6195 citations. Previous affiliations of Marleen de Bruijne include University of Copenhagen & IT University of Copenhagen.
Papers
More filters
Journal ArticleDOI
Not-so-supervised: A survey of semi-supervised, multi-instance, and transfer learning in medical image analysis
TL;DR: In this article, a survey of semi-supervised, multiple instance and transfer learning in medical image segmentation is presented, and connections between these learning scenarios, and opportunities for future research are discussed.
Journal ArticleDOI
Quantitative Analysis of Pulmonary Emphysema Using Local Binary Patterns
TL;DR: The measured emphysema severity was in good agreement with a pulmonary function test (PFT) achieving correlation coefficients of up to |r| = 0.79 in 39 subjects, and the texture-based measures correlated significantly better with PFT than did RA.
Journal ArticleDOI
A Genome-Wide Association Study Identifies Five Loci Influencing Facial Morphology in Europeans
Fan Liu,Fedde van der Lijn,Claudia Schurmann,Gu Zhu,M. Mallar Chakravarty,M. Mallar Chakravarty,Pirro G. Hysi,Andreas Wollstein,Oscar Lao,Marleen de Bruijne,M. Arfan Ikram,Aad van der Lugt,Fernando Rivadeneira,André G. Uitterlinden,Albert Hofman,Wiro J. Niessen,Wiro J. Niessen,Georg Homuth,Greig I. de Zubicaray,Katie L. McMahon,Paul M. Thompson,Amro Daboul,Ralf Puls,Katrin Hegenscheid,Liisa Bevan,Zdenka Pausova,Sarah E. Medland,Grant W. Montgomery,Margaret J. Wright,Carol Wicking,Stefan Boehringer,Tim D. Spector,Tomáš Paus,Tomáš Paus,Nicholas G. Martin,Reiner Biffar,Manfred Kayser +36 more
TL;DR: In this paper, the authors conducted a genome-wide association study for facial shape phenotypes in multiple discovery and replication cohorts, considering almost ten thousand individuals of European descent from several countries.
Journal ArticleDOI
Machine learning approaches in medical image analysis: From detection to diagnosis
TL;DR: This paper highlights new research directions and discusses three main challenges related to machine learning in medical imaging: coping with variation in imaging protocols, learning from weak labels, and interpretation and evaluation of results.
Journal ArticleDOI
MRBrainS challenge: online evaluation framework for brain image segmentation in 3T MRI scans
Adriënne M. Mendrik,Koen L. Vincken,Hugo J. Kuijf,Marcel Breeuwer,Willem H. Bouvy,Jeroen de Bresser,Amir Alansary,Marleen de Bruijne,Aaron Carass,Ayman El-Baz,Amod Jog,Ranveer Katyal,Ali R. Khan,Fedde van der Lijn,Qaiser Mahmood,Ryan Mukherjee,Annegreet van Opbroek,Sahil Paneri,Sérgio Pereira,Mikael Persson,Martin Rajchl,Duygu Sarikaya,Örjan Smedby,Carlos A. Silva,Henri A. Vrooman,Saurabh Vyas,Chunliang Wang,Liang Zhao,Geert Jan Biessels,Max A. Viergever +29 more
TL;DR: The MRBrainS evaluation framework provides an objective and direct comparison of all evaluated algorithms and can aid in selecting the best performing method for the segmentation goal at hand.