Adrien Depeursinge
Adrien Depeursinge
Associate Professor at HES-SO Valais
Adresse e-mail validée de hevs.ch - Page d'accueil
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The image biomarker standardization initiative: standardized quantitative radiomics for high-throughput image-based phenotyping
A Zwanenburg, M Vallières, MA Abdalah, HJWL Aerts, V Andrearczyk, ...
Radiology 295 (2), 328-338, 2020
4932020
Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks
M Gao, U Bagci, L Lu, A Wu, M Buty, HC Shin, H Roth, GZ Papadakis, ...
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2018
1792018
Three-dimensional solid texture analysis in biomedical imaging: Review and opportunities
A Depeursinge, A Foncubierta-Rodriguez, D Van De Ville, H Müller
Medical Image Analysis, 2014
1772014
Building a reference multimedia database for interstitial lung diseases
A Depeursinge, A Vargas, A Platon, A Geissbuhler, PA Poletti, H Müller
Computerized medical imaging and graphics 36 (3), 227-238, 2012
1712012
Clinical data mining: a review
J Iavindrasana, G Cohen, A Depeursinge, H Müller, R Meyer, ...
Yearbook of medical informatics 18 (01), 121-133, 2009
1202009
Automated classification of brain tumor type in whole-slide digital pathology images using local representative tiles
J Barker, A Hoogi, A Depeursinge, DL Rubin
Medical image analysis 30, 60-71, 2016
1182016
Near-affine-invariant texture learning for lung tissue analysis using isotropic wavelet frames
A Depeursinge, D Van de Ville, A Platon, A Geissbuhler, PA Poletti, ...
IEEE Transactions on Information Technology in Biomedicine 16 (4), 665-675, 2012
892012
Lung tissue classification using wavelet frames
A Depeursinge, D Sage, A Hidki, A Platon, PA Poletti, M Unser, H Muller
2007 29th Annual International Conference of the IEEE Engineering in …, 2007
832007
Fusion techniques for combining textual and visual information retrieval
A Depeursinge, H Müller
ImageCLEF, 95-114, 2010
782010
Using MapReduce for Large-Scale Medical Image Analysis
D Markonis, R Schaer, I Eggel, H Müller, A Depeursinge
The Second IEEE Conference on Healthcare Informatics, Imaging, and Systems …, 2012
682012
Efficient and fully automatic segmentation of the lungs in CT volumes.
YD Cid, OAJ Del Toro, A Depeursinge, H Müller
VISCERAL Challenge@ ISBI, 31-35, 2015
642015
Automated classification of usual interstitial pneumonia using regional volumetric texture analysis in high-resolution CT
A Depeursinge, AS Chin, AN Leung, D Terrone, M Bristow, G Rosen, ...
Investigative radiology 50 (4), 261, 2015
572015
Rotation–covariant texture learning using steerable Riesz wavelets
A Depeursinge, A Foncubierta-Rodriguez, D Van De Ville, H Muller
IEEE Transactions on Image Processing 23 (2), 898-908, 2014
552014
On combining image-based and ontological semantic dissimilarities for medical image retrieval applications
C Kurtz, A Depeursinge, S Napel, CF Beaulieu, DL Rubin
Medical Image Analysis 18 (7), 1082-1100, 2014
542014
Predicting Visual Semantic Descriptive Terms from Radiological Image Data: Preliminary Results with Liver Lesions in CT
A Depeursinge, C Kurtz, C Beaulieu, S Napel, D Rubin
IEEE Transactions on Medical Imaging, 1-1, 2014
532014
Multiscale lung texture signature learning using the Riesz transform
A Depeursinge, A Foncubierta–Rodriguez, D Van de Ville, H Müller
International Conference on Medical Image Computing and Computer-Assisted …, 2012
512012
Comparative performance analysis of state-of-the-art classification algorithms applied to lung tissue categorization
A Depeursinge, J Iavindrasana, A Hidki, G Cohen, A Geissbuhler, ...
Journal of digital imaging 23 (1), 18-30, 2010
502010
Lung texture classification using locally–oriented Riesz components
A Depeursinge, A Foncubierta-Rodriguez, D Van de Ville, H Müller
International Conference on Medical Image Computing and Computer-Assisted …, 2011
462011
Predicting adenocarcinoma recurrence using computational texture models of nodule components in lung CT
A Depeursinge, M Yanagawa, AN Leung, DL Rubin
Medical physics 42 (4), 2054-2063, 2015
452015
Overview of the predictive value of quantitative 18 FDG PET in head and neck cancer treated with chemoradiotherapy
J Castelli, B De Bari, A Depeursinge, A Simon, A Devillers, GR Jimenez, ...
Critical reviews in oncology/hematology 108, 40-51, 2016
422016
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