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 | 2530 | 2020 |
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 | 290 | 2018 |
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 | 280 | 2012 |
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 | 258 | 2014 |
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 | 230 | 2016 |
Fusing visual and clinical information for lung tissue classification in high-resolution computed tomography A Depeursinge, D Racoceanu, J Iavindrasana, G Cohen, A Platon, ... | 177 | 2010 |
Head and neck tumor segmentation in PET/CT: the HECKTOR challenge V Oreiller, V Andrearczyk, M Jreige, S Boughdad, H Elhalawani, J Castelli, ... Medical image analysis 77, 102336, 2022 | 173 | 2022 |
Overview of the HECKTOR challenge at MICCAI 2021: automatic head and neck tumor segmentation and outcome prediction in PET/CT images V Andrearczyk, V Oreiller, S Boughdad, CCL Rest, H Elhalawani, ... 3D head and neck tumor segmentation in PET/CT challenge, 1-37, 2021 | 158 | 2021 |
Clinical data mining: a review J Iavindrasana, G Cohen, A Depeursinge, H Müller, R Meyer, ... Yearbook of medical informatics 18 (01), 121-133, 2009 | 156 | 2009 |
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 | 112 | 2012 |
Overview of the HECKTOR challenge at MICCAI 2020: automatic head and neck tumor segmentation in PET/CT V Andrearczyk, V Oreiller, M Jreige, M Vallieres, J Castelli, H Elhalawani, ... Head and Neck Tumor Segmentation: First Challenge, HECKTOR 2020, Held in …, 2021 | 98 | 2021 |
Automated classification of usual interstitial pneumonia using regional volumetric texture analysis in high-resolution computed tomography A Depeursinge, AS Chin, AN Leung, D Terrone, M Bristow, G Rosen, ... Investigative radiology 50 (4), 261-267, 2015 | 93 | 2015 |
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 | 91 | 2015 |
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 | 86 | 2007 |
Fusion techniques for combining textual and visual information retrieval A Depeursinge, H Müller ImageCLEF: Experimental Evaluation in Visual Information Retrieval, 95-114, 2010 | 84 | 2010 |
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 | 82 | 2012 |
Biomedical Texture Operators and Aggregation Functions: A Methodological Review and User's Guide A Depeursinge, J Fageot Biomedical Texture Analysis, 55-94, 2017 | 79* | 2017 |
Automatic segmentation of head and neck tumors and nodal metastases in PET-CT scans V Andrearczyk, V Oreiller, M Vallières, J Castelli, H Elhalawani, M Jreige, ... Medical imaging with deep learning, 33-43, 2020 | 74 | 2020 |
Fundamentals of Texture Processing for Biomedical Image Analysis: A General Definition and Problem Formulation A Depeursinge, J Fageot, OS Al-Kadi Biomedical Texture Analysis, 1-27, 2017 | 72* | 2017 |
Multiscale and Multidirectional Biomedical Texture Analysis: Finding the Needle in the Haystack A Depeursinge Biomedical Texture Analysis, 29-53, 2017 | 70* | 2017 |