Michał Drożdżal
Michał Drożdżal
Facebook AI Research
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Title
Cited by
Cited by
Year
The one hundred layers tiramisu: Fully convolutional densenets for semantic segmentation
S Jégou, M Drozdzal, D Vazquez, A Romero, Y Bengio
Proceedings of the IEEE conference on computer vision and pattern …, 2017
12362017
The importance of skip connections in biomedical image segmentation
M Drozdzal, E Vorontsov, G Chartrand, S Kadoury, C Pal
Deep learning and data labeling for medical applications, 179-187, 2016
6102016
Deep learning: a primer for radiologists
G Chartrand, PM Cheng, E Vorontsov, M Drozdzal, S Turcotte, CJ Pal, ...
Radiographics 37 (7), 2113-2131, 2017
4662017
The liver tumor segmentation benchmark (lits)
P Bilic, PF Christ, E Vorontsov, G Chlebus, H Chen, Q Dou, CW Fu, X Han, ...
arXiv preprint arXiv:1901.04056, 2019
2292019
fastMRI: An open dataset and benchmarks for accelerated MRI
J Zbontar, F Knoll, A Sriram, T Murrell, Z Huang, MJ Muckley, A Defazio, ...
arXiv preprint arXiv:1811.08839, 2018
2192018
Learning normalized inputs for iterative estimation in medical image segmentation
M Drozdzal, G Chartrand, E Vorontsov, M Shakeri, L Di Jorio, A Tang, ...
Medical image analysis 44, 1-13, 2018
1852018
A benchmark for endoluminal scene segmentation of colonoscopy images
D Vázquez, J Bernal, FJ Sánchez, G Fernández-Esparrach, AM López, ...
Journal of healthcare engineering 2017, 2017
872017
Generic feature learning for wireless capsule endoscopy analysis
S Seguí, M Drozdzal, G Pascual, P Radeva, C Malagelada, F Azpiroz, ...
Computers in biology and medicine 79, 163-172, 2016
642016
Inverse cooking: Recipe generation from food images
A Salvador, M Drozdzal, X Giro-i-Nieto, A Romero
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
632019
fastMRI: A publicly available raw k-space and DICOM dataset of knee images for accelerated MR image reconstruction using machine learning
F Knoll, J Zbontar, A Sriram, MJ Muckley, M Bruno, A Defazio, M Parente, ...
Radiology: Artificial Intelligence 2 (1), e190007, 2020
502020
Categorization and segmentation of intestinal content frames for wireless capsule endoscopy
S Segui, M Drozdzal, F Vilarino, C Malagelada, F Azpiroz, P Radeva, ...
IEEE Transactions on Information Technology in Biomedicine 16 (6), 1341-1352, 2012
392012
Reducing uncertainty in undersampled mri reconstruction with active acquisition
Z Zhang, A Romero, MJ Muckley, P Vincent, L Yang, M Drozdzal
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
372019
Functional gut disorders or disordered gut function? Small bowel dysmotility evidenced by an original technique
C Malagelada, F De Lorio, S Segui, S Mendez, M Drozdzal, J Vitria, ...
Neurogastroenterology & Motility 24 (3), 223-e105, 2012
362012
System and method for displaying motility events in an in vivo image stream
M Drozdzal, SS MESQUIDA, P Radeva, J Vitria, L Igual-munoz, ...
US Patent 9,514,556, 2016
342016
Classification of functional bowel disorders by objective physiological criteria based on endoluminal image analysis
C Malagelada, M Drozdzal, S Seguí, S Mendez, J Vitrià, P Radeva, ...
American Journal of Physiology-Gastrointestinal and Liver Physiology 309 (6 …, 2015
302015
Adaptable image cuts for motility inspection using WCE
M Drozdzal, S Seguí, J Vitrià, C Malagelada, F Azpiroz, P Radeva
Computerized Medical Imaging and Graphics 37 (1), 72-80, 2013
232013
Learnable explicit density for continuous latent space and variational inference
CW Huang, A Touati, L Dinh, M Drozdzal, M Havaei, L Charlin, ...
arXiv preprint arXiv:1710.02248, 2017
212017
On the evaluation of conditional gans
T DeVries, A Romero, L Pineda, GW Taylor, M Drozdzal
arXiv preprint arXiv:1907.08175, 2019
162019
On the iterative refinement of densely connected representation levels for semantic segmentation
A Casanova, G Cucurull, M Drozdzal, A Romero, Y Bengio
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
162018
An Integrated Approach to Contextual Face Detection.
S Segui, M Drozdzal, P Radeva, J Vitria
162012
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Articles 1–20