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Maria Gabrani
Maria Gabrani
IBM Research
Verifisert e-postadresse på zurich.ibm.com - Startside
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Hierarchical graph representations in digital pathology
P Pati, G Jaume, A Foncubierta-Rodriguez, F Feroce, AM Anniciello, ...
Medical image analysis 75, 102264, 2022
1362022
Bracs: A dataset for breast carcinoma subtyping in h&e histology images
N Brancati, AM Anniciello, P Pati, D Riccio, G Scognamiglio, G Jaume, ...
Database 2022, baac093, 2022
1092022
A high-performance system for robust stain normalization of whole-slide images in histopathology
A Anghel, M Stanisavljevic, S Andani, N Papandreou, JH Rüschoff, P Wild, ...
Frontiers in medicine 6, 193, 2019
1072019
Quantifying explainers of graph neural networks in computational pathology
G Jaume, P Pati, B Bozorgtabar, A Foncubierta, AM Anniciello, F Feroce, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
1022021
Hact-net: A hierarchical cell-to-tissue graph neural network for histopathological image classification
P Pati, G Jaume, LA Fernandes, A Foncubierta-Rodríguez, F Feroce, ...
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and …, 2020
882020
On the role of artificial intelligence in medical imaging of COVID-19
J Born, D Beymer, D Rajan, A Coy, VV Mukherjee, M Manica, P Prasanna, ...
Patterns 2 (6), 2021
832021
Quantification of tumor heterogeneity: from data acquisition to metric generation
A Kashyap, MA Rapsomaniki, V Barros, A Fomitcheva-Khartchenko, ...
Trends in Biotechnology 40 (6), 647-676, 2022
722022
Wide residual networks for mitosis detection
E Zerhouni, D Lányi, M Viana, M Gabrani
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
652017
Method and a system for allocation of a budget to a task
RJ Bril, EFM Steffens, C Hentschel, M Gabrani, CCAM Van Zon
US Patent 7,058,951, 2006
582006
Multimedia QoS in consumer terminals
RJ Bril, C Hentschel, EFM Steffens, M Gabrani, GC Van Loo, ...
2001 IEEE Workshop on Signal Processing Systems. SiPS 2001. Design and …, 2001
562001
Histocartography: A toolkit for graph analytics in digital pathology
G Jaume, P Pati, V Anklin, A Foncubierta, M Gabrani
MICCAI Workshop on Computational Pathology, 117-128, 2021
552021
Learning whole-slide segmentation from inexact and incomplete labels using tissue graphs
V Anklin, P Pati, G Jaume, B Bozorgtabar, A Foncubierta-Rodriguez, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
542021
Towards explainable graph representations in digital pathology
G Jaume, P Pati, A Foncubierta-Rodriguez, F Feroce, G Scognamiglio, ...
arXiv preprint arXiv:2007.00311, 2020
472020
Differentiable zooming for multiple instance learning on whole-slide images
K Thandiackal, B Chen, P Pati, G Jaume, DFK Williamson, M Gabrani, ...
European Conference on Computer Vision, 699-715, 2022
452022
Tissue staining quality determination
NM Arar, M Gabrani, G Kaigala, A Kashyap, AF Khartchenko, P Pati
US Patent 10,706,535, 2020
432020
Multi-organ gland segmentation using deep learning
T Binder, EM Tantaoui, P Pati, R Catena, A Set-Aghayan, M Gabrani
Frontiers in medicine 6, 173, 2019
422019
Scalable algorithms for media processing
C Hentschel, R Braspenning, M Gabrani
Proceedings 2001 International Conference on Image Processing (Cat. No …, 2001
392001
Image-based computational quantification and visualization of genetic alterations and tumour heterogeneity
Q Zhong, JH Rüschoff, T Guo, M Gabrani, PJ Schüffler, M Rechsteiner, ...
Scientific reports 6 (1), 24146, 2016
372016
Reducing annotation effort in digital pathology: A Co-Representation learning framework for classification tasks
P Pati, A Foncubierta-Rodríguez, O Goksel, M Gabrani
Medical image analysis 67, 101859, 2021
362021
Surface-based matching using elastic transformations
M Gabrani, J Tretiak
Pattern Recognition 32 (1), 87-97, 1999
331999
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Artikler 1–20