Maria Gabrani

70 papers A* 1A 1C 1Misc 2Journal 32Unranked 31
YearRankTypeTitle / Venue / Authors
2024 J jnl
ACC-GAN: Cross Scanner Robustness With Annotation Consistency Guided Cycle-GAN.
J. Inf. Sci. Eng.
Chien-Yu Chiou, Hung-Wen Tsai, Wei-Jong Yang, Chih-Hsien Lee, Ming Ting Sun, Maria Gabrani, Kuo-Sheng Cheng, Meng-Ling Wu, Pau-Choo Chung
2024 — conf
AI Age Discrepancy: A Novel Parameter for Frailty Assessment in Kidney Tumor Patients.
CaPTion@MICCAI
Rikhil Seshadri, Jayant Siva, Angelica Bartholomew, Clara Goebel, Gabriel Wallerstein-King, Beatriz López Morato, Nicholas Heller, Jason Scovell, Rebecca Campbell, Andrew Wood, Michal Ozery-Flato, Vesna Barros, Maria Gabrani, Michal Rosen-Zvi, Resha Tejpaul, Vidhyalakshmi Ramesh, Nikolaos Papanikolopoulos, Subodh Regmi, Ryan Ward, Robert Abouassaly, Steven C. Campbell, Erick Remer, Christopher J. Weight
2024 J jnl
AI Age Discrepancy: A Novel Parameter for Frailty Assessment in Kidney Tumor Patients.
CoRR
Rikhil Seshadri, Jayant Siva, Angelica Bartholomew, Clara Goebel, Gabriel Wallerstein-King, Beatriz López Morato, Nicholas Heller, Jason Scovell, Rebecca Campbell, Andrew Wood, Michal Ozery-Flato, Vesna Barros, Maria Gabrani, Michal Rosen-Zvi, Resha Tejpaul, Vidhyalakshmi Ramesh, Nikolaos Papanikolopoulos, Subodh Regmi, Ryan Ward, Robert Abouassaly, Steven C. Campbell, Erick Remer, Christopher J. Weight
2024 J jnl
Efficient Parameter Optimisation for Quantum Kernel Alignment: A Sub-sampling Approach in Variational Training.
CoRR
Mustafa Emre Sahin, Benjamin C. B. Symons, Pushpak Pati, Fayyaz Minhas, Declan Millar, Maria Gabrani, Jan Lukas Robertus, Stefano Mensa
2024 J jnl
Efficient Parameter Optimisation for Quantum Kernel Alignment: A Sub-sampling Approach in Variational Training.
Quantum
Mustafa Emre Sahin, Benjamin C. B. Symons, Pushpak Pati, Fayyaz Minhas, Declan Millar, Maria Gabrani, Stefano Mensa, Jan Lukas Robertus
2024 J jnl
Generative feature-driven image replay for continual learning.
Image Vis. Comput.
Kevin Thandiackal, Tiziano Portenier, Andrea Giovannini, Maria Gabrani, Orcun Goksel
2023 J jnl
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer.
CoRR
Pushpak Pati, Guillaume Jaume, Zeineb Ayadi, Kevin Thandiackal, Behzad Bozorgtabar, Maria Gabrani, Orcun Goksel
2023 J jnl
Weakly supervised joint whole-slide segmentation and classification in prostate cancer.
Medical Image Anal.
Pushpak Pati, Guillaume Jaume, Zeineb Ayadi, Kevin Thandiackal, Behzad Bozorgtabar, Maria Gabrani, Orcun Goksel
2022 — ed.
Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery - First MICCAI Workshop, AIIIMA 2022, and First MICCAI Workshop, MIABID 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18 and 22, 2022, Proceedings
AIIIMA/MIABID@MICCAI
Siva Teja Kakileti, Maria Gabrani, Geetha Manjunath, Michal Rosen-Zvi, Nathaniel Braman, Robert G. Schwartz, Alejandro F. Frangi, Pau-Choo Chung, Christopher J. Weight, Vekataraman Jagadish
2022 J jnl
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images.
Database J. Biol. Databases Curation
Nadia Brancati, Anna Maria Anniciello, Pushpak Pati, Daniel Riccio, Giosuè Scognamiglio, Guillaume Jaume, Giuseppe De Pietro, Maurizio Di Bonito, Antonio Foncubierta, Gerardo Botti, Maria Gabrani, Florinda Feroce, Maria Frucci
2022 — conf
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images.
ECCV (21)
Kevin Thandiackal, Boqi Chen, Pushpak Pati, Guillaume Jaume, Drew F. K. Williamson, Maria Gabrani, Orcun Goksel
2022 J jnl
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images.
CoRR
Kevin Thandiackal, Boqi Chen, Pushpak Pati, Guillaume Jaume, Drew F. K. Williamson, Maria Gabrani, Orcun Goksel
2022 J jnl
Hierarchical graph representations in digital pathology.
Medical Image Anal.
Pushpak Pati, Guillaume Jaume, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Maryse Fiche, Estelle Dubruc, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Jean-Philippe Thiran, Maria Frucci, Orcun Goksel, Maria Gabrani
2021 J jnl
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images.
CoRR
Nadia Brancati, Anna Maria Anniciello, Pushpak Pati, Daniel Riccio, Giosuè Scognamiglio, Guillaume Jaume, Giuseppe De Pietro, Maurizio Di Bonito, Antonio Foncubierta, Gerardo Botti, Maria Gabrani, Florinda Feroce, Maria Frucci
2021 — ed.
Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning - 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Workshop, LL-COVID19 2021, and First Workshop and Tutorial, PPML 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27 and October 1, 2021, Proceedings
CLIP/DCL/LL-COVID19/PPML@MICCAI
Cristina Oyarzun Laura, M. Jorge Cardoso, Michal Rosen-Zvi, Georgios Kaissis, Marius George Linguraru, Raj Shekhar, Stefan Wesarg, Marius Erdt, Klaus Drechsler, Yufei Chen, Shadi Albarqouni, Spyridon Bakas, Bennett A. Landman, Nicola Rieke, Holger Roth, Xiaoxiao Li, Daguang Xu, Maria Gabrani, Ender Konukoglu, Michal Guindy, Daniel Rueckert, Alexander Ziller, Dmitrii Usynin, Jonathan Passerat-Palmbach
2021 J jnl
Hierarchical Cell-to-Tissue Graph Representations for Breast Cancer Subtyping in Digital Pathology.
CoRR
Pushpak Pati, Guillaume Jaume, Antonio Foncubierta, Florinda Feroce, Anna Maria Anniciello, Giosuè Scognamiglio, Nadia Brancati, Maryse Fiche, Estelle Dubruc, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Jean-Philippe Thiran, Maria Frucci, Orcun Goksel, Maria Gabrani
2021 — conf
HistoCartography: A Toolkit for Graph Analytics in Digital Pathology.
COMPAY@MICCAI
Guillaume Jaume, Pushpak Pati, Valentin Anklin, Antonio Foncubierta, Maria Gabrani
2021 J jnl
HistoCartography: A Toolkit for Graph Analytics in Digital Pathology.
CoRR
Guillaume Jaume, Pushpak Pati, Valentin Anklin, Antonio Foncubierta, Maria Gabrani
2021 Misc conf
Histocartography: a pipeline for histology image analysis.
AMIA
Antonio Foncubierta-Rodríguez, Pushpak Pati, Guillaume Jaume, Maria Gabrani
2021 — conf
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels Using Tissue Graphs.
MICCAI (2)
Valentin Anklin, Pushpak Pati, Guillaume Jaume, Behzad Bozorgtabar, Antonio Foncubierta-Rodríguez, Jean-Philippe Thiran, Mathilde Sibony, Maria Gabrani, Orcun Goksel
2021 J jnl
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs.
CoRR
Valentin Anklin, Pushpak Pati, Guillaume Jaume, Behzad Bozorgtabar, Antonio Foncubierta-Rodríguez, Jean-Philippe Thiran, Mathilde Sibony, Maria Gabrani, Orcun Goksel
2021 — conf
Lessons Learned from the Development and Application of Medical Imaging-Based AI Technologies for Combating COVID-19: Why Discuss, What Next.
CLIP/DCL/LL-COVID19/PPML@MICCAI
Maria Gabrani, Ender Konukoglu, David Beymer, Gustavo Carneiro, Jannis Born, Michal Guindy, Michal Rosen-Zvi
2021 J jnl
Match What Matters: Generative Implicit Feature Replay for Continual Learning.
CoRR
Kevin Thandiackal, Tiziano Portenier, Andrea Giovannini, Maria Gabrani, Orcun Goksel
2021 J jnl
On the role of artificial intelligence in medical imaging of COVID-19.
Patterns
Jannis Born, David Beymer, Deepta Rajan, Adam Coy, Vandana V. Mukherjee, Matteo Manica, Prasanth Prasanna, Deddeh Ballah, Michal Guindy, Dorith Shaham, Pallav L. Shah, Emmanouil Karteris, Jan L. Robertus, Maria Gabrani, Michal Rosen-Zvi
2021 J jnl
On the role of artificial intelligence in medical imaging of COVID-19.
Patterns
Jannis Born, David Beymer, Deepta Rajan, Adam Coy, Vandana V. Mukherjee, Matteo Manica, Prasanth Prasanna, Deddeh Ballah, Michal Guindy, Dorith Shaham, Pallav L. Shah, Emmanouil Karteris, Jan L. Robertus, Maria Gabrani, Michal Rosen-Zvi
2021 A* conf
Quantifying Explainers of Graph Neural Networks in Computational Pathology.
CVPR
Guillaume Jaume, Pushpak Pati, Behzad Bozorgtabar, Antonio Foncubierta, Anna Maria Anniciello, Florinda Feroce, Tilman Rau, Jean-Philippe Thiran, Maria Gabrani, Orcun Goksel
2021 J jnl
Reducing annotation effort in digital pathology: A Co-Representation learning framework for classification tasks.
Medical Image Anal.
Pushpak Pati, Antonio Foncubierta-Rodríguez, Orcun Goksel, Maria Gabrani
2021 — conf
Using Stain Decomposition for Nucleus Segmentation on Multisource H&E Slide Images.
SSCI
Hung-Chun Hsu, Hung-Wen Tsai, Maria Gabrani, Pau-Choo Chung, Antonio Foncubierta-Rodríguez, Yu-Ting Wu
2020 — conf
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification.
UNSURE/GRAIL@MICCAI
Pushpak Pati, Guillaume Jaume, Lauren Alisha Fernandes, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Orcun Goksel, Jean-Philippe Thiran, Maria Frucci, Maria Gabrani
2020 J jnl
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification.
CoRR
Pushpak Pati, Guillaume Jaume, Lauren Alisha Fernandes, Antonio Foncubierta, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Orcun Goksel, Jean-Philippe Thiran, Maria Frucci, Maria Gabrani
2020 Misc conf
Machine Learning Techniques for Personalized Detection of Epileptic Events in Clinical Video Recordings.
AMIA
Matthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Peter Hilfiker, Thomas Grunwald, Marcellina Häberlin, Lukas L. Imbach, Carl Muroi, Christian Strässle, Emanuela Keller, Maria Gabrani
2020 — conf
Mitosis Detection Under Limited Annotation: A Joint Learning Approach.
ISBI
Pushpak Pati, Antonio Foncubierta-Rodríguez, Orçun Göksel, Maria Gabrani
2020 J jnl
Mitosis Detection Under Limited Annotation: A Joint Learning Approach.
CoRR
Pushpak Pati, Antonio Foncubierta-Rodríguez, Orçun Göksel, Maria Gabrani
2020 J jnl
NINEPINS: Nuclei Instance Segmentation with Point Annotations.
CoRR
Ting-An Yen, Hung-Chun Hsu, Pushpak Pati, Maria Gabrani, Antonio Foncubierta-Rodríguez, Pau-Choo Chung
2020 — conf
Personalized Assessment of Arousal and Valence from Videos.
ICHI
Matthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Maria Gabrani
2020 J jnl
Quantifying Explainers of Graph Neural Networks in Computational Pathology.
CoRR
Guillaume Jaume, Pushpak Pati, Behzad Bozorgtabar, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Tilman Rau, Jean-Philippe Thiran, Maria Gabrani, Orcun Goksel
2020 J jnl
Towards Explainable Graph Representations in Digital Pathology.
CoRR
Guillaume Jaume, Pushpak Pati, Antonio Foncubierta-Rodríguez, Florinda Feroce, Giosue Scognamiglio, Anna Maria Anniciello, Jean-Philippe Thiran, Orcun Goksel, Maria Gabrani
2019 — conf
A deep learning framework for context-aware mitotic activity estimation in whole slide images.
Digital Pathology
Pushpak Pati, Raúl Catena, Orcun Goksel, Maria Gabrani
2019 — conf
Accelerated ML-Assisted Tumor Detection in High-Resolution Histopathology Images.
MICCAI (1)
Nikolas Ioannou, Milos Stanisavljevic, Andreea Anghel, Nikolaos Papandreou, Sonali Andani, Jan Hendrik Rüschoff, Peter Wild, Maria Gabrani, Haralampos Pozidis
2019 J jnl
High-Quality Immunohistochemical Stains Through Computational Assay Parameter Optimization.
IEEE Trans. Biomed. Eng.
Nuri Murat Arar, Pushpak Pati, Aditya Kashyap, Anna Fomitcheva Khartchenko, Orcun Goksel, Govind V. Kaigala, Maria Gabrani
2019 J jnl
Revisiting Few-Shot Learning for Facial Expression Recognition.
CoRR
Anca-Nicoleta Ciubotaru, Arnout Devos, Behzad Bozorgtabar, Jean-Philippe Thiran, Maria Gabrani
2019 J jnl
edGNN: a Simple and Powerful GNN for Directed Labeled Graphs.
CoRR
Guillaume Jaume, An-phi Nguyen, María Rodríguez Martínez, Jean-Philippe Thiran, Maria Gabrani
2018 — conf
A Fast and Scalable Pipeline for Stain Normalization of Whole-Slide Images in Histopathology.
ECCV Workshops (6)
Milos Stanisavljevic, Andreea Anghel, Nikolaos Papandreou, Sonali Andani, Pushpak Pati, Jan Hendrik Rüschoff, Peter Wild, Maria Gabrani, Haralampos Pozidis
2018 — conf
Deep positive-unlabeled learning for region of interest localization in breast tissue images.
Digital Pathology
Pushpak Pati, Sonali Andani, Matthew Pediaditis, Matheus Palhares Viana, Jan Hendrik Rüschoff, Peter Wild, Maria Gabrani
2018 J jnl
Image-Level Attentional Context Modeling Using Nested-Graph Neural Networks.
CoRR
Guillaume Jaume, Behzad Bozorgtabar, Hazim Kemal Ekenel, Jean-Philippe Thiran, Maria Gabrani
2017 — conf
Computational Immunohistochemistry: Recipes for Standardization of Immunostaining.
MICCAI (2)
Nuri Murat Arar, Pushpak Pati, Aditya Kashyap, Anna Fomitcheva Khartchenko, Orcun Goksel, Govind V. Kaigala, Maria Gabrani
2017 J jnl
Computational Processing of Histological Images.
ERCIM News
Erwan Zerhouni, Bogdan Prisacari, Maria Gabrani, Qing Zhong, Peter Wild
2017 — conf
Disease grading of heterogeneous tissue using convolutional autoencoder.
ISBI
Erwan Zerhouni, Bogdan Prisacari, Qing Zhong, Peter Wild, Maria Gabrani
2017 — conf
Extracting Information from Molecular Pathway Diagrams.
GREC
Antonio Foncubierta-Rodríguez, Anca-Nicoleta Ciubotaru, Costas Bekas, Maria Gabrani
2017 — conf
Extracting Interactions from Molecular Pathways.
GREC@ICDAR
Antonio Foncubierta-Rodríguez, Anca-Nicoleta Ciubotaru, Costas Bekas, Maria Gabrani
2017 — conf
Heterogeneity characterization of immunohistochemistry stained tissue using convolutional autoencoder.
Digital Pathology
Erwan Zerhouni, Bogdan Prisacari, Qing Zhong, Peter Wild, Maria Gabrani
2017 — conf
Interpreting Data from Scanned Tables.
GREC@ICDAR
Waleed Farrukh, Antonio Foncubierta-Rodríguez, Anca-Nicoleta Ciubotaru, Guillaume Jaume, Costas Bekas, Orçun Göksel, Maria Gabrani
2017 — conf
Multimodal Classification of Document Embedded Images.
GREC
Matheus P. Viana, Quoc-Bao Nguyen, John R. Smith, Maria Gabrani
2017 — conf
Wide residual networks for mitosis detection.
ISBI
Erwan Zerhouni, David Lanyi, Matheus P. Viana, Maria Gabrani
2016 — conf
A computational framework for disease grading using protein signatures.
ISBI
Erwan Zerhouni, Bogdan Prisacari, Qing Zhong, Peter Wild, Maria Gabrani
2016 J jnl
Big Data Takes on Prostate Cancer.
ERCIM News
Erwan Zerhouni, Bogdan Prisacari, Qing Zhong, Peter Wild, Maria Gabrani
2016 — conf
Deciphering protein signatures using color, morphological, and topological analysis of immunohistochemically stained human tissues.
Digital Pathology
Erwan Zerhouni, Bogdan Prisacari, Qing Zhong, Peter Wild, Maria Gabrani
2014 — conf
Implementing the L ∞ Segment Voronoi Diagram in CGAL and Applying in VLSI Pattern Analysis.
ICMS
Panagiotis Cheilaris, Sandeep Kumar Dey, Maria Gabrani, Evanthia Papadopoulou
2014 J jnl
Surface Reconstruction From Microscopic Images in Optical Lithography.
IEEE Trans. Image Process.
Virginia Estellers, Jean-Philippe Thiran, Maria Gabrani
2007 — conf
A 90nm CMOS cryptographic core with improved fault-tolerance in presence of massive defect density.
Nano-Net
Milos Stanisavljevic, Frank Kagan Gürkaynak, Alexandre Schmid, Yusuf Leblebici, Maria Gabrani
2007 — conf
Design and realization of a fault-tolerant 90nm CMOS cryptographic engine capable of performing under massive defect density.
ACM Great Lakes Symposium on VLSI
Milos Stanisavljevic, Frank K. Gürkaynak, Alexandre Schmid, Yusuf Leblebici, Maria Gabrani
2003 J jnl
Design methodology for a modular service-driven network processor architecture.
Comput. Networks
Maria Gabrani, Gero Dittmann, Andreas C. Döring, Andreas Herkersdorf, Patricia Sagmeister, Jan van Lunteren
2002 C conf
Scalable motion compensated scan-rate upconversion.
VCIP
Anna Pelagotti, Maria Gabrani, Ingrid Heynderickx, Gerton Lunter
2001 A conf
Dynamic Behavior Of Consumer Multimedia Terminals: Video Processing Aspects.
ICME
Maria Gabrani, Christian Hentschel, Liesbeth Steffens, Reinder J. Bril
2001 — conf
Scalable algorithms for media processing.
ICIP (3)
Christian Hentschel, Ralph Braspenning, Maria Gabrani
1999 J jnl
Surface-based matching using elastic transformations.
Pattern Recognit.
Maria Gabrani, Oleh J. Tretiak
1998 — conf
A Novel Interpolation Problem: Surface based Matching.
ICIP (1)
Maria Gabrani, Oleh J. Tretiak
1998 — conf
Cross individual model-based alignment of volumetric images.
NMBIA
Maria Gabrani, Oleh J. Tretiak
1996 — conf
Multichannel adaptive L-filters in color image filtering.
ICIP (1)
Constantine Kotropoulos, Ioannis Pitas, Maria Gabrani
1994 — conf
Cellular LMS L-filters for Noise Suppression in Still Images and Image Sequences.
ICIP (1)
Maria Gabrani, Constantine Kotropoulos, Ioannis Pitas