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M

Maria Gabrani

irccs fondazione pascale

14H-index
89Paper Count
970Citation Count
Published Papers 15
Publication Date
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Generative feature-driven image replay for continual learning
errIMAGE AND VISION COMPUTING
IF4.2
err2024-10-01
err2
errOAAI
errThandiackal, Kevin; Portenier, Tiziano; Giovannini, Andrea; Gabrani, Maria; Goksel, Orcun
errShare
errSave
Weakly supervised joint whole-slide segmentation and classification in prostate cancer
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-10-01
err8
errOAAI
errPati, Pushpak; Jaume, Guillaume; Ayadi, Zeineb; Thandiackal, Kevin; Bozorgtabar, Behzad; Gabrani, Maria; Goksel, Orcun
errShare
errSave
Editorial: Explainable multimodal AI in cancer patient care: how can we reduce the gap between technology and practice?
errFRONTIERS IN MEDICINE
IF3
err2023-04-13
err0
errOAAI
errRosen-Zvi, Michal; Mullen, Lisa; Lukas, Robertus Jan; Guindy, Michal; Gabrani, Maria
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errSave
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images
errDATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION
IF3.6
err2022-10-17
err46
errOAAI
errBrancati, Nadia; Anniciello, Anna Maria; Pati, Pushpak; Riccio, Daniel; Scognamiglio, Giosue; Jaume, Guillaume; De Pietro, Giuseppe; Di Bonito, Maurizio; Foncubierta, Antonio; Botti, Gerardo; Gabrani, Maria; Feroce, Florinda; Frucci, Maria
errShare
errSave
Quantification of tumor heterogeneity: from data acquisition to metric generation
errTRENDS IN BIOTECHNOLOGY
IF14.9
err2022-06-01
err44
errOAAI
errKashyap, Aditya; Rapsomaniki, Maria Anna; Barros, Vesna; Fomitcheva-Khartchenko, Anna; Martinelli, Adriano Luca; Rodriguez, Antonio Foncubierta; Gabrani, Maria; Rosen-Zvi, Michal; Kaigala, Govind
errShare
errSave
Hierarchical graph representations in digital pathology
errMEDICAL IMAGE ANALYSIS
IF11.8
err2022-01-01
err77
errOAAI
errPati, Pushpak; Jaume, Guillaume; Foncubierta-Rodriguez, Antonio; Feroce, Florinda; Anniciello, Anna Maria; Scognamiglio, Giosue; Brancati, Nadia; Fiche, Maryse; Dubruc, Estelle; Riccio, Daniel; Di Bonito, Maurizio; De Pietro, Giuseppe; Botti, Gerardo; Thiran, Jean-Philippe; Frucci, Maria; Goksel, Orcun; Gabrani, Maria
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errSave
On the role of artificial intelligence in medical imaging of COVID-19 (vol 2, pg 100269, 2021)
errPATTERNS
IF7.4
err2021-08-01
err2
errOAAI
errBorn, Jannis; Beymer, David; Rajan, Deepta; Coy, Adam; Mukherjee, Vandana V.; Manica, Matteo; Prasanna, Prasanth; Ballah, Deddeh; Guindy, Michal; Shaham, Dorith; Shah, Pallav L.; Karteris, Emmanouil; Robertus, Jan L.; Gabrani, Maria; Rosen-Zvi, Michal
errShare
errSave
On the role of artificial intelligence in medical imaging of COVID-19
errPATTERNS
IF7.4
err2021-06-01
err46
errOAAI
errBorn, Jannis; Beymer, David; Rajan, Deepta; Coy, Adam; Mukherjee, Vandana V.; Manica, Matteo; Prasanna, Prasanth; Ballah, Deddeh; Guindy, Michal; Shaham, Dorith; Shah, Pallav L.; Karteris, Emmanouil; Robertus, Jan L.; Gabrani, Maria; Rosen-Zvi, Michal
errShare
errSave
Reducing annotation effort in digital pathology: A Co-Representation learning framework for classification tasks
errMEDICAL IMAGE ANALYSIS
IF11.8
err2021-01-01
err27
PREAI
errPati, Pushpak; Foncubierta-Rodriguez, Antonio; Goksel, Orcun; Gabrani, Maria
errShare
errSave
A High-Performance System for Robust Stain Normalization of Whole-Slide Images in Histopathology
errFRONTIERS IN MEDICINE
IF3
err2019-09-30
err70
errOAAI
errAnghel, Andreea; Stanisavljevic, Milos; Andani, Sonali; Papandreou, Nikolaos; Rueschoff, Jan Hendrick; Wild, Peter; Gabrani, Maria; Pozidis, Haralampos
errShare
errSave
Multi-Organ Gland Segmentation Using Deep Learning
errFRONTIERS IN MEDICINE
IF3
err2019-08-05
err28
errOAAI
errBinder, Thomas; Tantaoui, El Mehdi; Pati, Pushpak; Catena, Raul; Set-Aghayan, Ago; Gabrani, Maria
errShare
errSave
Quantitative microimmunohistochemistry for the grading of immunostains on tumour tissues
errNATURE BIOMEDICAL ENGINEERING
IF26.6
err2019-04-08
err24
PREAI
errKashyap, Aditya; Khartchenko, Anna Fomitcheva; Pati, Pushpak; Gabrani, Maria; Schraml, Peter; Kaigala, Govind, V
errShare
errSave
Image-based computational quantification and visualization of genetic alterations and tumour heterogeneity
errSCIENTIFIC REPORTS
IF3.9
err2016-04-07
err28
errOAAI
errZhong, Qing; Rueschoff, Jan H.; Guo, Tiannan; Gabrani, Maria; Schueffler, Peter J.; Rechsteiner, Markus; Liu, Yansheng; Fuchs, Thomas J.; Rupp, Niels J.; Fankhauser, Christian; Buhmann, Joachim M.; Perner, Sven; Poyet, Cedric; Blattner, Miriam; Soldini, Davide; Moch, Holger; Rubin, Mark A.; Noske, Aurelia; Rueschoff, Josef; Haffner, Michael C.; Jochum, Wolfram; Wild, Peter J.
errShare
errSave
Surface Reconstruction From Microscopic Images in Optical Lithography
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2014-08-01
err8
errOAAI
errEstellers, Virginia; Thiran, Jean-Philippe; Gabrani, Maria
errShare
errSave
Surface-based matching using elastic transformations
errPATTERN RECOGNITION
IF7.6
err1999-01-01
err12
PREAI
errGabrani, M; Tretiak, OJ
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
M
Mark A. Rubin
H-index: 186 · Papers: 1.5K
H
Holger Moch
H-index: 118 · Papers: 1.1K
P
Peter J. Wild
H-index: 83 · Papers: 699
G
Gerardo Botti
H-index: 80 · Papers: 817
S
Sven Perner
H-index: 76 · Papers: 681
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