Sign in
Gabriele Campanella
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 10
Top Topics
Image Reconstruction
Noisy Channel
Multiple Instance
Visual Dictionary
Top Venues
CoRR
Medical Image Anal.
MICCAI (1)
MIDL
</>
Publications
</>
Gabriele Campanella
,
Ricky Kwan
,
Eugene Fluder
,
Jennifer Zeng
,
Aryeh Stock
,
Brandon Veremis
,
Alexandros D. Polydorides
,
Cyrus Hedvat
,
Adam Schoenfeld
,
Chad M. Vanderbilt
,
Patricia H. Kovatch
,
Carlos Cordon-Cardo
,
Thomas J. Fuchs
Computational Pathology at Health System Scale - Self-Supervised Foundation Models from Three Billion Images.
CoRR
(2023)
Gabriele Campanella
,
Lucas Kook
,
Ida Häggström
,
Torsten Hothorn
,
Thomas J. Fuchs
Deep conditional transformation models for survival analysis.
CoRR
(2022)
Gabriele Campanella
,
David Joon Ho
,
Ida Häggström
,
Anton S. Becker
,
Jason Chang
,
Chad M. Vanderbilt
,
Thomas J. Fuchs
H&E-based Computational Biomarker Enables Universal EGFR Screening for Lung Adenocarcinoma.
CoRR
(2022)
Chensu Xie
,
Hassan Muhammad
,
Chad M. Vanderbilt
,
Raul Caso
,
Dig Vijay Kumar Yarlagadda
,
Gabriele Campanella
,
Thomas J. Fuchs
Beyond Classification: Whole Slide Tissue Histopathology Analysis By End-To-End Part Learning.
MIDL
(2020)
Hassan Muhammad
,
Carlie S. Sigel
,
Gabriele Campanella
,
Thomas Börner
,
Linda M. Pak
,
Stefan Büttner
,
Jan N. M. IJzermans
,
Bas Groot Koerkamp
,
Michael Doukas
,
William R. Jarnagin
,
Amber L. Simpson
,
Thomas J. Fuchs
Unsupervised Subtyping of Cholangiocarcinoma Using a Deep Clustering Convolutional Autoencoder.
MICCAI (1)
(2019)
Hassan Muhammad
,
Carlie S. Sigel
,
Gabriele Campanella
,
Thomas Börner
,
Linda M. Pak
,
Stefan Büttner
,
Jan N. M. IJzermans
,
Bas Groot Koerkamp
,
Michael Doukas
,
William R. Jarnagin
,
Amber L. Simpson
,
Thomas J. Fuchs
Towards Unsupervised Cancer Subtyping: Predicting Prognosis Using A Histologic Visual Dictionary.
CoRR
(2019)
Ida Häggström
,
Charles Ross Schmidtlein
,
Gabriele Campanella
,
Thomas J. Fuchs
DeepPET: A deep encoder-decoder network for directly solving the PET image reconstruction inverse problem.
Medical Image Anal.
54 (2019)
Ida Haeggstroem
,
Charles Ross Schmidtlein
,
Gabriele Campanella
,
Thomas J. Fuchs
DeepRec: A deep encoder-decoder network for directly solving the PET reconstruction inverse problem.
CoRR
(2018)
Gabriele Campanella
,
Arjun R. Rajanna
,
Lorraine Corsale
,
Peter J. Schüffler
,
Yukako Yagi
,
Thomas J. Fuchs
Towards machine learned quality control: A benchmark for sharpness quantification in digital pathology.
Comput. Medical Imaging Graph.
65 (2018)
Gabriele Campanella
,
Vitor Werneck Krauss Silva
,
Thomas J. Fuchs
Terabyte-scale Deep Multiple Instance Learning for Classification and Localization in Pathology.
CoRR
(2018)