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Anton S. Becker
ORCID
Publication Activity (10 Years)
Years Active: 2017-2022
Publications (10 Years): 13
Top Topics
Cerebrospinal Fluid
Gray Matter
Medical Image Segmentation
Preprocessing Stage
Top Venues
CoRR
NeuroImage
J. Digit. Imaging
IPMI
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Publications
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Anton S. Becker
,
Joseph P. Erinjeri
,
Joshua Chaim
,
Nicholas Kastango
,
Pierre Elnajjar
,
Hedvig Hricak
,
Herbert Alberto Vargas
Automatic Forecasting of Radiology Examination Volume Trends for Optimal Resource Planning and Allocation.
J. Digit. Imaging
35 (1) (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)
Krishna Chaitanya
,
Neerav Karani
,
Christian F. Baumgartner
,
Ertunc Erdil
,
Anton S. Becker
,
Olivio Donati
,
Ender Konukoglu
Semi-supervised task-driven data augmentation for medical image segmentation.
Medical Image Anal.
68 (2021)
Krishna Chaitanya
,
Neerav Karani
,
Christian F. Baumgartner
,
Anton S. Becker
,
Olivio Donati
,
Ender Konukoglu
Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation.
CoRR
(2020)
Anton S. Becker
,
Julian Kirchner
,
Thomas Sartoretti
,
Soleen Ghafoor
,
Sungmin Woo
,
Chong Hyun Suh
,
Joseph P. Erinjeri
,
Hedvig Hricak
,
Herbert Alberto Vargas
Interactive, Up-to-date Meta-Analysis of MRI in the Management of Men with Suspected Prostate Cancer.
J. Digit. Imaging
33 (3) (2020)
Christian F. Baumgartner
,
Kerem Can Tezcan
,
Krishna Chaitanya
,
Andreas M. Hötker
,
Urs J. Muehlematter
,
Khoschy Schawkat
,
Anton S. Becker
,
Olivio Donati
,
Ender Konukoglu
PHiSeg: Capturing Uncertainty in Medical Image Segmentation.
MICCAI (2)
(2019)
Krishna Chaitanya
,
Neerav Karani
,
Christian F. Baumgartner
,
Olivio Donati
,
Anton S. Becker
,
Ender Konukoglu
Semi-Supervised and Task-Driven Data Augmentation.
CoRR
(2019)
Krishna Chaitanya
,
Neerav Karani
,
Christian F. Baumgartner
,
Anton S. Becker
,
Olivio Donati
,
Ender Konukoglu
Semi-supervised and Task-Driven Data Augmentation.
IPMI
(2019)
Christian F. Baumgartner
,
Kerem Can Tezcan
,
Krishna Chaitanya
,
Andreas M. Hötker
,
Urs J. Muehlematter
,
Khoschy Schawkat
,
Anton S. Becker
,
Olivio Donati
,
Ender Konukoglu
PHiSeg: Capturing Uncertainty in Medical Image Segmentation.
CoRR
(2019)
Lukás Jendele
,
Ondrej Skopek
,
Anton S. Becker
,
Ender Konukoglu
Adversarial Augmentation for Enhancing Classification of Mammography Images.
CoRR
(2019)
Anton S. Becker
,
Andreas Boss
,
Markus Klarhoefer
,
Tim Finkenstaedt
,
Moritz C. Wurnig
,
Cristina Rossi
Investigation of the pulsatility of cerebrospinal fluid using cardiac-gated Intravoxel Incoherent Motion imaging.
NeuroImage
169 (2018)
Anton S. Becker
,
Lukás Jendele
,
Ondrej Skopek
,
Nicole Berger
,
Soleen Ghafoor
,
Magda Marcon
,
Ender Konukoglu
Injecting and removing malignant features in mammography with CycleGAN: Investigation of an automated adversarial attack using neural networks.
CoRR
(2018)
Tim Finkenstaedt
,
Markus Klarhoefer
,
Christian Eberhardt
,
Anton S. Becker
,
Gustav Andreisek
,
Andreas Boss
,
Cristina Rossi
The IVIM signal in the healthy cerebral gray matter: A play of spherical and non-spherical components.
NeuroImage
152 (2017)