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Jan-Jurre Mordang
Publication Activity (10 Years)
Years Active: 2013-2018
Publications (10 Years): 10
Top Topics
Digital Mammograms
Deep Learning
Breast Cancer
Automated Detection
Top Venues
Digital Mammography / IWDM
IWBI
Medical Imaging: Computer-Aided Diagnosis
CBMS
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Publications
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Claudio Marrocco
,
Alessandro Bria
,
Valerio Di Sano
,
Lucas R. Borges
,
Benedetta Savelli
,
Mario Molinara
,
Jan-Jurre Mordang
,
Nico Karssemeijer
,
Francesco Tortorella
Mammogram denoising to improve the calcification detection performance of convolutional nets.
IWBI
(2018)
Alejandro Rodríguez-Ruiz
,
Jan-Jurre Mordang
,
Nico Karssemeijer
,
Ioannis Sechopoulos
,
Ritse M. Mann
Can radiologists improve their breast cancer detection in mammography when using a deep learning based computer system as decision support?
IWBI
(2018)
Alessandro Bria
,
Claudio Marrocco
,
Lucas R. Borges
,
Mario Molinara
,
Agnese Marchesi
,
Jan-Jurre Mordang
,
Nico Karssemeijer
,
Francesco Tortorella
Improving the Automated Detection of Calcifications Using Adaptive Variance Stabilization.
IEEE Trans. Medical Imaging
37 (8) (2018)
Alessandro Bria
,
Claudio Marrocco
,
Mario Molinara
,
Benedetta Savelli
,
Jan-Jurre Mordang
,
Nico Karssemeijer
,
Francesco Tortorella
Improving the automated detection of calcifications by combining deep cascades and deep convolutional nets.
IWBI
(2018)
Agnese Marchesi
,
Alessandro Bria
,
Claudio Marrocco
,
Mario Molinara
,
Jan-Jurre Mordang
,
Francesco Tortorella
,
Nico Karssemeijer
The Effect of Mammogram Preprocessing on Microcalcification Detection with Convolutional Neural Networks.
CBMS
(2017)
Alessandro Bria
,
Claudio Marrocco
,
Adrian Galdran
,
Aurélio Campilho
,
Agnese Marchesi
,
Jan-Jurre Mordang
,
Nico Karssemeijer
,
Mario Molinara
,
Francesco Tortorella
Spatial Enhancement by Dehazing for Detection of Microcalcifications with Convolutional Nets.
ICIAP (2)
(2017)
Thijs Kooi
,
Jan-Jurre Mordang
,
Nico Karssemeijer
Conditional random field modelling of interactions between findings in mammography.
Medical Imaging: Computer-Aided Diagnosis
(2017)
Jan-Jurre Mordang
,
Tim Janssen
,
Alessandro Bria
,
Thijs Kooi
,
Albert Gubern-Mérida
,
Nico Karssemeijer
Automatic Microcalcification Detection in Multi-vendor Mammography Using Convolutional Neural Networks.
Digital Mammography / IWDM
(2016)
Alessandro Bria
,
Claudio Marrocco
,
Jan-Jurre Mordang
,
Nico Karssemeijer
,
Mario Molinara
,
Francesco Tortorella
LUT-QNE: Look-Up-Table Quantum Noise Equalization in Digital Mammograms.
Digital Mammography / IWDM
(2016)
Thijs Kooi
,
Albert Gubern-Mérida
,
Jan-Jurre Mordang
,
Ritse Mann
,
Ruud Pijnappel
,
Klaas Schuur
,
Ard den Heeten
,
Nico Karssemeijer
A Comparison Between a Deep Convolutional Neural Network and Radiologists for Classifying Regions of Interest in Mammography.
Digital Mammography / IWDM
(2016)
Jan-Jurre Mordang
,
Nico Karssemeijer
Vessel segmentation in screening mammograms.
Medical Imaging: Computer-Aided Diagnosis
(2015)
Jan-Jurre Mordang
,
Jakob L. Hauth
,
Gerard J. den Heeten
,
Nico Karssemeijer
Automated Labeling of Screening Mammograms with Arterial Calcifications.
Digital Mammography / IWDM
(2014)
Jan-Jurre Mordang
,
Marcel T. H. Oei
,
Rieneke van den Boom
,
Ewoud J. Smit
,
Mathias Prokop
,
Bram van Ginneken
,
Rashindra Manniesing
A pattern recognition framework for vessel segmentation in 4D CT of the brain.
Medical Imaging: Image Processing
(2013)