Nico Karssemeijer

According to our database1, Nico Karssemeijer authored at least 147 papers between 1990 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
Whole-Slide Mitosis Detection in H&E Breast Histology Using PHH3 as a Reference to Train Distilled Stain-Invariant Convolutional Networks.
IEEE Trans. Med. Imaging, 2018

Improving the Automated Detection of Calcifications Using Adaptive Variance Stabilization.
IEEE Trans. Med. Imaging, 2018

Whole-Slide Mitosis Detection in H&E Breast Histology Using PHH3 as a Reference to Train Distilled Stain-Invariant Convolutional Networks.
CoRR, 2018

Student Beats the Teacher: Deep Neural Networks for Lateral Ventricles Segmentation in Brain MR.
CoRR, 2018

Student beats the teacher: deep neural networks for lateral ventricles segmentation in brain MR.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

H&E stain augmentation improves generalization of convolutional networks for histopathological mitosis detection.
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

Pectoral muscle segmentation in breast tomosynthesis with deep learning.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Can radiologists improve their breast cancer detection in mammography when using a deep learning based computer system as decision support?
Proceedings of the 14th International Workshop on Breast Imaging, 2018

How does wide-angle breast tomosynthesis depict calcifications in comparison to digital mammography? A retrospective observer study.
Proceedings of the 14th International Workshop on Breast Imaging, 2018

Mammogram denoising to improve the calcification detection performance of convolutional nets.
Proceedings of the 14th International Workshop on Breast Imaging, 2018

Improving the automated detection of calcifications by combining deep cascades and deep convolutional nets.
Proceedings of the 14th International Workshop on Breast Imaging, 2018

2017
Large scale deep learning for computer aided detection of mammographic lesions.
Medical Image Analysis, 2017

Classifying Symmetrical Differences and Temporal Change in Mammography Using Deep Neural Networks.
CoRR, 2017

Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation.
CoRR, 2017

Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images.
CoRR, 2017

Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images.
CoRR, 2017

Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Conditional random field modelling of interactions between findings in mammography.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Deep learning of symmetrical discrepancies for computer-aided detection of mammographic masses.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Spatial Enhancement by Dehazing for Detection of Microcalcifications with Convolutional Nets.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

The Effect of Mammogram Preprocessing on Microcalcification Detection with Convolutional Neural Networks.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016
Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring.
IEEE Trans. Med. Imaging, 2016

Stain Specific Standardization of Whole-Slide Histopathological Images.
IEEE Trans. Med. Imaging, 2016

Automated Detection of DCIS in Whole-Slide H&E Stained Breast Histopathology Images.
IEEE Trans. Med. Imaging, 2016

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities.
CoRR, 2016

Deep Multi-scale Location-aware 3D Convolutional Neural Networks for Automated Detection of Lacunes of Presumed Vascular Origin.
CoRR, 2016

Novel Morphological Features for Non-mass-like Breast Lesion Classification on DCE-MRI.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Quantification of mammographic masking risk with volumetric breast density maps: how to select women for supplemental screening.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Automated linking of suspicious findings between automated 3D breast ultrasound volumes.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

A fully automated system for quantification of background parenchymal enhancement in breast DCE-MRI.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Automatic Microcalcification Detection in Multi-vendor Mammography Using Convolutional Neural Networks.
Proceedings of the Breast Imaging, 2016

Whole Mastectomy Volume Reconstruction from 2D Radiographs and Its Mapping to Histology.
Proceedings of the Breast Imaging, 2016

A Comparison Between a Deep Convolutional Neural Network and Radiologists for Classifying Regions of Interest in Mammography.
Proceedings of the Breast Imaging, 2016

Learning Density Independent Texture Features.
Proceedings of the Breast Imaging, 2016

Performance of Breast Cancer Screening Depends on Mammographic Compression.
Proceedings of the Breast Imaging, 2016

LUT-QNE: Look-Up-Table Quantum Noise Equalization in Digital Mammograms.
Proceedings of the Breast Imaging, 2016

Deep Cascade Classifiers to Detect Clusters of Microcalcifications.
Proceedings of the Breast Imaging, 2016

Non-uniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Breast Segmentation and Density Estimation in Breast MRI: A Fully Automatic Framework.
IEEE J. Biomedical and Health Informatics, 2015

Automated localization of breast cancer in DCE-MRI.
Medical Image Analysis, 2015

A multi-scale superpixel classification approach to the detection of regions of interest in whole slide histopathology images.
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015

Vessel segmentation in screening mammograms.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Small white matter lesion detection in cerebral small vessel disease.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Towards Accurate Segmentation of Fibroglandular Tissue in Breast MRI Using Fuzzy C-Means and Skin-Folds Removal.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014
Automated Characterization of Breast Lesions Imaged With an Ultrafast DCE-MR Protocol.
IEEE Trans. Med. Imaging, 2014

Computer-Aided Detection of Prostate Cancer in MRI.
IEEE Trans. Med. Imaging, 2014

MRI to X-ray mammography intensity-based registration with simultaneous optimisation of pose and biomechanical transformation parameters.
Medical Image Analysis, 2014

Learning from unbalanced data: A cascade-based approach for detecting clustered microcalcifications.
Medical Image Analysis, 2014

Automatic nipple detection on 3D images of an automated breast ultrasound system (ABUS).
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Quantitative analysis of stain variability in histology slides and an algorithm for standardization.
Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

Chest-wall segmentation in automated 3D breast ultrasound images using thoracic volume classification.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Boosting classification performance in computer aided diagnosis of breast masses in raw full-field digital mammography using processed and screen film images.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Breast Tissue Segmentation and Mammographic Risk Scoring Using Deep Learning.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Automated Labeling of Screening Mammograms with Arterial Calcifications.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Towards Spatial Correspondence between Specimen and In-vivo Breast Imaging.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Invariant Features for Discriminating Cysts from Solid Lesions in Mammography.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Stability of Volumetric Tissue Composition Measured in Serial Screening Mammograms.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

2013
Generating Synthetic Mammograms From Reconstructed Tomosynthesis Volumes.
IEEE Trans. Med. Imaging, 2013

Improved location features for linkage of regions across ipsilateral mammograms.
Medical Image Analysis, 2013

Chest wall segmentation in automated 3D breast ultrasound scans.
Medical Image Analysis, 2013

On the interplay of machine learning and background knowledge in image interpretation by Bayesian networks.
Artificial Intelligence in Medicine, 2013

Breast segmentation in MRI: quantitative evaluation of three methods.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Surface-based prostate registration with biomechanical regularization.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

Finding lesion correspondences in different views of automated 3D breast ultrasound.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Detection of white matter lesions in cerebral small vessel disease.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

2012
Computer-Aided Lesion Diagnosis in Automated 3-D Breast Ultrasound Using Coronal Spiculation.
IEEE Trans. Med. Imaging, 2012

A probabilistic framework for image information fusion with an application to mammographic analysis.
Medical Image Analysis, 2012

MRI to X-ray mammography registration using a volume-preserving affine transformation.
Medical Image Analysis, 2012

A Pattern Recognition Approach to Zonal Segmentation of the Prostate on MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Detection of breast cancer in automated 3D breast ultrasound.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

Automated computer-aided detection of prostate cancer in MR images: from a whole-organ to a zone-based approach.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

A Hypothesis-Test Framework for Quantitative Lesion Detection and Diagnosis.
Proceedings of the Breast Imaging, 2012

Intensity-Based MRI to X-ray Mammography Registration with an Integrated Fast Biomechanical Transformation.
Proceedings of the Breast Imaging, 2012

Potential of a Standalone Computer-Aided Detection System for Breast Cancer Detection in Screening Mammography.
Proceedings of the Breast Imaging, 2012

Multimodal Classification of Breast Masses in Mammography and MRI Using Unimodal Feature Selection and Decision Fusion.
Proceedings of the Breast Imaging, 2012

Comparison of Lesion Size Using Area and Volume in Full Field Digital Mammograms.
Proceedings of the Breast Imaging, 2012

2011
Optimizing Case-Based Detection Performance in a Multiview CAD System for Mammography.
IEEE Trans. Med. Imaging, 2011

An Anatomically Oriented Breast Coordinate System for Mammogram Analysis.
IEEE Trans. Med. Imaging, 2011

Classification of breast lesions in automated 3D breast ultrasound.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Estimating corresponding locations in ipsilateral breast tomosynthesis views.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Automatic computer aided detection of abnormalities in multi-parametric prostate MRI.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Computer aided detection of breast masses in mammography using support vector machine classification.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Automatic breast density segmentation based on pixel classification.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Deformation models for registering MR and 3D ultrasound breast images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRI.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2010
Computer-aided diagnosis with temporal analysis to improve radiologists' interpretation of mammographic mass lesions.
IEEE Trans. Information Technology in Biomedicine, 2010

Breast MRI intensity non-uniformity correction using mean-shift.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Automated classification of lymph nodes in USPIO-enhanced MR-images: a comparison of three segmentation methods.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Using Local Context Information to Improve Automatic Mammographic Mass Detection.
Proceedings of the MEDINFO 2010, 2010

The Effect of Slab Size on Mass Detection Performance of a Screen-Film CAD System in Reconstructed Tomosynthesis Volumes.
Proceedings of the Digital Mammography, 2010

Comparison of Tilt Correction Methods in Full Field Digital Mammograms.
Proceedings of the Digital Mammography, 2010

Robust Breast Composition Measurement - VolparaTM.
Proceedings of the Digital Mammography, 2010

Computer aided detection in breast imaging: more than perception AID.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Robust Initial Detection of Landmarks in Film-Screen Mammograms Using Multiple FFDM Atlases.
IEEE Trans. Med. Imaging, 2009

Use of Normal Tissue Context in Computer-Aided Detection of Masses in Mammograms.
IEEE Trans. Med. Imaging, 2009

Noise model for microcalcification detection in reconstructed tomosynthesis slices.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

Using volumetric density estimation in computer aided mass detection in mammography.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

The use of contextual information for computer aided detection of masses in mammograms.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

Integrating Biological Knowledge, Novel Imaging Modalities, and Modeling in Breast Cancer Diagnosis.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Causal Probabilistic Modelling for Two-View Mammographic Analysis.
Proceedings of the Artificial Intelligence in Medicine, 2009

2008
Information Processing in Medical Imaging 2007.
Medical Image Analysis, 2008

Matching mammographic regions in mediolateral oblique and cranio caudal views: a probabilistic approach.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

The effect of training with SFM images in a FFDM CAD system.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

Feature selection for computer-aided detection: comparing different selection criteria.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

Detection of Microcalcifications Using a Nonuniform Noise Model.
Proceedings of the Digital Mammography, 2008

An Interactive Computer Aided Decision Support System for Detection of Masses in Mammograms.
Proceedings of the Digital Mammography, 2008

The Effect of Training Sample Size on Performance of Mass Detection.
Proceedings of the Digital Mammography, 2008

A decision support system for breast cancer detection in screening programs.
Proceedings of the ECAI 2008, 2008

Toward Expert Knowledge Representation for Automatic Breast Cancer Detection.
Proceedings of the Artificial Intelligence: Methodology, 2008

2007
Temporal Change Analysis for Characterization of Mass Lesions in Mammography.
IEEE Trans. Med. Imaging, 2007

Gray-scale and geometric registration of full-field digital and film-screen mammograms.
Medical Image Analysis, 2007

Classification of mammographic masses using support vector machines and Bayesian networks.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007

Chestwall Segmentation in 3D Breast Ultrasound Using a Deformable Volume Model.
Proceedings of the Information Processing in Medical Imaging, 2007

2006
Volumetric breast density estimation from full-field digital mammograms.
IEEE Trans. Med. Imaging, 2006

Parameter Estimation in Stochastic Mammogram Model by Heuristic Optimization Techniques.
IEEE Trans. Information Technology in Biomedicine, 2006

Interval change analysis to improve computer aided detection in mammography.
Medical Image Analysis, 2006

Lossless Compression of Digital Mammograms.
Proceedings of the Digital Mammography, 2006

Use of Prompt Magnitude in Computer Aided Detection of Masses in Mammograms.
Proceedings of the Digital Mammography, 2006

Exploitation of Correspondence Between CC and MLO Views in Computer Aided Mass Detection.
Proceedings of the Digital Mammography, 2006

2005
Thickness correction of mammographic images by anisotropic filtering and interpolation of dense tissue.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Regrouping initial CAD mass detections to facilitate classification of suspicious regions in mammography.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Linearization of Mammograms Using Parameters Derived from Noise Characteristics.
Proceedings of the Information Processing in Medical Imaging, 2005

2004
Thickness correction of mammographic images by means of a global parameter model of the compressed breast.
IEEE Trans. Med. Imaging, 2004

Noise equalization for detection of microcalcification clusters in direct digital mammogram images.
IEEE Trans. Med. Imaging, 2004

2003
A Comparison of Methods for Mammogram Registration.
IEEE Trans. Med. Imaging, 2003

Mammographic mass characterization using sharpness and lobulation measures.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Gray Scale Registration of Mammograms Using a Model of Image Acquisition.
Proceedings of the Information Processing in Medical Imaging, 2003

2001
Computer-Aided Diagnosis in Medical Imaging.
IEEE Trans. Med. Imaging, 2001

Classification of Breast Tumors on Digital Mammograms Using Laws' Texture Features.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Matching Breast Lesions in Multiple Mammographic Views.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Experiments with radiologists and a fully automated method for characterization of microcalcification clusters.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001

2000
Normalization of Local Contrast in Mammograms.
IEEE Trans. Med. Imaging, 2000

1999
Single and multiscale detection of masses in digital mammograms.
IEEE Trans. Med. Imaging, 1999

Improved method for detection of microcalcification clusters in digital mammograms.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

Discrete dynamic contour model for mass segmentation in digital mammograms.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

Local Orientation Distribution as a Function of Spatial Scale for Detection of Masses in Mammograms.
Proceedings of the Information Processing in Medical Imaging, 1999

1998
Improved Correction for Signal Dependent Noise Applied to Automatic Detection of Microcalcifications.
Proceedings of the Digital Mammography, 1998

Combining Single View Features and Asymmetry for Detection of Mass Lesions.
Proceedings of the Digital Mammography, 1998

Comparison of Three Mass Detection Methods.
Proceedings of the Digital Mammography, 1998

1996
Detection of stellate distortions in mammograms.
IEEE Trans. Med. Imaging, 1996

1993
Adaptive Noise Equalization and Image Analysis in Mammography.
Proceedings of the Information Processing in Medical Imaging, 1993

1992
Stochastic model for automated detection of calcifications in digital mammograms.
Image Vision Comput., 1992

1991
A Stochastic Model for Automated Detction of Calculations in Digital Mammograms.
Proceedings of the Information Processing in Medical Imaging, 1991

1990
A relaxation method for image segmentation using a spatially dependent stochastic model.
Pattern Recognition Letters, 1990

A statistical method for automatic labeling of tissues in medical images.
Mach. Vis. Appl., 1990


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