List of works - Nico Karssemeijer

3D volume reconstruction from serial breast specimen radiographs for mapping between histology and 3D whole specimen imaging.

scientific article

A computer-aided diagnosis system for breast DCE-MRI at high spatiotemporal resolution

scientific article published in January 2016

A method to determine the mammographic regions that show early changes due to the development of breast cancer

scientific article published on 20 October 2014

A model observer study using acquired mammographic images of an anthropomorphic breast phantom

scientific article published on 28 November 2017

A new 2D segmentation method based on dynamic programming applied to computer aided detection in mammography

scientific article published in May 2004

A novel approach to contrast-enhanced breast magnetic resonance imaging for screening: high-resolution ultrafast dynamic imaging.

scientific article

A pattern recognition approach to zonal segmentation of the prostate on MRI

scientific article published on 01 January 2012

A probabilistic framework for image information fusion with an application to mammographic analysis ⬇️

scientific article published on January 24, 2012

A regional registration method to find corresponding mass lesions in temporal mammogram pairs

scientific article published in August 2005

A systematic review on the use of the breast lesion excision system in breast disease

scholarly article by Wendelien B G Sanderink et al published 2 May 2019 in Insights into imaging

Amount of fibroglandular tissue FGT and background parenchymal enhancement BPE in relation to breast cancer risk and false positives in a breast MRI screening program : A retrospective cohort study

scientific article published on 22 February 2019

An anatomically oriented breast coordinate system for mammogram analysis

scientific article published on 23 May 2011

Application of convolutional neural networks to breast biopsies to delineate tissue correlates of mammographic breast density

scientific article published on 19 November 2019

Artificial Intelligence-Based Classification of Breast Lesions Imaged With a Multiparametric Breast MRI Protocol With Ultrafast DCE-MRI, T2, and DWI

scientific article published on 01 June 2019

Automated Detection of DCIS in Whole-Slide H&E Stained Breast Histopathology Images

scientific article

Automated characterization of breast lesions imaged with an ultrafast DCE-MR protocol

scientific article published on 16 September 2013

Automated detection of breast cancer in false-negative screening MRI studies from women at increased risk

scientific article published on 27 November 2015

Automated detection of white matter hyperintensities of all sizes in cerebral small vessel disease

scientific article published in December 2016

Automated localization of breast cancer in DCE-MRI.

scientific article published on 8 December 2014

Automatic breast density segmentation: an integration of different approaches

scientific article published on April 5, 2011

Biomechanical modeling constrained surface-based image registration for prostate MR guided TRUS biopsy

scientific article published on May 2015

Bone suppressed images improve radiologists' detection performance for pulmonary nodules in chest radiographs

scientific article published on 25 September 2013

Bone suppression increases the visibility of invasive pulmonary aspergillosis in chest radiographs

scientific article

Breast cancer screening results 5 years after introduction of digital mammography in a population-based screening program

scientific article published on 31 July 2009

Breast segmentation and density estimation in breast MRI: a fully automatic framework.

scientific article published in January 2015

Breast tissue segmentation from x-ray radiographs

scientific article published on 28 April 2014

Change in mammographic density across birth cohorts of Dutch breast cancer screening participants

scientific article published on 27 February 2019

Chest wall segmentation in automated 3D breast ultrasound scans

scientific article published on 5 December 2012

Chestwall segmentation in 3D breast ultrasound using a deformable volume model.

scientific article published in January 2007

Classifying symmetrical differences and temporal change for the detection of malignant masses in mammography using deep neural networks.

scientific article published on 10 October 2017

Clinical evaluation of a computer-aided diagnosis system for determining cancer aggressiveness in prostate MRI.

scientific article

Combining two mammographic projections in a computer aided mass detection method

scientific article published in March 2007

Comparison of Digital Screening Mammography and Screen-Film Mammography in the Early Detection of Clinically Relevant Cancers: A Multicenter Study ⬇️

scientific article published on 02 October 2012

Compressed Sensing for Breast MRI: Resolving the Trade-Off Between Spatial and Temporal Resolution

scientific article published in May 2017

Computer-aided detection as a decision assistant in chest radiography

Computer-aided detection improves detection of pulmonary nodules in chest radiographs beyond the support by bone-suppressed images

scientific article

Computer-aided detection of breast cancers using Haar-like features in automated 3D breast ultrasound

scientific article published on April 2015

Computer-aided detection of cancer in automated 3-D breast ultrasound

scientific article

Computer-aided detection of masses at mammography: interactive decision support versus prompts

scientific article published on 22 October 2012

Computer-aided detection of masses in full-field digital mammography using screen-film mammograms for training

scientific article published on 12 November 2008

Computer-aided detection of prostate cancer in MRI.

scientific article published in May 2014

Computer-aided detection versus independent double reading of masses on mammograms

scientific article published on 28 February 2003

Computer-aided diagnosis with temporal analysis to improve radiologists' interpretation of mammographic mass lesions

scientific article published on 15 April 2010

Computer-aided lesion diagnosis in automated 3-D breast ultrasound using coronal spiculation

scientific article published on 16 January 2012

Consequences of digital mammography in population-based breast cancer screening: initial changes and long-term impact on referral rates

scientific article (publication date: September 2010)

Consistency of breast density categories in serial screening mammograms: A comparison between automated and human assessment.

scientific article published on 12 July 2016

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

scientific article published in October 2017

Correlating locations in ipsilateral breast tomosynthesis views using an analytical hemispherical compression model

scientific article published on July 8, 2011

DEEP LEARNING-BASED ASSESSMENT OF TUMOR-ASSOCIATED STROMA FOR DIAGNOSING BREAST CANCER IN HISTOPATHOLOGY IMAGES

scientific article published on 01 April 2017

Dedicated computer-aided detection software for automated 3D breast ultrasound; an efficient tool for the radiologist in supplemental screening of women with dense breasts

scientific article published on 7 February 2018

Deep multi-scale location-aware 3D convolutional neural networks for automated detection of lacunes of presumed vascular origin ⬇️

scientific article published on 4 February 2017

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.

scientific article published in December 2017

Discriminating solitary cysts from soft tissue lesions in mammography using a pretrained deep convolutional neural network

scientific article published on 17 January 2017

Effect of compression paddle tilt correction on volumetric breast density estimation

scientific article published on July 27, 2012

Effect of recall rate on earlier screen detection of breast cancers based on the Dutch performance indicators

scientific article

Effect of soft-copy display supported by CAD on mammography screening performance

scientific article published on 25 August 2005

Evaluation of the effect of computer-aided classification of benign and malignant lesions on reader performance in automated three-dimensional breast ultrasound.

scientific article

Finding corresponding regions of interest in mediolateral oblique and craniocaudal mammographic views

scientific article published in September 2006

Fully automated detection of breast cancer in screening MRI using convolutional neural networks.

scientific article published on 11 January 2018

Generating Synthetic Mammograms From Reconstructed Tomosynthesis Volumes.

scientific article published on 16 September 2013

Geographic variation in volumetric breast density between screening regions in the Netherlands

scientific article

Gray-scale and geometric registration of full-field digital and film-screen mammograms

scientific article published on 8 January 2007

Importance of comparison of current and prior mammograms in breast cancer screening

scientific article published on January 2007

Improved location features for linkage of regions across ipsilateral mammograms ⬇️

scientific article published on May 13, 2013

Improved mammographic CAD performance using multi-view information: a Bayesian network framework

scientific article published on 27 January 2009

Improving computer-aided detection assistance in breast cancer screening by removal of obviously false-positive findings.

scientific article published on 9 February 2017

Improving mass candidate detection in mammograms via feature maxima propagation and local feature selection

scientific article published on August 2014

Improving the Automated Detection of Calcifications Using Adaptive Variance Stabilization

scientific article published on 09 March 2018

Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound

scientific article

Increase in perceived case suspiciousness due to local contrast optimisation in digital screening mammography ⬇️

scientific article published on November 10, 2011

Influence of Risk Category and Screening Round on the Performance of an MR Imaging and Mammography Screening Program in Carriers of the BRCA Mutation and Other Women at Increased Risk

scientific article published on 16 October 2017

Influence of breast compression pressure on the performance of population-based mammography screening.

scientific article published on 28 November 2017

Influence of study design in receiver operating characteristics studies: sequential versus independent reading

scientific article published on 23 April 2014

Integrating biological knowledge, novel imaging modalities, and modeling in breast cancer diagnosis

Interval change analysis to improve computer aided detection in mammography

scientific article published on 05 July 2005

Large scale deep learning for computer aided detection of mammographic lesions

scientific article published on 2 August 2016

Linearization of mammograms using parameters derived from noise characteristics

scientific article

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities

scientific article published on 11 July 2017

MR Imaging as an Additional Screening Modality for the Detection of Breast Cancer in Women Aged 50-75 Years with Extremely Dense Breasts: The DENSE Trial Study Design.

scientific article

MRI to X-ray mammography intensity-based registration with simultaneous optimisation of pose and biomechanical transformation parameters.

scientific article published on 27 March 2014

MRI to X-ray mammography registration using a volume-preserving affine transformation.

scientific article published on 28 March 2012

MRI versus mammography for breast cancer screening in women with familial risk (FaMRIsc): a multicentre, randomised, controlled trial

scientific article published on 17 June 2019

Mammographic texture resemblance generalizes as an independent risk factor for breast cancer

scientific article

Mass detection in reconstructed digital breast tomosynthesis volumes with a computer-aided detection system trained on 2D mammograms.

scientific article

Multiplanar Reconstructions of 3D Automated Breast Ultrasound Improve Lesion Differentiation by Radiologists.

scientific article published on 4 September 2015

Multireader Study on the Diagnostic Accuracy of Ultrafast Breast Magnetic Resonance Imaging for Breast Cancer Screening

New reconstruction algorithm for digital breast tomosynthesis: better image quality for humans and computers

scientific article published in January 2017

One-view digital breast tomosynthesis as a stand-alone modality for breast cancer detection: do we need more?

scientific article published on 11 December 2017

Optimization of the difference-of-Gaussian channel sets for the channelized Hotelling observer

scientific article published on 01 July 2019

Optimization of volumetric breast density estimation in digital mammograms.

scientific article

Optimizing Case-Based Detection Performance in a Multiview CAD System for Mammography ⬇️

scientific article published on January 13, 2011

Quantification of masking risk in screening mammography with volumetric breast density maps

scientific article published on 04 February 2017

Reducing false positives of microcalcification detection systems by removal of breast arterial calcifications

scientific article published in April 2016

Segmentation of malignant lesions in 3D breast ultrasound using a depth-dependent model.

scientific article published in July 2016

Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches ⬇️

scientific article published on 01 January 2012

Sonographic Phenotypes of Molecular Subtypes of Invasive Ductal Cancer in Automated 3-D Breast Ultrasound

scientific article published on 30 May 2017

Stain Specific Standardization of Whole-Slide Histopathological Images.

scientific article published on 4 September 2015

Standalone computer-aided detection compared to radiologists’ performance for the detection of mammographic masses ⬇️

scientific article published on July 8, 2012

Supplemental MRI Screening for Women with Extremely Dense Breast Tissue

scientific article published on 01 November 2019

Surveillance of Women with the BRCA1 or BRCA2 Mutation by Using Biannual Automated Breast US, MR Imaging, and Mammography.

scientific article

The Effect of Supplementary Bone-Suppressed Chest Radiographs on the Assessment of a Variety of Common Pulmonary Abnormalities: Results of an Observer Study

scientific article published on 18 January 2016

The added value of mammography in different age-groups of women with and without BRCA mutation screened with breast MRI

The combined effect of mammographic texture and density on breast cancer risk: a cohort study.

scientific article

The correlation of background parenchymal enhancement in the contralateral breast with patient and tumor characteristics of MRI-screen detected breast cancers.

scientific article published on 19 January 2018

The effect of feature selection methods on computer-aided detection of masses in mammograms

scientific article published on 29 April 2010

The effect of volumetric breast density on the risk of screen-detected and interval breast cancers: a cohort study.

scientific article

The value of scatter removal by a grid in full field digital mammography

scientific article published on July 2003

Thickness correction of mammographic images by means of a global parameter model of the compressed breast

scientific article published on July 2004

Time to enhancement derived from ultrafast breast MRI as a novel parameter to discriminate benign from malignant breast lesions

scientific article published on 20 January 2017

Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring

scientific article (publication date: May 2016)

Use of normal tissue context in computer-aided detection of masses in mammograms

scientific article published on 7 August 2009

Use of prior mammograms in the classification of benign and malignant masses

scientific article published in November 2005

Use of volumetric features for temporal comparison of mass lesions in full field digital mammograms.

scientific article published on February 2014

Using computer-aided detection in mammography as a decision support

scientific article

Using deep convolutional neural networks to identify and classify tumor-associated stroma in diagnostic breast biopsies

scientific article published on 13 June 2018

Using deep learning to segment breast and fibroglandular tissue in MRI volumes.

scientific article

Validation of radiologists' findings by computer-aided detection (CAD) software in breast cancer detection with automated 3D breast ultrasound: a concept study in implementation of artificial intelligence software

scientific article published on 19 July 2019

Volumetric breast density affects performance of digital screening mammography

scientific article published on 23 December 2016

Volumetric breast density estimation from full-field digital mammograms

scientific article

Volumetric breast density estimation from full-field digital mammograms: a validation study.

scientific article published on 21 January 2014

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

scientific article published on 28 March 2018

List of works by Nico Karssemeijer

3D volume reconstruction from serial breast specimen radiographs for mapping between histology and 3D whole specimen imaging.

A computer-aided diagnosis system for breast DCE-MRI at high spatiotemporal resolution

A method to determine the mammographic regions that show early changes due to the development of breast cancer

A model observer study using acquired mammographic images of an anthropomorphic breast phantom

A new 2D segmentation method based on dynamic programming applied to computer aided detection in mammography

A novel approach to contrast-enhanced breast magnetic resonance imaging for screening: high-resolution ultrafast dynamic imaging.

A pattern recognition approach to zonal segmentation of the prostate on MRI

A probabilistic framework for image information fusion with an application to mammographic analysis ⬇️

A regional registration method to find corresponding mass lesions in temporal mammogram pairs

A systematic review on the use of the breast lesion excision system in breast disease

Amount of fibroglandular tissue FGT and background parenchymal enhancement BPE in relation to breast cancer risk and false positives in a breast MRI screening program : A retrospective cohort study

An anatomically oriented breast coordinate system for mammogram analysis

Application of convolutional neural networks to breast biopsies to delineate tissue correlates of mammographic breast density

Artificial Intelligence-Based Classification of Breast Lesions Imaged With a Multiparametric Breast MRI Protocol With Ultrafast DCE-MRI, T2, and DWI

Automated Detection of DCIS in Whole-Slide H&E Stained Breast Histopathology Images

Automated characterization of breast lesions imaged with an ultrafast DCE-MR protocol

Automated detection of breast cancer in false-negative screening MRI studies from women at increased risk

Automated detection of white matter hyperintensities of all sizes in cerebral small vessel disease

Automated localization of breast cancer in DCE-MRI.

Automatic breast density segmentation: an integration of different approaches

Biomechanical modeling constrained surface-based image registration for prostate MR guided TRUS biopsy

Bone suppressed images improve radiologists' detection performance for pulmonary nodules in chest radiographs

Bone suppression increases the visibility of invasive pulmonary aspergillosis in chest radiographs

Breast cancer screening results 5 years after introduction of digital mammography in a population-based screening program

Breast segmentation and density estimation in breast MRI: a fully automatic framework.

Breast tissue segmentation from x-ray radiographs

Change in mammographic density across birth cohorts of Dutch breast cancer screening participants

Chest wall segmentation in automated 3D breast ultrasound scans

Chestwall segmentation in 3D breast ultrasound using a deformable volume model.

Classifying symmetrical differences and temporal change for the detection of malignant masses in mammography using deep neural networks.

Clinical evaluation of a computer-aided diagnosis system for determining cancer aggressiveness in prostate MRI.

Combining two mammographic projections in a computer aided mass detection method

Comparison of Digital Screening Mammography and Screen-Film Mammography in the Early Detection of Clinically Relevant Cancers: A Multicenter Study ⬇️

Compressed Sensing for Breast MRI: Resolving the Trade-Off Between Spatial and Temporal Resolution

Computer-aided detection as a decision assistant in chest radiography

Computer-aided detection improves detection of pulmonary nodules in chest radiographs beyond the support by bone-suppressed images

Computer-aided detection of breast cancers using Haar-like features in automated 3D breast ultrasound

Computer-aided detection of cancer in automated 3-D breast ultrasound

Computer-aided detection of masses at mammography: interactive decision support versus prompts

Computer-aided detection of masses in full-field digital mammography using screen-film mammograms for training

Computer-aided detection of prostate cancer in MRI.

Computer-aided detection versus independent double reading of masses on mammograms

Computer-aided diagnosis with temporal analysis to improve radiologists' interpretation of mammographic mass lesions

Computer-aided lesion diagnosis in automated 3-D breast ultrasound using coronal spiculation

Consequences of digital mammography in population-based breast cancer screening: initial changes and long-term impact on referral rates

Consistency of breast density categories in serial screening mammograms: A comparison between automated and human assessment.

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

Correlating locations in ipsilateral breast tomosynthesis views using an analytical hemispherical compression model

DEEP LEARNING-BASED ASSESSMENT OF TUMOR-ASSOCIATED STROMA FOR DIAGNOSING BREAST CANCER IN HISTOPATHOLOGY IMAGES

Dedicated computer-aided detection software for automated 3D breast ultrasound; an efficient tool for the radiologist in supplemental screening of women with dense breasts

Deep multi-scale location-aware 3D convolutional neural networks for automated detection of lacunes of presumed vascular origin ⬇️

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.

Discriminating solitary cysts from soft tissue lesions in mammography using a pretrained deep convolutional neural network

Effect of compression paddle tilt correction on volumetric breast density estimation

Effect of recall rate on earlier screen detection of breast cancers based on the Dutch performance indicators

Effect of soft-copy display supported by CAD on mammography screening performance

Evaluation of the effect of computer-aided classification of benign and malignant lesions on reader performance in automated three-dimensional breast ultrasound.

Finding corresponding regions of interest in mediolateral oblique and craniocaudal mammographic views

Fully automated detection of breast cancer in screening MRI using convolutional neural networks.

Generating Synthetic Mammograms From Reconstructed Tomosynthesis Volumes.

Geographic variation in volumetric breast density between screening regions in the Netherlands

Gray-scale and geometric registration of full-field digital and film-screen mammograms

Importance of comparison of current and prior mammograms in breast cancer screening

Improved location features for linkage of regions across ipsilateral mammograms ⬇️

Improved mammographic CAD performance using multi-view information: a Bayesian network framework

Improving computer-aided detection assistance in breast cancer screening by removal of obviously false-positive findings.

Improving mass candidate detection in mammograms via feature maxima propagation and local feature selection

Improving the Automated Detection of Calcifications Using Adaptive Variance Stabilization

Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound

Increase in perceived case suspiciousness due to local contrast optimisation in digital screening mammography ⬇️

Influence of Risk Category and Screening Round on the Performance of an MR Imaging and Mammography Screening Program in Carriers of the BRCA Mutation and Other Women at Increased Risk

Influence of breast compression pressure on the performance of population-based mammography screening.

Influence of study design in receiver operating characteristics studies: sequential versus independent reading

Integrating biological knowledge, novel imaging modalities, and modeling in breast cancer diagnosis

Interval change analysis to improve computer aided detection in mammography

Large scale deep learning for computer aided detection of mammographic lesions

Linearization of mammograms using parameters derived from noise characteristics

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities

MR Imaging as an Additional Screening Modality for the Detection of Breast Cancer in Women Aged 50-75 Years with Extremely Dense Breasts: The DENSE Trial Study Design.