Josien P. W. Pluim
Orcid: 0000-0001-7327-9178
According to our database1,
Josien P. W. Pluim
authored at least 156 papers
between 1995 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2018, "For contributions to medical image analysis".
Timeline
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Bibliography
2024
IEEE J. Biomed. Health Informatics, March, 2024
WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide images.
CoRR, 2024
Multiple Instance Learning with random sampling for Whole Slide Image Classification.
CoRR, 2024
2023
Reducing segmentation failures in cardiac MRI via late feature fusion and GAN-based augmentation.
Comput. Biol. Medicine, July, 2023
IEEE Trans. Medical Imaging, March, 2023
On the usability of synthetic data for improving the robustness of deep learning-based segmentation of cardiac magnetic resonance images.
Medical Image Anal., 2023
Effect of latent space distribution on the segmentation of images with multiple annotations.
CoRR, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Insights from the IronTract challenge: Optimal methods for mapping brain pathways from multi-shell diffusion MRI.
NeuroImage, 2022
CoRR, 2022
CoRR, 2022
Influence of uncertainty estimation techniques on false-positive reduction in liver lesion detection.
CoRR, 2022
Label-informed cardiac magnetic resonance image synthesis through conditional generative adversarial networks.
Comput. Medical Imaging Graph., 2022
Cardiac MR Image Segmentation and Quality Control in the Presence of Respiratory Motion Artifacts Using Simulated Data.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
A Stratified Cascaded Approach for Brain Tumor Segmentation with the Aid of Multi-modal Synthetic Data.
Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022
An Image Feature Mapping Model for Continuous Longitudinal Data Completion and Generation of Synthetic Patient Trajectories.
Proceedings of the Deep Generative Models - Second MICCAI Workshop, 2022
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2022
Proceedings of the Simulation and Synthesis in Medical Imaging, 2022
2021
Deep Learning Regression for Prostate Cancer Detection and Grading in Bi-Parametric MRI.
IEEE Trans. Biomed. Eng., 2021
Roto-translation equivariant convolutional networks: Application to histopathology image analysis.
Medical Image Anal., 2021
Adversarial attack vulnerability of medical image analysis systems: Unexplored factors.
Medical Image Anal., 2021
ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification.
CoRR, 2021
CoRR, 2021
Late Fusion U-Net with GAN-Based Augmentation for Generalizable Cardiac MRI Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Hybrid Deep Neural Network for Brachial Plexus Nerve Segmentation in Ultrasound Images.
Proceedings of the 29th European Signal Processing Conference, 2021
clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Progressively Trained Convolutional Neural Networks for Deformable Image Registration.
IEEE Trans. Medical Imaging, 2020
Deep Learning-Based Grading of Ductal Carcinoma In Situ in Breast Histopathology Images.
CoRR, 2020
Orientation-Disentangled Unsupervised Representation Learning for Computational Pathology.
CoRR, 2020
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning.
CoRR, 2020
Quantifying Graft Detachment after Descemet's Membrane Endothelial Keratoplasty with Deep Convolutional Neural Networks.
CoRR, 2020
CoRR, 2020
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Direct classification of type 2 diabetes from retinal fundus images in a population-based sample from the Maastricht study.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge.
IEEE Trans. Medical Imaging, 2019
Pulmonary CT Registration Through Supervised Learning With Convolutional Neural Networks.
IEEE Trans. Medical Imaging, 2019
Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge.
Medical Image Anal., 2019
Not-so-supervised: A survey of semi-supervised, multi-instance, and transfer learning in medical image analysis.
Medical Image Anal., 2019
Deep learning assessment of breast terminal duct lobular unit involution: towards automated prediction of breast cancer risk.
CoRR, 2019
Liver segmentation and metastases detection in MR images using convolutional neural networks.
CoRR, 2019
Convolutional Neural Network-Based Regression for Quantification of Brain Characteristics Using MRI.
Proceedings of the New Knowledge in Information Systems and Technologies, 2019
Optimal input configuration of dynamic contrast enhanced MRI in convolutional neural networks for liver segmentation.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Approximation of a pipeline of unsupervised retina image analysis methods with a CNN.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Progressively growing convolutional networks for end-to-end deformable image registration.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Detection of acini in histopathology slides: towards automated prediction of breast cancer risk.
Proceedings of the Medical Imaging 2019: Digital Pathology, 2019
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019
2018
Reconnection of Interrupted Curvilinear Structures via Cortically Inspired Completion for Ophthalmologic Images.
IEEE Trans. Biomed. Eng., 2018
Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge.
CoRR, 2018
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Convolutional Neural Networks for Segmentation of the Left Atrium from Gadolinium-Enhancement MRI Images.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Proceedings of the Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Automatic classification of focal liver lesions based on clinical DCE-MR and T2-weighted images: A feasibility study.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Medical Image Anal., 2017
Isointense infant brain MRI segmentation with a dilated convolutional neural network.
CoRR, 2017
Proceedings of the Medical Imaging 2017: Image Processing, 2017
Supervised local error estimation for nonlinear image registration using convolutional neural networks.
Proceedings of the Medical Imaging 2017: Image Processing, 2017
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017
Domain-Adversarial Neural Networks to Address the Appearance Variability of Histopathology Images.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Proceedings of the Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2017
2016
Robust Retinal Vessel Segmentation via Locally Adaptive Derivative Frames in Orientation Scores.
IEEE Trans. Medical Imaging, 2016
Cutting Out the Middleman: Measuring Nuclear Area in Histopathology Slides Without Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
Assessment of algorithms for mitosis detection in breast cancer histopathology images.
Medical Image Anal., 2015
Improving label fusion in multi-atlas based segmentation by locally combining atlas selection and performance estimation.
Comput. Vis. Image Underst., 2015
2014
IEEE Trans. Biomed. Eng., 2014
IEEE Trans. Biomed. Eng., 2014
DIRBoost-An algorithm for boosting deformable image registration: Application to lung CT intra-subject registration.
Medical Image Anal., 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Fast Multiatlas Selection Using Composition of Transformations for Radiation Therapy Planning.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014
2013
Free-form image registration regularized by a statistical shape model: application to organ segmentation in cervical MR.
Comput. Vis. Image Underst., 2013
Expert-driven label fusion in multi-atlas-based segmentation of the prostate using weighted atlases.
Int. J. Comput. Assist. Radiol. Surg., 2013
A patient specific 4D MRI liver motion model based on sparse imaging and registration.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013
Proceedings of the Medical Imaging 2013: Digital Pathology, 2013
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
Segmentation of 3D Transesophageal Echocardiograms by Multi-cavity Active Shape Model and Gamma Mixture Model.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013
Free-Form Registration Involving Disappearing Structures: Application to Brachytherapy MRI.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
Implicit surface registration with surface-oriented anisotropic deformation field smoothing.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
IEEE Trans. Medical Imaging, 2012
Supervised quality assessment of medical image registration: Application to intra-patient CT lung registration.
Medical Image Anal., 2012
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
Elastic Demons: Characterizing Cortical Development in Neonates Using an Implicit Surface Registration.
Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2012
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
IEEE Trans. Medical Imaging, 2011
Semi-automatic construction of reference standards for evaluation of image registration.
Medical Image Anal., 2011
Registration of multi-view 3D echocardiography images.
Proceedings of the Medical Image Understanding and Analysis, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Evaluating and improving label fusion in atlas-based segmentation using the surface distance.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Evaluation of optimization methods for intensity-based 2D-3D registration in x-ray guided interventions.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Intra-temporal facial nerve centerline segmentation for navigated temporal bone surgery.
Proceedings of the Medical Imaging 2011: Visualization, 2011
Preconditioned Stochastic Gradient Descent Optimisation for Monomodal Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011
Segmentation of Cervical Images by Inter-subject Registration with a Statistical Organ Model.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2011
Marker-controlled watershed segmentation of nuclei in H&E stained breast cancer biopsy images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Automatic Segmentation of the Prostate in 3D Magnetic Resonance Images Using Case Specific Deformable Models.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
2010
IEEE Trans. Medical Imaging, 2010
Label Fusion in Atlas-Based Segmentation Using a Selective and Iterative Method for Performance Level Estimation (SIMPLE).
IEEE Trans. Medical Imaging, 2010
IEEE Trans. Medical Imaging, 2010
Adaptive local multi-atlas segmentation: Application to the heart and the caudate nucleus.
Medical Image Anal., 2010
Automatic estimation of registration parameters: image similarity and regularization.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
2009
IEEE Trans. Medical Imaging, 2009
Int. J. Comput. Vis., 2009
Automatic detection of registration errors for quality assessment in medical image registration.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Automatic Segmentation of the Pulmonary Lobes from Fissures, Airways, and Lung Borders: Evaluation of Robustness against Missing Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Medical Image Anal., 2008
Semi-automatic Reference Standard Construction for Quantitative Evaluation of Lung CT Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Enforcing stochastic inverse consistency in non-rigid image registration and matching.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
Evaluation of Optimization Methods for Nonrigid Medical Image Registration Using Mutual Information and B-Splines.
IEEE Trans. Image Process., 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
Normalized mutual information based registration using k-means clustering and shading correction.
Medical Image Anal., 2006
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
2005
Nonrigid registration with adaptive content-based filtering of the deformation field.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Comparison of gradient approximation techniques for optimisation of mutual information in nonrigid registration.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
2004
IEEE Trans. Medical Imaging, 2004
Construction and evaluation of an average CT brain image for inter-subject registration.
Comput. Biol. Medicine, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
2003
IEEE Trans. Medical Imaging, 2003
Normalized Mutual Information Based PET-MR Registration Using K-Means Clustering and Shading Correction.
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003
Normalized mutual information-based registration using K-means clustering-based histogram binning.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
2001
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
2000
Image Registration by Maximization of Combined Mutual Information and Gradient Information.
IEEE Trans. Medical Imaging, 2000
Comput. Vis. Image Underst., 2000
Image Registration by Maximization of Combined Mututal Information and Gradient Information.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000
1999
Proceedings of the Medical Imaging 1999: Image Processing, 1999
Quantitative Comparison of Sinc-Approximating Kernels for Medical Image Interpolation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999
1998
Proceedings of the Medical Imaging 1998: Image Processing, 1998
1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995