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ORCIDStefan Klein 0001
Person information
- affiliation: Erasmus MC, Departments of Radiology and Medical Informatics, Rotterdam, The Netherlands
Other persons with the same name
- Stefan Klein — disambiguation page
- Stefan Klein 0002 — University of Münster, School of Business and Economics, Germany (and 3 more)
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2020 – today
- 2024
[j49]Xuan Loc Pham
, Ha Manh Luu, Theo van Walsum, Hong Son Mai, Stefan Klein, Ngoc Ha Le, Trinh Chu Duc:
CMAN: Cascaded Multi-scale Spatial Channel Attention-guided Network for large 3D deformable registration of liver CT images. Medical Image Anal. 96: 103212 (2024)- [j48]Karin A. van Garderen, Sebastian R. van der Voort, Maarten M. J. Wijnenga, Fatih Incekara, Ahmad Alafandi, Georgios Kapsas, Renske Gahrmann, Joost W. Schouten, Hendrikus J. Dubbink, Arnaud J. P. E. Vincent, Martin J. van den Bent, Pim J. French, Marion Smits, Stefan Klein:
Evaluating the Predictive Value of Glioma Growth Models for Low-Grade Glioma After Tumor Resection. IEEE Trans. Medical Imaging 43(1): 253-263 (2024) - [c80]Shishuai Wang, Hua Ma, Juan Antonio Hernández Tamames, Stefan Klein, Dirk H. J. Poot:
qMRI Diffuser: Quantitative T1 Mapping of the Brain Using a Denoising Diffusion Probabilistic Model. DGM4MICCAI@MICCAI 2024: 129-138 - [c79]Marcella C. Zijta, Wietske A. P. Bastiaansen, Rene M. H. Wijnen, Régine P. M. Steegers-Theunissen, Bernadette de Bakker, Melek Rousian, Stefan Klein:
Semi-supervised Three-Dimensional Detection of Congenital Brain Anomalies in First Trimester Ultrasound. PIPPI@MICCAI 2024: 155-165 - [c78]Kaouther Mouheb, Marawan Elbatel, Stefan Klein, Esther E. Bron:
Evaluating the Fairness of Neural Collapse in Medical Image Classification. MICCAI (10) 2024: 286-296 - [d1]Wietske A. P. Bastiaansen, Melek Rousian, Anton H. J. Koning, Wiro J. Niessen, Bernadette de Bakker, Régine P. M. Steegers-Theunissen, Stefan Klein:
The 4D Human Embryonic Brain Atlas. Zenodo, 2024
- [i28]Douwe J. Spaanderman, Martijn P. A. Starmans, Gonnie C. M. van Erp, David F. Hanff, Judith H. Sluijter, Anne-Rose W. Schut, Geert J. L. H. van Leenders, Cornelis Verhoef, Dirk J. Grünhagen, Wiro J. Niessen, Jacob J. Visser, Stefan Klein:
Minimally Interactive Segmentation of Soft-Tissue Tumors on CT and MRI using Deep Learning. CoRR abs/2402.07746 (2024) - [i27]Kaouther Mouheb, Marawan Elbatel, Stefan Klein, Esther E. Bron:
Evaluating the Fairness of Neural Collapse in Medical Image Classification. CoRR abs/2407.05843 (2024) - [i26]Shishuai Wang, Hua Ma, Juan Antonio Hernández Tamames, Stefan Klein, Dirk H. J. Poot:
qMRI Diffusor: Quantitative T1 Mapping of the Brain using a Denoising Diffusion Probabilistic Model. CoRR abs/2407.16477 (2024) - [i25]Douwe J. Spaanderman, Matthew Marzetti, Xinyi Wan, Andrew F. Scarsbrook, Philip Robinson, Edwin H. G. Oei, Jacob J. Visser, Robert Hemke, Kirsten van Langevelde, David F. Hanff, Geert J. L. H. van Leenders, Cornelis Verhoef, Dirk J. Gruühagen, Wiro J. Niessen, Stefan Klein, Martijn P. A. Starmans:
AI in radiological imaging of soft-tissue and bone tumours: a systematic review evaluating against CLAIM and FUTURE-AI guidelines. CoRR abs/2408.12491 (2024) - 2023
- [j47]Pedro G. Vaz, Luisa Sánchez Brea, Vania Bastos Silva, Jan Van Eijgen, Ingeborg Stalmans, João Cardoso, Theo van Walsum, Stefan Klein, João Barbosa Breda, Danilo Andrade De Jesus:
Retinal OCT speckle as a biomarker for glaucoma diagnosis and staging. Comput. Medical Imaging Graph. 108: 102256 (2023) - [j46]Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Díaz, Karim Lekadir:
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging. Medical Image Anal. 84: 102704 (2023) - [j45]Emanoel R. Sabidussi, Stefan Klein, Ben Jeurissen, Dirk H. J. Poot:
dtiRIM: A generalisable deep learning method for diffusion tensor imaging. NeuroImage 269: 119900 (2023) - [c77]Wenjie Kang, Bo Li, Janne M. Papma, Lize C. Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Jurgen A. H. R. Claassen, Huub A. M. Middelkoop, Wiesje M. van der Flier, Inez H. G. B. Ramakers, Stefan Klein, Esther E. Bron:
An Interpretable Machine Learning Model with Deep Learning-Based Imaging Biomarkers for Diagnosis of Alzheimer's Disease. ISIC/Care-AI/MedAGI/DeCaF@MICCAI 2023: 69-78 - [i24]Danilo Andrade De Jesus, Eric F. Thee, Tim Doekemeijer, Daniel T. Luttikhuizen, Caroline Klaver, Stefan Klein, Theo van Walsum, Hans Vingerling, Luisa Sánchez:
Comparison of different retinal regions-of-interest imaged by OCT for the classification of intermediate AMD. CoRR abs/2305.02832 (2023) - [i23]Wenjie Kang, Bo Li, Janne M. Papma, Lize C. Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Jurgen A. H. R. Claassen, Huub A. M. Middelkoop, Wiesje M. van der Flier, Inez H. G. B. Ramakers, Stefan Klein, Esther E. Bron:
An Interpretable Machine Learning Model with Deep Learning-based Imaging Biomarkers for Diagnosis of Alzheimer's Disease. CoRR abs/2308.07778 (2023) - 2022
- [j44]Rita Marques, Danilo Andrade De Jesus, João Barbosa Breda, Jan Van Eijgen, Ingeborg Stalmans, Theo van Walsum, Stefan Klein, Pedro G. Vaz, Luisa Sánchez Brea:
Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review. Comput. Methods Programs Biomed. 220: 106801 (2022) - [j43]Martijn P. A. Starmans, Milea J. M. Timbergen, Melissa Vos, Michel Renckens, Dirk J. Grünhagen, Geert J. L. H. van Leenders, Roy S. Dwarkasing, François E. J. A. Willemssen, Wiro J. Niessen, Cornelis Verhoef, Stefan Sleijfer, Jacob J. Visser, Stefan Klein:
Differential Diagnosis and Molecular Stratification of Gastrointestinal Stromal Tumors on CT Images Using a Radiomics Approach. J. Digit. Imaging 35(2): 127-136 (2022) - [j42]Riwaj Byanju, Stefan Klein, Alexandra Cristobal-Huerta, Juan Antonio Hernández Tamames, Dirk H. J. Poot:
Time efficiency analysis for undersampled quantitative MRI acquisitions. Medical Image Anal. 78: 102390 (2022) - [j41]Esther E. Bron, Stefan Klein, Annika Reinke, Janne M. Papma, Lena Maier-Hein, Daniel C. Alexander, Neil P. Oxtoby:
Ten years of image analysis and machine learning competitions in dementia. NeuroImage 253: 119083 (2022) - [c76]Konstantinos Ntatsis, Luisa Sánchez Brea, Danilo Andrade De Jesus, João Barbosa Breda, Theo van Walsum, Edwin Bennink, Stefan Klein:
Motion correction in retinal optical coherence tomography imaging using deep learning registration. Image Processing 2022 - [c75]Wietske A. P. Bastiaansen, Melek Rousian, Régine P. M. Steegers-Theunissen, Wiro J. Niessen, Anton H. J. Koning, Stefan Klein:
Towards a 4D Spatio-Temporal Atlas of the Embryonic and Fetal Brain Using a Deep Learning Approach for Groupwise Image Registration. WBIR 2022: 29-34 - [i22]Wietske A. P. Bastiaansen, Melek Rousian, Régine P. M. Steegers-Theunissen, Wiro J. Niessen, Anton H. J. Koning, Stefan Klein:
Multi-Atlas Segmentation and Spatial Alignment of the Human Embryo in First Trimester 3D Ultrasound. CoRR abs/2202.06599 (2022) - [i21]Vikram Venkatraghavan, Sebastian R. van der Voort, Daniel Bos, Marion Smits, Frederik Barkhof, Wiro J. Niessen, Stefan Klein, Esther E. Bron:
Computer-aided diagnosis and prediction in brain disorders. CoRR abs/2206.14683 (2022) - 2021
- [j40]Wyke Huizinga, Dirk H. J. Poot, Elisabeth J. Vinke, F. Wenzel, Esther Bron, N. Toussaint, Christian Ledig, Henri A. Vrooman, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Stefan Klein:
Differences Between MR Brain Region Segmentation Methods: Impact on Single-Subject Analysis. Frontiers Big Data 4: 577164 (2021) - [j39]Emanoel R. Sabidussi, Stefan Klein, Matthan W. A. Caan, Shabab Bazrafkan, Arnold J. den Dekker, Jan Sijbers, Wiro J. Niessen, Dirk H. J. Poot:
Recurrent inference machines as inverse problem solvers for MR relaxometry. Medical Image Anal. 74: 102220 (2021) - [j38]Vikram Venkatraghavan, Stefan Klein, Lana Fani, Leontine S. Ham, Henri A. Vrooman, M. Kamran Ikram, Wiro J. Niessen, Esther E. Bron:
Analyzing the effect of APOE on Alzheimer's disease progression using an event-based model for stratified populations. NeuroImage 227: 117646 (2021) - [j37]Bo Li, Wiro J. Niessen, Stefan Klein, Marius de Groot, Mohammad Arfan Ikram, Meike W. Vernooij, Esther E. Bron:
Longitudinal diffusion MRI analysis using Segis-Net: A single-step deep-learning framework for simultaneous segmentation and registration. NeuroImage 235: 118004 (2021) - [j36]Vikram Venkatraghavan, Elisabeth J. Vinke, Esther E. Bron, Wiro J. Niessen, Mohammad Arfan Ikram, Stefan Klein, Meike W. Vernooij:
Progression along data-driven disease timelines is predictive of Alzheimer's disease in a population-based cohort. NeuroImage 238: 118233 (2021) - [j35]Sebastian R. van der Voort, Marion Smits, Stefan Klein:
DeepDicomSort: An Automatic Sorting Algorithm for Brain Magnetic Resonance Imaging Data. Neuroinformatics 19(1): 159-184 (2021) - [c74]Karin A. van Garderen, Sebastian R. van der Voort, Maarten M. J. Wijnenga, Fatih Incekara, Georgios Kapsas, Renske Gahrmann, Ahmad Alafandi, Marion Smits, Stefan Klein:
Evaluating Glioma Growth Predictions as a Forward Ranking Problem. BrainLes@MICCAI (1) 2021: 100-111 - [c73]K. B. de Raad, Karin A. van Garderen, Marion Smits, Sebastian R. van der Voort, Fatih Incekara, Edwin H. G. Oei, Jukka Hirvasniemi, Stefan Klein, Martijn P. A. Starmans:
The Effect of Preprocessing on Convolutional Neural Networks for Medical Image Segmentation. ISBI 2021: 655-658 - [c72]Bo Li, Wiro J. Niessen, Stefan Klein, Mohammad Arfan Ikram, Meike W. Vernooij, Esther E. Bron:
Learning unbiased group-wise registration (LUGR) and joint segmentation: evaluation on longitudinal diffusion MRI. Image Processing 2021 - [i20]Karin A. van Garderen, Sebastian R. van der Voort, Maarten M. J. Wijnenga, Fatih Incekara, Georgios Kapsas, Renske Gahrmann, Ahmad Alafandi, Marion Smits, Stefan Klein:
Evaluating glioma growth predictions as a forward ranking problem. CoRR abs/2103.11651 (2021) - [i19]Emanoel R. Sabidussi, Stefan Klein, Matthan W. A. Caan, Shabab Bazrafkan, Arnold J. den Dekker, Jan Sijbers, Wiro J. Niessen, Dirk H. J. Poot:
Recurrent Inference Machines as inverse problem solvers for MR relaxometry. CoRR abs/2106.07379 (2021) - [i18]Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Díaz, Karim Lekadir:
A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions. CoRR abs/2107.09543 (2021) - [i17]Martijn P. A. Starmans, Sebastian R. van der Voort, Thomas Phil, Milea J. M. Timbergen, Melissa Vos, Guillaume A. Padmos, Wouter Kessels, David Hanff, Dirk J. Grünhagen, Cornelis Verhoef, Stefan Sleijfer, Martin J. van den Bent, Marion Smits, Roy S. Dwarkasing, Christopher J. Els, Federico Fiduzi, Geert J. L. H. van Leenders, Anela Blazevic, Johannes Hofland, Tessa Brabander, Renza A. H. van Gils, Gaston J. H. Franssen, Richard A. Feelders, Wouter W. de Herder, Florian E. Buisman, François E. J. A. Willemssen, Bas Groot Koerkamp, Lindsay Angus, Astrid A. M. van der Veldt, Ana Rajicic, Arlette E. Odink, Mitchell Deen, Jose M. Castillo T, Jifke F. Veenland, Ivo Schoots, Michel Renckens, Michail Doukas, Rob A. de Man, Jan N. M. IJzermans, Razvan L. Miclea, Peter B. Vermeulen, Esther E. Bron, Maarten G. Thomeer, Jacob J. Visser, Wiro J. Niessen, Stefan Klein:
Reproducible radiomics through automated machine learning validated on twelve clinical applications. CoRR abs/2108.08618 (2021) - [i16]Rita Marques, Danilo Andrade De Jesus, João Barbosa Breda, Jan Van Eijgen, Ingeborg Stalmans, Theo van Walsum, Stefan Klein, Pedro G. Vaz, Luisa Sánchez Brea:
Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review. CoRR abs/2109.02322 (2021) - [i15]Esther E. Bron, Stefan Klein, Annika Reinke, Janne M. Papma, Lena Maier-Hein, Daniel C. Alexander, Neil P. Oxtoby:
Ten years of image analysis and machine learning competitions in dementia. CoRR abs/2112.07922 (2021) - 2020
- [j34]Willem van Valenberg, Stefan Klein, Frans M. Vos, Kirsten Koolstra, Lucas J. van Vliet, Dirk H. J. Poot:
An Efficient Method for Multi-Parameter Mapping in Quantitative MRI Using B-Spline Interpolation. IEEE Trans. Medical Imaging 39(5): 1681-1689 (2020) - [c71]Giancarlos Gutiérrez Cervantes, Eveling Castro Gutierrez, Javier Delgado Obando, Victor Paúl Pauca, Stefan Klein, Hans Lamecker:
Automatic quantification of hip osteoarthritis from low-quality x-ray images. Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113172A - [c70]Wietske A. P. Bastiaansen, Melek Rousian, Régine P. M. Steegers-Theunissen, Wiro J. Niessen, Anton H. J. Koning, Stefan Klein:
Atlas-Based Segmentation of the Human Embryo Using Deep Learning with Minimal Supervision. ASMUS/PIPPI@MICCAI 2020: 211-221 - [c69]Luisa Sánchez Brea, Danilo Andrade De Jesus, Stefan Klein, Theo van Walsum:
Deep learning-based retinal vessel segmentation with cross-modal evaluation. MIDL 2020: 709-720 - [c68]Wietske A. P. Bastiaansen, Melek Rousian, Régine P. M. Steegers-Theunissen, Wiro J. Niessen, Anton H. J. Koning, Stefan Klein:
Towards Segmentation and Spatial Alignment of the Human Embryonic Brain Using Deep Learning for Atlas-Based Registration. WBIR 2020: 34-43 - [i14]Wietske A. P. Bastiaansen, Melek Rousian, Régine P. M. Steegers-Theunissen, Wiro J. Niessen, Anton H. J. Koning, Stefan Klein:
Towards segmentation and spatial alignment of the human embryonic brain using deep learning for atlas-based registration. CoRR abs/2005.06368 (2020) - [i13]Vikram Venkatraghavan, Stefan Klein, Lana Fani, Leontine S. Ham, Henri A. Vrooman, M. Kamran Ikram, Wiro J. Niessen, Esther E. Bron:
Analyzing the effect of APOE on Alzheimer's disease progression using an event-based model for stratified populations. CoRR abs/2009.07139 (2020) - [i12]Sebastian R. van der Voort, Fatih Incekara, Maarten M. J. Wijnenga, Georgios Kapsas, Renske Gahrmann, Joost W. Schouten, Rishi Nandoe Tewarie, Geert J. Lycklama, Philip C. de Witt Hamer, Roelant S. Eijgelaar, Pim J. French, Hendrikus J. Dubbink, Arnaud J. P. E. Vincent, Wiro J. Niessen, Martin J. van den Bent, Marion Smits, Stefan Klein:
WHO 2016 subtyping and automated segmentation of glioma using multi-task deep learning. CoRR abs/2010.04425 (2020) - [i11]Martijn P. A. Starmans, Milea J. M. Timbergen, Melissa Vos, Michel Renckens, Dirk J. Grünhagen, Geert J. L. H. van Leenders, Roy S. Dwarkasing, François E. J. A. Willemssen, Wiro J. Niessen, Cornelis Verhoef, Stefan Sleijfer, Jacob J. Visser, Stefan Klein:
Differential diagnosis and molecular stratification of gastrointestinal stromal tumors on CT images using a radiomics approach. CoRR abs/2010.06824 (2020) - [i10]Bo Li, Wiro J. Niessen, Stefan Klein, Mohammad Arfan Ikram, Meike W. Vernooij, Esther E. Bron:
Learning unbiased registration and joint segmentation: evaluation on longitudinal diffusion MRI. CoRR abs/2011.01869 (2020) - [i9]Esther E. Bron, Stefan Klein, Janne M. Papma, Lize C. Jiskoot, Vikram Venkatraghavan, Jara Linders, Pauline Aalten, Peter Paul De Deyn, Geert Jan Biessels, Jurgen A. H. R. Claassen, Huub A. M. Middelkoop, Marion Smits, Wiro J. Niessen, John van Swieten, Wiesje M. van der Flier, Inez H. G. B. Ramakers, Aad van der Lugt:
Cross-Cohort Generalizability of Deep and Conventional Machine Learning for MRI-based Diagnosis and Prediction of Alzheimer's Disease. CoRR abs/2012.08769 (2020) - [i8]Bo Li, Wiro J. Niessen, Stefan Klein, Marius de Groot, Mohammad Arfan Ikram, Meike W. Vernooij, Esther E. Bron:
Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registration. CoRR abs/2012.14230 (2020)
2010 – 2019
- 2019
- [j33]Vikram Venkatraghavan, Esther E. Bron, Wiro J. Niessen, Stefan Klein:
Disease progression timeline estimation for Alzheimer's disease using discriminative event based modeling. NeuroImage 186: 518-532 (2019) - [j32]Jean-Marie Guyader, Wyke Huizinga, Valerio Fortunati, Dirk H. J. Poot, Jifke F. Veenland, Margarethus M. Paulides, Wiro J. Niessen, Stefan Klein:
Groupwise Multichannel Image Registration. IEEE J. Biomed. Health Informatics 23(3): 1171-1180 (2019) - [c67]Vikram Venkatraghavan, Florian Dubost, Esther E. Bron, Wiro J. Niessen, Marleen de Bruijne, Stefan Klein:
Event-Based Modeling with High-Dimensional Imaging Biomarkers for Estimating Spatial Progression of Dementia. IPMI 2019: 169-180 - [c66]Jose M. Castillo T, Martijn P. A. Starmans, Wiro J. Niessen, Ivo Schoots, Stefan Klein, Jifke F. Veenland:
Classification Of Prostate Cancer: High Grade Versus Low Grade Using A Radiomics Approach. ISBI 2019: 1319-1322 - [c65]Kasper Marstal, Floris F. Berendsen, Niels Dekker, Marius Staring, Stefan Klein:
The Continuous Registration Challenge: Evaluation-as-a-Service for Medical Image Registration Algorithms. ISBI 2019: 1399-1402 - [c64]Razvan V. Marinescu, Neil P. Oxtoby, Alexandra L. Young, Esther E. Bron, Arthur W. Toga, Michael W. Weiner, Frederik Barkhof, Nick C. Fox, Polina Golland, Stefan Klein, Daniel C. Alexander:
TADPOLE Challenge: Accurate Alzheimer's Disease Prediction Through Crowdsourced Forecasting of Future Data. PRIME@MICCAI 2019: 1-10 - [c63]Chaoping Zhang, Florian Dubost, Marleen de Bruijne, Stefan Klein, Dirk H. J. Poot:
APIR-Net: Autocalibrated Parallel Imaging Reconstruction Using a Neural Network. MLMIR@MICCAI 2019: 36-46 - [c62]Karin van Garderen, Marion Smits, Stefan Klein:
Multi-modal Segmentation with Missing MR Sequences Using Pre-trained Fusion Networks. DART/MIL3ID@MICCAI 2019: 165-172 - [c61]Bo Li, Wiro J. Niessen, Stefan Klein, Marius de Groot, Mohammad Arfan Ikram, Meike W. Vernooij, Esther E. Bron:
A Hybrid Deep Learning Framework for Integrated Segmentation and Registration: Evaluation on Longitudinal White Matter Tract Changes. MICCAI (3) 2019: 645-653 - [i7]Vikram Venkatraghavan, Florian Dubost, Esther E. Bron, Wiro J. Niessen, Marleen de Bruijne, Stefan Klein:
Event-Based Modeling with High-Dimensional Imaging Biomarkers for Estimating Spatial Progression of Dementia. CoRR abs/1903.03386 (2019) - [i6]Bo Li, Wiro J. Niessen, Stefan Klein, Marius de Groot, Mohammad Arfan Ikram, Meike W. Vernooij, Esther Bron:
A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes. CoRR abs/1908.10221 (2019) - [i5]Chaoping Zhang, Florian Dubost, Marleen de Bruijne, Stefan Klein, Dirk H. J. Poot:
APIR-Net: Autocalibrated Parallel Imaging Reconstruction using a Neural Network. CoRR abs/1909.09006 (2019) - [i4]Karin van Garderen, Marion Smits, Stefan Klein:
Multi-modal segmentation with missing MR sequences using pre-trained fusion networks. CoRR abs/1909.11464 (2019) - [i3]Karin van Garderen, Sebastian R. van der Voort, Fatih Incekara, Marion Smits, Stefan Klein:
Towards continuous learning for glioma segmentation with elastic weight consolidation. CoRR abs/1909.11479 (2019) - 2018
- [j31]Mathias Polfliet, Stefan Klein, Wyke Huizinga, Margarethus M. Paulides, Wiro J. Niessen, Jef Vandemeulebroucke:
Intrasubject multimodal groupwise registration with the conditional template entropy. Medical Image Anal. 46: 15-25 (2018) - [j30]Wyke Huizinga, Dirk H. J. Poot, Meike W. Vernooij, Gennady Roshchupkin, Esther Bron, Mohammad Arfan Ikram, Daniel Rueckert, Wiro J. Niessen, Stefan Klein:
A spatio-temporal reference model of the aging brain. NeuroImage 169: 11-22 (2018) - [c60]Martijn P. A. Starmans, Razvan L. Miclea, Sebastian R. van der Voort, Wiro J. Niessen, Maarten G. Thomeer, Stefan Klein:
Classification of malignant and benign liver tumors using a radiomics approach. Image Processing 2018: 105741D - [c59]Wei Sun, Dirk H. J. Poot, Xuan Yang, Wiro J. Niessen, Stefan Klein:
Averaged Stochastic Optimization for Medical Image Registration Based on Variance Reduction. WBIR 2018: 69-79 - [c58]Gokhan Gunay, Sebastian R. van der Voort, Ha Manh Luu, Adriaan Moelker, Stefan Klein:
Local Image Registration Uncertainty Estimation Using Polynomial Chaos Expansions. WBIR 2018: 115-125 - [e1]Stefan Klein, Marius Staring, Stanley Durrleman, Stefan Sommer:
Biomedical Image Registration - 8th International Workshop, WBIR 2018, Leiden, The Netherlands, June 28-29, 2018, Proceedings. Lecture Notes in Computer Science 10883, Springer 2018, ISBN 978-3-319-92257-7 [contents] - [i2]Vikram Venkatraghavan, Esther E. Bron, Wiro J. Niessen, Stefan Klein, Alzheimer's Disease Neuroimaging Initiative:
Disease Progression Timeline Estimation for Alzheimer's Disease using Discriminative Event Based Modeling. CoRR abs/1808.03604 (2018) - 2017
- [j29]Ana Isabel Rodrigues Gouveia, Coert Metz, Luis Freire, Pedro Almeida, Stefan Klein:
Registration-by-regression of coronary CTA and X-ray angiography. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5(3): 208-220 (2017) - [j28]Wei Sun, Dirk H. J. Poot, Ihor Smal, Xuan Yang, Wiro J. Niessen, Stefan Klein:
Stochastic optimization with randomized smoothing for image registration. Medical Image Anal. 35: 146-158 (2017) - [j27]Wei Sun, Wiro J. Niessen, Stefan Klein:
Randomly Perturbed B-Splines for Nonrigid Image Registration. IEEE Trans. Pattern Anal. Mach. Intell. 39(7): 1401-1413 (2017) - [c57]Vikram Venkatraghavan, Esther E. Bron, Wiro J. Niessen, Stefan Klein:
A Discriminative Event Based Model for Alzheimer's Disease Progression Modeling. IPMI 2017: 121-133 - [c56]Sebastian R. van der Voort, Renske Gahrmann, Martin J. van den Bent, Arnaud J. P. E. Vincent, Wiro J. Niessen, Marion Smits, Stefan Klein:
Radiogenomic classification of the 1p/19q status in presumed low-grade gliomas. ISBI 2017: 638-641 - [c55]Gokhan Gunay, Sebastian R. van der Voort, Ha Manh Luu, Adriaan Moelker, Stefan Klein:
Parameter Sensitivity Analysis in Medical Image Registration Algorithms Using Polynomial Chaos Expansions. MICCAI (1) 2017: 335-343 - [c54]Kasper Marstal, Stefan Klein:
Active registration models. Image Processing 2017: 101330Y - [c53]Mathias Polfliet, Stefan Klein, Wiro J. Niessen, Jef Vandemeulebroucke:
Laplacian eigenmaps for multimodal groupwise image registration. Image Processing 2017: 101331N - [i1]Vikram Venkatraghavan, Esther Bron, Wiro J. Niessen, Stefan Klein:
A Discriminative Event Based Model for Alzheimer's Disease Progression Modeling. CoRR abs/1702.06408 (2017) - 2016
- [j26]Wyke Huizinga, Dirk H. J. Poot, Jean-Marie Guyader, R. Klaassen, Bram F. Coolen, Matthijs van Kranenburg, Robert Jan van Geuns, André Uitterdijk, Mathias Polfliet, Jef Vandemeulebroucke, Alexander Leemans, Wiro J. Niessen, Stefan Klein:
PCA-based groupwise image registration for quantitative MRI. Medical Image Anal. 29: 65-78 (2016) - [j25]Max A. Viergever, J. B. Antoine Maintz, Stefan Klein, Keelin Murphy, Marius Staring, Josien P. W. Pluim:
A survey of medical image registration - under review. Medical Image Anal. 33: 140-144 (2016) - [c52]Floris F. Berendsen, Kasper Marstal, Stefan Klein, Marius Staring:
The Design of SuperElastix - A Unifying Framework for a Wide Range of Image Registration Methodologies. CVPR Workshops 2016: 498-506 - [c51]Kasper Marstal, Floris F. Berendsen, Marius Staring, Stefan Klein:
SimpleElastix: A User-Friendly, Multi-lingual Library for Medical Image Registration. CVPR Workshops 2016: 574-582 - [c50]Jean-Marie Guyader, Wyke Huizinga, Valerio Fortunati, Dirk H. J. Poot, Matthijs van Kranenburg, Jifke F. Veenland, Margarethus M. Paulides, Wiro J. Niessen, Stefan Klein:
Total Correlation-Based Groupwise Image Registration for Quantitative MRI. CVPR Workshops 2016: 626-633 - [c49]Mathias Polfliet, Stefan Klein, Wyke Huizinga, Johan de Mey, Jef Vandemeulebroucke:
The pythagorean averages as group images in efficient groupwise registration. ISBI 2016: 1261-1264 - [c48]Wyke Huizinga, Dirk H. J. Poot, Gennady V. Roshchupkin, Esther E. Bron, Mohammad Arfan Ikram, Meike W. Vernooij, Daniel Rueckert, Wiro J. Niessen, Stefan Klein:
Modeling the brain morphology distribution in the general aging population. Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97880I - [c47]Gokhan Gunay, Ha Manh Luu, Theo van Walsum, Stefan Klein:
Semi-automated registration of pre- and intra-operative liver CT for image-guided interventions. Image Processing 2016: 97841N - 2015
- [j24]Stefan Klein, Erwin Vast, Johan van Soest, Andre Dekker, Marcel Koek, Wiro J. Niessen:
XNAT imaging platform for BioMedBridges and CTMM TraIT. J. Clin. Bioinform. 5(S-1): S18 (2015) - [j23]Esther E. Bron, Marion Smits, Wiro J. Niessen, Stefan Klein:
Feature Selection Based on the SVM Weight Vector for Classification of Dementia. IEEE J. Biomed. Health Informatics 19(5): 1617-1626 (2015) - [j22]Diego D. B. Carvalho, Zeynettin Akkus, Stijn C. H. van den Oord, Arend F. L. Schinkel, Antonius F. W. van der Steen, Wiro J. Niessen, Johan G. Bosch, Stefan Klein:
Lumen Segmentation and Motion Estimation in B-Mode and Contrast-Enhanced Ultrasound Images of the Carotid Artery in Patients With Atherosclerotic Plaque. IEEE Trans. Medical Imaging 34(4): 983-993 (2015) - [j21]Dirk H. J. Poot, Stefan Klein:
Detecting Statistically Significant Differences in Quantitative MRI Experiments, Applied to Diffusion Tensor Imaging. IEEE Trans. Medical Imaging 34(5): 1164-1176 (2015) - [c46]Jean-Marie Guyader, Wyke Huizinga, Valerio Fortunati, Jifke F. Veenland, Margarethus M. Paulides, Wiro J. Niessen, Stefan Klein:
Groupwise image registration of multimodal head-and-neck images. ISBI 2015: 730-733 - [c45]Akshay Pai, Stefan Klein, Stefan Sommer, Sune Darkner, Jon Sporring, Mads Nielsen:
Diffeomorphic image registration with automatic time-step adjustment. ISBI 2015: 1085-1088 - 2014
- [c44]Wei Sun, Wiro J. Niessen, Stefan Klein:
Free-Form Deformation Using Lower-Order B-spline for Nonrigid Image Registration. MICCAI (1) 2014: 194-201 - [c43]Esther Bron, Marion Smits, John van Swieten, Wiro J. Niessen, Stefan Klein:
Feature Selection Based on SVM Significance Maps for Classification of Dementia. MLMI 2014: 272-279 - [c42]Diego D. B. Carvalho, Zeynettin Akkus, Johan G. Bosch, Stijn C. H. van den Oord, Wiro J. Niessen, Stefan Klein:
Nonrigid motion compensation in B-mode and contrast enhanced ultrasound image sequences of the carotid artery. Image Processing 2014: 90340N - [c41]Jean-Marie Guyader, Livia Bernardin, Naomi H. M. Douglas, Dirk H. J. Poot, Wiro J. Niessen, Stefan Klein:
Influence of image registration on ADC images computed from free-breathing diffusion MRIs of the abdomen. Image Processing 2014: 90340O - [c40]Wei Sun, Wiro J. Niessen, Stefan Klein:
Wavelet based free-form deformations for nonrigid registration. Image Processing 2014: 90343N - [c39]Zeynettin Akkus, Diego D. B. Carvalho, Stefan Klein, Stijn C. H. van den Oord, Arend F. L. Schinkel, Nico de Jong, Antonius F. W. van der Steen, Johan G. Bosch:
Atherosclerotic carotid lumen segmentation in combined B-mode and contrast enhanced ultrasound images. Image Processing 2014: 903445 - [c38]