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2020 – today
- 2024
[j143]Ruisheng Su
, Matthijs van der Sluijs, Yuan Chen, Sandra A. P. Cornelissen, Ruben van den Broek, Wim H. van Zwam, Aad van der Lugt, Wiro J. Niessen, Danny Ruijters, Theo van Walsum:
CAVE: Cerebral artery-vein segmentation in digital subtraction angiography. Comput. Medical Imaging Graph. 115: 102392 (2024)- [d2]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
- [i37]Sijie Liu, Ruisheng Su, Jianghang Su, Jingmin Xin, Jiayi Wu, Wim H. van Zwam, Pieter Jan van Doormaal, Aad van der Lugt, Wiro J. Niessen, Nanning Zheng, Theo van Walsum:
An automated framework for brain vessel centerline extraction from CTA images. CoRR abs/2401.07041 (2024) - [i36]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) - [i35]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
- [j142]Sijie Liu, Jingmin Xin, Jiayi Wu, Yangyang Deng, Ruisheng Su, Wiro J. Niessen, Nanning Zheng, Theo van Walsum:
Multi-view Contour-constrained Transformer Network for Thin-cap Fibroatheroma Identification. Neurocomputing 523: 224-234 (2023) - [j141]Jiahang Su, Shuai Li, Lennard Wolff, Wim H. van Zwam, Wiro J. Niessen, Aad van der Lugt, Theo van Walsum:
Deep reinforcement learning for cerebral anterior vessel tree extraction from 3D CTA images. Medical Image Anal. 84: 102724 (2023) - [j140]Mohamed Benmahdjoub, Abdullah Thabit, Marie-Lise C. van Veelen, Wiro J. Niessen, Eppo B. Wolvius, Theo van Walsum:
Evaluation of AR visualization approaches for catheter insertion into the ventricle cavity. IEEE Trans. Vis. Comput. Graph. 29(5): 2434-2445 (2023) - [c189]Mohamed Benmahdjoub, Abdullah Thabit, Wiro J. Niessen, Eppo B. Wolvius, Theo van Walsum:
Fiducial markers detection trained exclusively on synthetic data for image-to-patient alignment in HMD-based surgical navigation. ISMAR-Adjunct 2023: 429-434 - [c188]Ruisheng Su, Matthijs van der Sluijs, Sandra A. P. Cornelissen, Wim H. van Zwam, Aad van der Lugt, Wiro J. Niessen, Danny Ruijters, Theo van Walsum, Adrian V. Dalca:
AngioMoCo: Learning-Based Motion Correction in Cerebral Digital Subtraction Angiography. MICCAI (7) 2023: 770-780 - [i34]Bo Li, Jeroen de Bresser, Wiro J. Niessen, Matthias van Osch, Wiesje M. van der Flier, Geert Jan Biessels, Meike W. Vernooij, Esther Bron:
Prior-knowledge-informed deep learning for lacune detection and quantification using multi-site brain MRI. CoRR abs/2306.10622 (2023) - [i33]Ruisheng Su, Matthijs van der Sluijs, Sandra A. P. Cornelissen, Wim H. van Zwam, Aad van der Lugt, Wiro J. Niessen, Danny Ruijters, Theo van Walsum, Adrian V. Dalca:
AngioMoCo: Learning-based Motion Correction in Cerebral Digital Subtraction Angiography. CoRR abs/2310.05445 (2023) - 2022
- [j139]Abdullah Thabit, Mohamed Benmahdjoub, Marie-Lise C. van Veelen, Wiro J. Niessen, Eppo B. Wolvius, Theo van Walsum:
Augmented reality navigation for minimally invasive craniosynostosis surgery: a phantom study. Int. J. Comput. Assist. Radiol. Surg. 17(8): 1453-1460 (2022) - [j138]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) - [j137]Ruisheng Su, Matthijs van der Sluijs, Sandra A. P. Cornelissen, Geert J. Lycklama, Jeannette Hofmeijer, Charles B. L. M. Majoie, Pieter Jan van Doormaal, Adriaan C. G. M. van Es, Danny Ruijters, Wiro J. Niessen, Aad van der Lugt, Theo van Walsum:
Spatio-temporal deep learning for automatic detection of intracranial vessel perforation in digital subtraction angiography during endovascular thrombectomy. Medical Image Anal. 77: 102377 (2022) - [j136]Mohamed Benmahdjoub, Wiro J. Niessen, Eppo B. Wolvius, Theo van Walsum:
Multimodal markers for technology-independent integration of augmented reality devices and surgical navigation systems. Virtual Real. 26(4): 1637-1650 (2022) - [c187]Abdullah Thabit, Wiro J. Niessen, Eppo B. Wolvius, Theo van Walsum:
Evaluation of marker tracking using mono and stereo vision in Microsoft HoloLens for surgical navigation. Medical Imaging: Image-Guided Procedures 2022 - [c186]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 - [i32]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) - [i31]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
- [j135]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) - [j134]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) - [j133]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) - [j132]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) - [j131]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) - [j130]Ruisheng Su, Sandra A. P. Cornelissen, Matthijs van der Sluijs, Adriaan C. G. M. van Es, Wim H. van Zwam, Diederik W. J. Dippel, Geert J. Lycklama, Pieter Jan van Doormaal, Wiro J. Niessen, Aad van der Lugt, Theo van Walsum:
autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients. IEEE Trans. Medical Imaging 40(9): 2380-2391 (2021) - [j129]Mohamed Benmahdjoub, Wiro J. Niessen, Eppo B. Wolvius, Theo van Walsum:
Virtual extensions improve perception-based instrument alignment using optical see-through devices. IEEE Trans. Vis. Comput. Graph. 27(11): 4332-4341 (2021) - [c185]Xianjing Liu, Bo Li, Esther E. Bron, Wiro J. Niessen, Eppo B. Wolvius, Gennady V. Roshchupkin:
Projection-Wise Disentangling for Fair and Interpretable Representation Learning: Application to 3D Facial Shape Analysis. MICCAI (5) 2021: 814-823 - [c184]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. Medical Imaging: Image Processing 2021 - [d1]Arno van Hilten, Steven A. Kushner, Manfred Kayser, Mohammad Arfan Ikram, Hieab H. H. Adams, Caroline C. W. Klaver, Wiro J. Niessen, Gennady V. Roshchupkin:
ArnovanHilten/GenNet: Release GenNet 1.4. Zenodo, 2021 - [i30]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) - [i29]Xianjing Liu, Bo Li, Esther Bron, Wiro J. Niessen, Eppo B. Wolvius, Gennady Roshchupkin:
Projection-wise Disentangling for Fair and Interpretable Representation Learning: Application to 3D Facial Shape Analysis. CoRR abs/2106.13734 (2021) - [i28]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) - 2020
- [j128]Florian Dubost, Marleen de Bruijne, Marco Nardin, Adrian V. Dalca, Kathleen L. Donahue, Anne-Katrin Giese, Mark R. Etherton, Ona Wu, Marius de Groot, Wiro J. Niessen, Meike W. Vernooij, Natalia S. Rost, Markus D. Schirmer:
Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation. Medical Image Anal. 63: 101698 (2020) - [j127]Florian Dubost, Hieab Adams, Pinar Yilmaz, Gerda Bortsova, Gijs van Tulder, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne:
Weakly supervised object detection with 2D and 3D regression neural networks. Medical Image Anal. 65: 101767 (2020) - [j126]Hayit Greenspan, Raúl San José Estépar, Wiro J. Niessen, Eliot L. Siegel, Mads Nielsen:
Position paper on COVID-19 imaging and AI: From the clinical needs and technological challenges to initial AI solutions at the lab and national level towards a new era for AI in healthcare. Medical Image Anal. 66: 101800 (2020) - [j125]Bo Li, Marius de Groot, Rebecca M. E. Steketee, Rozanna Meijboom, Marion Smits, Meike W. Vernooij, Mohammad Arfan Ikram, Jiren Liu, Wiro J. Niessen, Esther E. Bron:
Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging. NeuroImage 218: 116993 (2020) - [j124]Yaron Caspi, Rachel M. Brouwer, Hugo G. Schnack, Marieke E. van de Nieuwenhuijzen, Wiepke Cahn, René S. Kahn, Wiro J. Niessen, Aad van der Lugt, Hilleke E. Hulshoff Pol:
Changes in the intracranial volume from early adulthood to the sixth decade of life: A longitudinal study. NeuroImage 220: 116842 (2020) - [j123]Hakim C. Achterberg, Johan J. de Rooi, Meike W. Vernooij, Mohammad Arfan Ikram, Wiro J. Niessen, Paul H. C. Eilers, Marleen de Bruijne:
Spatially Regularized Shape Analysis of the Hippocampus Using P-Spline Based Shape Regression. IEEE J. Biomed. Health Informatics 24(3): 825-834 (2020) - [j122]Georgius A. M. Arkesteijn, Dirk H. J. Poot, Mohammad Arfan Ikram, Wiro J. Niessen, Lucas J. van Vliet, Meike W. Vernooij, Frans M. Vos:
Orientation Prior and Consistent Model Selection Increase Sensitivity of Tract-Based Spatial Statistics in Crossing-Fiber Regions. IEEE Trans. Medical Imaging 39(2): 308-319 (2020) - [j121]Jiahang Su, Lennard Wolff, Adriaan C. G. M. van Es, Wim H. van Zwam, Charles B. L. M. Majoie, Diederik W. J. Dippel, Aad van der Lugt, Wiro J. Niessen, Theo van Walsum:
Automatic Collateral Scoring From 3D CTA Images. IEEE Trans. Medical Imaging 39(6): 2190-2200 (2020) - [c183]Muhammad Arif, Ivo G. Schoots, Jose M. Castillo T, Monique J. Roobol, Wiro J. Niessen, Jifke F. Veenland:
Computer Aided Diagnosis of Clinically Significant Prostate Cancer in Low-Risk Patients on Multi-Parametric MR Images Using Deep Learning. ISBI 2020: 1482-1485 - [c182]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 - [c181]Yuanyuan Sun, Taygun Kekec, Adriaan Moelker, Wiro J. Niessen, Theo van Walsum:
Transformation optimization and image blending for 3D liver ultrasound series stitching. Medical Imaging: Image-Guided Procedures 2020: 1131512 - [c180]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 - [i27]Oliver Werner, Kimberlin M. H. van Wijnen, Wiro J. Niessen, Marius de Groot, Meike W. Vernooij, Florian Dubost, Marleen de Bruijne:
When Weak Becomes Strong: Robust Quantification of White Matter Hyperintensities in Brain MRI scans. CoRR abs/2004.05578 (2020) - [i26]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) - [i25]Bo Li, Marius de Groot, Rebecca M. E. Steketee, Rozanna Meijboom, Marion Smits, Meike W. Vernooij, Mohammad Arfan Ikram, Jiren Liu, Wiro J. Niessen, Esther E. Bron:
Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging. CoRR abs/2005.12838 (2020) - [i24]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) - [i23]Ruisheng Su, Sandra A. P. Cornelissen, Matthijs van der Sluijs, Adriaan C. G. M. van Es, Wim H. van Zwam, Diederik W. J. Dippel, Geert J. Lycklama, Pieter Jan van Doormaal, Wiro J. Niessen, Aad van der Lugt, Theo van Walsum:
autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients. CoRR abs/2010.01432 (2020) - [i22]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) - [i21]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) - [i20]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) - [i19]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) - [i18]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
- [j120]Florian Dubost, Hieab Adams, Gerda Bortsova, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne:
3D regression neural network for the quantification of enlarged perivascular spaces in brain MRI. Medical Image Anal. 51: 89-100 (2019) - [j119]Jyotirmoy Banerjee, Yuanyuan Sun, Camiel Klink, Renske Gahrmann, Wiro J. Niessen, Adriaan Moelker, Theo van Walsum:
Multiple-correlation similarity for block-matching based fast CT to ultrasound registration in liver interventions. Medical Image Anal. 53: 132-141 (2019) - [j118]Florian Dubost, Pinar Yilmaz, Hieab Adams, Gerda Bortsova, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne:
Enlarged perivascular spaces in brain MRI: Automated quantification in four regions. NeuroImage 185: 534-544 (2019) - [j117]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) - [j116]Hazel I. Zonneveld, Raimon H. R. Pruim, Daniel Bos, Henri A. Vrooman, Ryan L. Muetzel, Albert Hofman, Serge A. R. B. Rombouts, Aad van der Lugt, Wiro J. Niessen, Mohammad Arfan Ikram, Meike W. Vernooij:
Patterns of functional connectivity in an aging population: The Rotterdam Study. NeuroImage 189: 432-444 (2019) - [j115]Natalia Vilor-Tejedor, Mohammad Arfan Ikram, Gennady V. Roshchupkin, Alejandro Cáceres, Silvia Alemany, Meike W. Vernooij, Wiro J. Niessen, Cornelia M. van Duijn, Jordi Sunyer, Hieab H. Adams, Juan R. González:
Independent Multiple Factor Association Analysis for Multiblock Data in Imaging Genetics. Neuroinformatics 17(4): 583-592 (2019) - [j114]Neda Jahanshad, Joshua Faskowitz, Gennady V. Roshchupkin, Derrek P. Hibar, Boris A. Gutman, Nicholas J. Tustison, Hieab H. H. Adams, Wiro J. Niessen, Meike W. Vernooij, Mohammad Arfan Ikram, Marcel P. Zwiers, Alejandro Arias-Vasquez, Barbara Franke, Jennifer L. Kroll, Benson Mwangi, Jair C. Soares, Alex Ing, Sylvane Desrivières, Gunter Schumann, Narelle K. Hansell, Greig I. de Zubicaray, Katie L. McMahon, Nicholas G. Martin, Margaret J. Wright, Paul M. Thompson:
Multi-Site Meta-Analysis of Morphometry. IEEE ACM Trans. Comput. Biol. Bioinform. 16(5): 1508-1514 (2019) - [j113]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) - [c179]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 - [c178]Gerard Snaauw, Dong Gong, Gabriel Maicas, Anton van den Hengel, Wiro J. Niessen, Johan Verjans, Gustavo Carneiro:
End-To-End Diagnosis And Segmentation Learning From Cardiac Magnetic Resonance Imaging. ISBI 2019: 802-805 - [c177]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 - [c176]Florian Dubost, Benjamin Collery, Antonin Renaudier, Axel Roc, Nicolas Posocco, Wiro J. Niessen, Marleen de Bruijne:
Automated Estimation of the Spinal Curvature via Spine Centerline Extraction with Ensembles of Cascaded Neural Networks. CSI@MICCAI 2019: 88-94 - [c175]Florian Dubost, Max Dünnwald, Denver Huff, Vincent Scheumann, Frank Schreiber, Meike W. Vernooij, Wiro J. Niessen, Martin Skalej, Stefanie Schreiber, Steffen Oeltze-Jafra, Marleen de Bruijne:
Automated Quantification of Enlarged Perivascular Spaces in Clinical Brain MRI Across Sites. OR/MLCN@MICCAI 2019: 103-111 - [c174]Kimberlin M. H. van Wijnen, Florian Dubost, Pinar Yilmaz, Mohammad Arfan Ikram, Wiro J. Niessen, Hieab Adams, Meike W. Vernooij, Marleen de Bruijne:
Automated Lesion Detection by Regressing Intensity-Based Distance with a Neural Network. MICCAI (4) 2019: 234-242 - [c173]Florian Dubost, Gerda Bortsova, Hieab Adams, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne:
Hydranet: Data Augmentation for Regression Neural Networks. MICCAI (4) 2019: 438-446 - [c172]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 - [i17]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) - [i16]Florian Dubost, Hieab Adams, Pinar Yilmaz, Gerda Bortsova, Gijs van Tulder, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne:
Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks. CoRR abs/1906.01891 (2019) - [i15]Florian Dubost, Marleen de Bruijne, Marco Nardin, Adrian V. Dalca, Kathleen L. Donahue, Anne-Katrin Giese, Mark R. Etherton, Ona Wu, Marius de Groot, Wiro J. Niessen, Meike W. Vernooij, Natalia S. Rost, Markus D. Schirmer:
Automated Image Registration Quality Assessment Utilizing Deep-learning based Ventricle Extraction in Clinical Data. CoRR abs/1907.00695 (2019) - [i14]Kimberlin M. H. van Wijnen, Florian Dubost, Pinar Yilmaz, Mohammad Arfan Ikram, Wiro J. Niessen, Hieab Adams, Meike W. Vernooij, Marleen de Bruijne:
Automated Lesion Detection by Regressing Intensity-Based Distance with a Neural Network. CoRR abs/1907.12452 (2019) - [i13]Bo Li, Marius de Groot, Meike W. Vernooij, Mohammad Arfan Ikram, Wiro J. Niessen, Esther Bron:
Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset. CoRR abs/1908.10219 (2019) - [i12]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) - [i11]Florian Dubost, Benjamin Collery, Antonin Renaudier, Axel Roc, Nicolas Posocco, Gerda Bortsova, Wiro J. Niessen, Marleen de Bruijne:
Automated Estimation of the Spinal Curvature via Spine Centerline Extraction with Ensembles of Cascaded Neural Networks. CoRR abs/1911.01126 (2019) - 2018
- [j112]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) - [j111]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) - [j110]Carolyn D. Langen, Lotte G. M. Cremers, Marius de Groot, Tonya White, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij:
Disconnection due to white matter hyperintensities is associated with lower cognitive scores. NeuroImage 183: 745-756 (2018) - [c171]Yuanyuan Sun, Adriaan Moelker, Wiro J. Niessen, Theo van Walsum:
Towards Robust CT-Ultrasound Registration Using Deep Learning Methods. MLCN/DLF/iMIMIC@MICCAI 2018: 43-51 - [c170]Bo Li, Marius de Groot, Meike W. Vernooij, Mohammad Arfan Ikram, Wiro J. Niessen, Esther E. Bron:
Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset. MLMI@MICCAI 2018: 205-213 - [c169]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. Medical Imaging: Image Processing 2018: 105741D - [c168]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 - [i10]Florian Dubost, Hieab Adams, Gerda Bortsova, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne:
3D Regression Neural Network for the Quantification of Enlarged Perivascular Spaces in Brain MRI. CoRR abs/1802.05914 (2018) - [i9]Lena Maier-Hein, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P. Bradley, Aaron Carass, Carolin Feldmann, Alejandro F. Frangi, Peter M. Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A. Landman, Keno März, Oskar Maier, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Peter F. Neher, Wiro J. Niessen, Nasir M. Rajpoot, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin, Annette Kopp-Schneider:
Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions. CoRR abs/1806.02051 (2018) - [i8]Florian Dubost, Gerda Bortsova, Hieab Adams, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij, Marleen de Bruijne:
Hydranet: Data Augmentation for Regression Neural Networks. CoRR abs/1807.04798 (2018) - [i7]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) - [i6]Gerard Snaauw, Dong Gong, Gabriel Maicas, Anton van den Hengel, Wiro J. Niessen, Johan Verjans, Gustavo Carneiro:
End-to-End Diagnosis and Segmentation Learning from Cardiac Magnetic Resonance Imaging. CoRR abs/1810.10117 (2018) - 2017
- [j109]Guillaume Zahnd, Ayla Hoogendoorn, Nicolas Combaret, Antonios Karanasos, Emilie Péry, Laurent Sarry, Pascal Motreff, Wiro J. Niessen, Evelyn Regar, Gijs van Soest, Frank Gijsen, Theo van Walsum:
Contour segmentation of the intima, media, and adventitia layers in intracoronary OCT images: application to fully automatic detection of healthy wall regions. Int. J. Comput. Assist. Radiol. Surg. 12(11): 1923-1936 (2017) - [j108]Michel Dojat, David N. Kennedy, Wiro J. Niessen:
Editorial: MAPPING: MAnagement and Processing of Images for Population ImagiNG. Frontiers ICT 4: 18 (2017) - [j107]Anjana Ramkumar, Pieter Jan Stappers, Wiro J. Niessen, Sonja Adebahr, Tanja Schimek-Jasch, Ursula Nestle, Yu Song:
Using GOMS and NASA-TLX to Evaluate Human-Computer Interaction Process in Interactive Segmentation. Int. J. Hum. Comput. Interact. 33(2): 123-134 (2017) - [j106]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) - [j105]Hua Ma, Ayla Hoogendoorn, Evelyn Regar, Wiro J. Niessen, Theo van Walsum:
Automatic online layer separation for vessel enhancement in X-ray angiograms for percutaneous coronary interventions. Medical Image Anal. 39: 145-161 (2017) - [j104]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) - [j103]Pierre Ambrosini, Ihor Smal, Daniel Ruijters, Wiro J. Niessen, Adriaan Moelker, Theo van Walsum:
A Hidden Markov Model for 3D Catheter Tip Tracking With 2D X-ray Catheterization Sequence and 3D Rotational Angiography. IEEE Trans. Medical Imaging 36(3): 757-768 (2017) - [c167]