Research UMC Utrecht

Research output

Research output per year 1979 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2024

• 45723 Article
• 3034 Review article
• 2717 Doctoral thesis 1 (Research UU / Graduation UU)
• 1885 Comment/Letter to the editor
• 6837 More
  • 1480 Meeting Abstract
  • 1411 Chapter
  • 696 Abstract
  • 659 Letter
  • 532 Editorial
  • 470 Poster
  • 316 Doctoral thesis 2 (Research NOT UU / Graduation UU)
  • 291 Conference contribution
  • 182 Paper
  • 148 Literature review
  • 121 Short survey
  • 120 Other contribution
  • 103 Book
  • 54 Book editing
  • 53 Report
  • 45 Preprint
  • 44 Inaugural speech
  • 24 Doctoral thesis 3 (Research UU / Graduation NOT UU)
  • 21 Patent
  • 17 Web publication/site
  • 12 Other
  • 9 Foreword/postscript
  • 8 Book/Film/Article review
  • 5 Special issue
  • 5 Software
  • 4 Entry for encyclopedia/dictionary
  • 4 Digital or Visual Products
  • 2 Working paper
  • 1 Data set/Database

Research output per year

Research output per year

Search results

• 2024

  Deep learning-based auto-segmentation of paraganglioma for growth monitoring

  Sijben, E. M. C., Jansen, J. C., de Ridder, M., Bosman, P. A. N. & Alderliesten, T., 2024, Medical Imaging 2024: Image Perception, Observer Performance, and Technology Assessment. Mello-Thoms, C. R. & Chen, Y. (eds.). SPIE, 1292916. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12929).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Deep Learning for Automatic Strain Quantification in Arrhythmogenic Right Ventricular Cardiomyopathy

  Alvarez-Florez, L., Sander, J., Bourfiss, M., Tjong, F. V. Y., Velthuis, B. K. & Išgum, I., 2024, Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers - 14th International Workshop, STACOM 2023, Held in Conjunction with MICCAI 2023, Revised Selected Papers. Camara, O., Puyol-Antón, E., Suinesiaputra, A., Young, A., Sermesant, M., Tao, Q. & Wang, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 25-34 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14507 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Cardiomyopathy 100%
  • Cardiac 66%
  • Magnetic Resonance Imaging 59%
  • Quantification 57%
  • Learning 47%

• Progress and Challenges towards a Standard Approach for Dielectric Measurement and Reporting of Biological Tissues

  Porter, E., Mandija, S., Conceição, R. C., Cavagnaro, M., Prakash, P. & Curto, S., 2024, 2024 IEEE MTT-S International Microwave Biomedical Conference, IMBioC 2024. Institute of Electrical and Electronics Engineers Inc., p. 99-101 3 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Tissue Cross-Section and Pen Marking Segmentation in Whole Slide Images

  Lucassen, R., Blokx, W. & Veta, M., 3 Apr 2024, Proceedings Volume 12933, Medical Imaging 2024: Digital and Computational Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). 129330B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12933).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • tissues 100%
  • processing technology 65%
  • image analysis 53%
  • Python 45%
  • neural networks 34%

• Unsupervised Deep Learning for the Matching of Vascular Anatomy in Multiple Digital Subtraction Angiograms

  Kraaijveld, R. C. J., van der Velden, B. H. M. & Goldman, R. E., 2024, Medical Imaging 2024: Image Perception, Observer Performance, and Technology Assessment. Mello-Thoms, C. R. & Chen, Y. (eds.). SPIE, 129290N. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12929).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Whetting the SWORD: Detecting Workarounds by Using Active Learning and Logistic Regression

  van der Waal, W., van de Weerd, I., Haitjema, S., Kappen, T. & Reijers, H. A., 2024, Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024. Bui, T. X. (ed.). IEEE, p. 3687-3696 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File
• 2023

  An Interpretable Machine Learning Model with Deep Learning-Based Imaging Biomarkers for Diagnosis of Alzheimer’s Disease

  2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops - ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, Held in Conjunction with MICCAI 2023, Proceedings. Celebi, M. E., Salekin, M. S., Kim, H. & Albarqouni, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 69-78 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14393).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Biomarkers 100%
  • Imaging 86%
  • Machine Learning 85%
  • Alzheimer's Disease 72%
  • Learning 70%

• Assessment of cerebral vascular abnormality quantification technique to aid aneurysm localization

  De Donno, G., Timmins, K. & Kuijf, H., 2023, Medical Imaging 2023: Image Perception, Observer Performance, and Technology Assessment. Mello-Thoms, C. R. & Chen, Y. (eds.). SPIE, 1246713. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12467).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Intracranial 100%
  • abnormalities 81%
  • Intracranial Aneurysm 68%
  • Aneurysm 55%
  • Atlases 40%

• Behavioral Analysis of Pathological Speaker Embeddings of Patients During Oncological Treatment of Oral Cancer

  Thienpondt, J., Speksnijder, C. M. & Demuynck, K., 2023, Proc. INTERSPEECH 2023. p. 3018-3022 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • oral cancer 100%
  • Cancer 65%
  • Voice 34%
  • Oncology 29%
  • Speech 20%

• Calibration techniques for node classification using graph neural networks on medical image data

  Vos, I., Bhat, I., Velthuis, B., Ruigrok, Y. & Kuijf, H., 5 Apr 2023, Medical Imaging with Deep Learning. 2023..

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Calibration 100%
  • Deep neural networks 84%
  • Neural networks 79%
  • Decision making 15%
  • Temperature 8%
  16 Downloads (Pure)

• Effect of Calculating Pointwise Mutual Information using a Fuzzy Sliding Window in Topic Modeling

  Rijcken, E., Zervanou, K., Spruit, M., Scheepers, F. & Kaymak, U., 2023, 2023 IEEE International Conference on Fuzzy Systems, FUZZ 2023. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Fuzzy Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Sliding Window 100%
  • Mutual Information 80%
  • Modeling 43%
  • Judgment 25%
  • Context 20%

• First Experiments with an Applied Gaming Intervention for reducing Loneliness of Children with Chronic Illness: Lessons Learned

  Alexandridis, D., Bakkes, S. C. J., Nijhof, S. L., Van De Putte, E. & Veltkamp, R. C., 12 Apr 2023, FDG '23: Proceedings of the 18th International Conference on the Foundations of Digital Games. Lopes, P., Luz, F., Liapis, A. & Engstrom, H. (eds.). Association for Computing Machinery, Inc, p. 1-11 11 p. 39. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Ruby 100%
  • Audio recordings 46%
  • Economic and social effects 44%
  • Video recording 42%
  • Experiments 23%
  9 Downloads (Pure)

• Towards an Integrated Online Learning System for Microscopic Pathology: Two Teaching Examples

  Kainulainen, M., Helle, L., Kronqvist, P., Vincken, K. L., Pawelka, F., Korpinen, K. & de Leng, B., 2023, Proceedings of the Technology-Enhanced Learning in Laboratories workshop. CEUR, p. 16-27 12 p. (CEUR Workshop Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Pathology 100%
  • Learning systems 89%
  • Teaching 77%
  • Students 43%
  • Feedback 37%
  9 Downloads (Pure)

• Unrolled Microwave Imaging via Physics-assisted Deep Learning

  Zumbo, S., Mandija, S., Van Den Berg, C. A. T., Bevacqua, M. T. & Isernia, T., 2023, 2023 IEEE Conference on Antenna Measurements and Applications, CAMA 2023. Institute of Electrical and Electronics Engineers Inc., p. 7-9 3 p. (IEEE Conference on Antenna Measurements and Applications, CAMA).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • learning 100%
  • Deep learning 82%
  • Microwaves 80%
  • Physics 79%
  • Imaging techniques 70%

• Why is the Winner the Best?

  Eisenmann, M., Reinke, A., Weru, V., Tizabi, M. D., Isensee, F., Adler, T. J., Ali, S., Andrearczyk, V., Aubreville, M., Baid, U., Bakas, S., Balu, N., Bano, S., Bernal, J., Bodenstedt, S., Casella, A., Cheplygina, V., Daum, M., De Bruijne, M., Depeursinge, A., & 105 othersDorent, R., Egger, J., Ellis, D. G., Engelhardt, S., Ganz, M., Ghatwary, N., Girard, G., Godau, P., Gupta, A., Hansen, L., Harada, K., Heinrich, M., Heller, N., Hering, A., Huaulmé, A., Jannin, P., Kavur, A. E., Kodym, O., Kozubek, M., Li, J., Li, H., Ma, J., Martín-Isla, C., Menze, B., Noble, A., Oreiller, V., Padoy, N., Pati, S., Payette, K., Rädsch, T., Rafael-Patiño, J., Bawa, V. S., Speidel, S., Sudre, C. H., Van Wijnen, K., Wagner, M., Wei, D., Yamlahi, A., Yap, M. H., Yuan, C., Zenk, M., Zia, A., Zimmerer, D., Aydogan, D., Bhattarai, B., Bloch, L., Brüngel, R., Cho, J., Choi, C., Dou, Q., Ezhov, I., Friedrich, C. M., Fuller, C., Gaire, R. R., Galdran, A., García Faura, A., Grammatikopoulou, M., Hong, S., Jahanifar, M., Jang, I., Kadkhodamohammadi, A., Kang, I., Kofler, F., Kondo, S., Kuijf, H., Li, M., Luu, M., Martinčič, T., Morais, P., Naser, M. A., Oliveira, B., Owen, D., Pang, S., Park, J., Park, S., Płotka, S., Puybareau, E., Rajpoot, N., Ryu, K., Saeed, N., Shephard, A., Shi, P., Štepec, D., Subedi, R., Tochon, G., Torres, H. R., Urien, H., Vilaça, J. L., Wahid, K. A., Wang, H., Wang, J., Wang, L., Wang, X., Wiestler, B., Wodzinski, M., Xia, F., Xie, J., Xiong, Z., Yang, S., Yang, Y., Zhao, Z., Maier-Hein, K., Jäger, P. F., Kopp-Schneider, A. & Maier-Hein, L., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society Press, p. 19955-19966 12 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Image analysis 100%
  • Data curation 88%
  • Multi-task learning 69%
  • Benchmarking 54%
  • Lead 48%
• 2022

  Advances in MRI based Electrical Properties Tomography: a Comparison between Physics-supported Learning Approaches

  Zumbo, S., Mandija, S., Meliado, E. F., Stijnman, P., Meerbothe, T., Van Den Berg, C. A. T., Isernia, T. & Bevacqua, M. T., 2022, 2022 Microwave Mediterranean Symposium (MMS). Boccia, L., Catarinucci, L., Arnieri, E. & Colella, R. (eds.). IEEE Computer Society Press, (Mediterranean Microwave Symposium; vol. 2022-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Inverse problems 100%
  • Electric properties 98%
  • Magnetic resonance imaging 97%
  • Tomography 89%
  • Physics 80%

• Application of Supervised Descent Method to MRI Electrical Properties Tomography

  Zumbo, S., Mandija, S., Meliado, F., Van Den Berg, C. A. T., Isernia, T. & Bevacqua, M. T., 2022, 2022 16th European Conference on Antennas and Propagation, EuCAP 2022. Institute of Electrical and Electronics Engineers Inc.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • descent 100%
  • Electric properties 87%
  • Magnetic resonance imaging 86%
  • Tomography 78%
  • Electrical Property 68%

• Assessment of manual and automated intracranial artery diameter measurements

  Vos, I., Ophelders, M., Ruigrok, Y., Velthuis, B. & Kuijf, H., 21 Mar 2022, Conference proceedings of SPIE 12035, Medical Imaging 2022: Image Perception, Observer Performance, and Technology Assessment.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • risk factor 100%
  • detection 57%
  • analysis 25%

• Deep learning with vessel surface meshes for intracranial aneurysm detection

  Timmins, K., van der Schaaf, I., Vos, I., Ruigrok, Y., Velthuis, B. & Kuijf, H., 4 Apr 2022, Proc. SPIE 12033, Medical Imaging 2022: Computer-Aided Diagnosis. Drukker, K. & Iftekharuddin, K. M. (eds.). 120332D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12033).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Intracranial 100%
  • Deep Learning 85%
  • Intracranial Aneurysm 68%
  • learning 67%
  • mesh 58%

• Exploring Embedding Spaces for more Coherent Topic Modeling in Electronic Health Records

  Rijcken, E., Zervanou, K., Spruit, M., Mosteiro, P., Scheepers, F. & Kaymak, U., 2022, 2022 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2669-2674 6 p. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Health 100%
  • Fuzzy clustering 52%

• Extending Probabilistic U-Net Using MC-Dropout to Quantify Data and Model Uncertainty

  Bhat, I. & Kuijf, H. J., 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 555-559 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12963 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Drop out 100%
  • Uncertainty 63%
  • Model Uncertainty 49%
  • Estimate 34%
  • Model 12%

• Future Unruptured Intracranial Aneurysm Growth Prediction Using Mesh Convolutional Neural Networks

  Timmins, K. M., Kamphuis, M. J., Vos, I. N., Velthuis, B. K., Schaaf, I. C. V. D. & Kuijf, H. J., 17 Dec 2022, Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging: 1st International Workshop, EPIMI 2022, 12th International Workshop, ML-CDS 2022, 2nd International Workshop, TDA4BiomedicalImaging, Held in Conjunction with MICCAI 2022, Singapore, September 18–22, 2022, Proceedings. Baxter, J. S. H., Rekik, I., Eagleson, R., Zhou, L., Syeda-Mahmood, T., Wang, H. & Hajij, M. (eds.). 1 ed. Cham: Springer, p. 103-112 10 p. (Lecture Notes in Computer Science; vol. 13755).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Aneurysm 100%
  • Neural Networks 58%
  • Convolutional neural networks 56%
  • Prediction 50%
  • Mesh 49%

• FuzzyTM: a Software Package for Fuzzy Topic Modeling

  Rijcken, E., Mosteiro, P., Zervanou, K., Spruit, M., Scheepers, F. & Kaymak, U., 2022, 2022 IEEE International Conference on Fuzzy Systems, FUZZ 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-8

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Software Package 100%
  • Python 85%
  • Software packages 85%
  • Corpus 78%
  • Libraries 63%

• Generalized Probabilistic U-Net for Medical Image Segementation

  Bhat, I., Pluim, J. P. W. & Kuijf, H. J., 2022, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging - 4th International Workshop, UNSURE 2022, Held in Conjunction with MICCAI 2022, Proceedings. Sudre, C. H., Sudre, C. H., Baumgartner, C. F., Dalca, A., Dalca, A., Wells III, W. M., Qin, C., Tanno, R., Van Leemput, K., Van Leemput, K. & Wells III, W. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 113-124 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13563 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Segmentation 100%
  • Uncertainty 51%
  • Gaussian distribution 46%
  • Distance Metric 36%
  • Overlap 28%

• Improving automated intracranial artery labeling using atlas-based features in graph convolutional nets

  Vos, I., Ruigrok, Y., Timmins, K., Velthuis, B. & Kuijf, H., 4 Apr 2022, Conference proceedings of SPIE 12032, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). Vol. 12032. 1203217 . (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Intracranial 100%
  • Angiography 81%
  • arteries 70%
  • Atlases 67%
  • Circle of Willis 65%

• "It's All in the Game" A board game to facilitate disease-related conversations between children with a chronic disease and their peers

  Vermeulen, L., Birk, M. V., Bateman, S., Schipper, H. S., Nijhof, S. L. & Lu, Y., 2 Nov 2022, CHI PLAY 2022 - Extended Abstracts of the 2022 Annual Symposium on Computer-Human Interaction in Play. Association for Computing Machinery, Inc, p. 140-145 6 p. (CHI PLAY 2022 - Extended Abstracts of the 2022 Annual Symposium on Computer-Human Interaction in Play).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Communication 100%
  • Digestive system 88%
  4 Downloads (Pure)

• Mapping Acoustics to Articulatory Gestures in Dutch: Relating Speech Gestures, Acoustics and Neural Data

  Favero, P., Berezutskaya, J., Ramsey, N. F., Nazarov, A. & Freudenburg, Z. V., 1 Jul 2022, 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE, Vol. 2022. p. 802-806 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Speech Acoustics 100%
  • Gestures 80%
  • Brain-Computer Interfaces 67%
  • Acoustics 62%
  • Sensorimotor Cortex 30%
  9 Downloads (Pure)

• Motion correction in retinal optical coherence tomography imaging using deep learning registration

  Ntatsis, K., Sánchez Brea, L., Andrade De Jesus, D., Barbosa-Breda, J., van Walsum, T., Bennink, E. & Klein, S., 22 Apr 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE, 1203219. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Deep Learning 100%
  • Optical tomography 99%
  • Retinal 83%
  • learning 78%
  • Optical Coherence Tomography 72%

• Multi-modal Volumetric Concept Activation to Explain Detection and Classification of Metastatic Prostate Cancer on PSMA-PET/CT

  Kraaijveld, R. C. J., Philippens, M. E. P., Eppinga, W. S. C., Jürgenliemk-Schulz, I. M., Gilhuijs, K. G. A., Kroon, P. S. & van der Velden, B. H. M., 2022, Interpretability of Machine Intelligence in Medical Image Computing - 5th International Workshop, iMIMIC 2022, Held in Conjunction with MICCAI 2022, Proceedings. Reyes, M., Henriques Abreu, P. & Cardoso, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 82-92 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13611 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Positron Emission Tomography 100%
  • Computed Tomography 93%
  • Prostate Cancer 91%
  • Positron emission tomography 90%
  • Activation 76%

• Progressive GANomaly: anomaly detection with progressively growing GANs

  Madzia-Madzou, D. & Kuijf, H., Apr 2022, Proc. SPIE 12032, Medical Imaging 2022: Image Processing: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). 120321Y. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Magnetic resonance imaging 100%
  • Anomaly detection 98%
  • Brain 78%
  • anomalies 76%
  • brain 60%

• Relationship between diameter asymmetry of the anterior cerebral arteries of the Circle of Willis and asymmetry in diameters and blood flow of the upstream vasculature: preliminary results

  van Tuijl, R. J., Vos, I. N., Ruigrok, Y. M., van der Schaaf, I. C., Velthuis, B. K. & Zwanenburg, J. J. M., 2022, Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. S. & Krol, A. (eds.). SPIE, 1203604. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12036).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Circle of Willis 100%
  • Anterior Cerebral Artery 94%
  • arteries 80%
  • blood flow 77%
  • Internal Carotid Artery 76%
• 2021

  A Comparative Study of Fuzzy Topic Models and LDA in terms of Interpretability

  Rijcken, E., Scheepers, F., Mosteiro, P., Zervanou, K., Spruit, M. & Kaymak, U., 2021, 2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Topic Model 100%
  • Dirichlet 86%
  • Interpretability 84%
  • Comparative Study 71%
  • Latent Semantic Analysis 57%

• Active Selection of Classification Features

  Kok, T. T., Brouwer, R. M., Mandl, R. M., Schnack, H. G. & Krempl, G., 2021, Advances in Intelligent Data Analysis XIX - 19th International Symposium on Intelligent Data Analysis, IDA 2021, Proceedings. Abreu, P. H., Rodrigues, P. P., Fernández, A. & Gama, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 184-195 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12695).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Magnetic Resonance Imaging 100%
  • Neuroimaging 48%
  • Disorder 38%
  • Training 35%
  • Active Learning 26%

• Anterior lengthening in scoliosis occurs only in the disc and is similar in different types of scoliosis

  De Reuver, S., Brink, R. C., Homans, J. F., Vavruch, L., Tropp, H., Kruyt, M. C., Van Stralen, M. & Castelein, R. M., 28 Jun 2021, Research into Spinal Deformities 9. Liu, X-C. & Thometz, J. G. (eds.). IOS Press, Vol. 280. p. 58-62 5 p. (Studies in Health Technology and Informatics; vol. 280).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Scoliosis 100%
  • Computerized tomography 75%
  • Bone 59%
  • Intervertebral Disc 29%
  • Lordosis 20%

• Augmented-reality visualization for improved patient positioning workflow during MR-HIFU therapy

  Manni, F., Ferrer, C. J., Vincent, C. E. C., Lai, M., Bartels, L. W., Bos, C., Van Der Sommen, F. & De With, P. H. N., 2021, Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling. Linte, C. A. & Siewerdsen, J. H. (eds.). SPIE, 115982C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11598).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Augmented Reality 100%
  • Extracorporeal Shockwave Therapy 95%
  • Patient Positioning 87%
  • Workflow 74%
  • Augmented reality 69%

• Automated Diagnosis of Reduced-Lead Electrocardiograms Using a Shared Classifier

  Jessen, H. T., Van De Leur, R. R., Doevendans, P. A. & Van Es, R., 2021, 2021 Computing in Cardiology, CinC 2021. IEEE Computer Society Press, (Computing in Cardiology; vol. 2021-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Electrocardiography 100%
  • Lead 93%
  • Classifiers 71%
  • Datasets 30%
  • Cardiology 18%

• Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning

  de Vos, V., Timmins, K., van der Schaaf, I., Ruigrok, Y., Velthuis, BK. & Kuijf, H., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). 115962F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Deep Learning 100%
  • learning 78%
  • vessels 65%
  • Deep learning 64%
  • education 57%

• Automatic segmentation of the olfactory bulbs in MRI

  Noothout, J. M. H., Postma, E. M., Boesveldt, S., De Vos, B. D., Smeets, P. A. M. & Išgum, I., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 115961J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • bulbs 100%
  • Olfactory Bulb 86%
  • Magnetic resonance imaging 79%
  • Convolutional neural networks 68%
  • Neurodegenerative diseases 56%

• Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis

  Zreik, M., Hampe, N., Leiner, T., Khalili, N., Wolterink, J. M., Voskuil, M., Viergever, M. A. & Išgum, I., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 115961F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • myocardium 100%
  • Angiography 99%
  • angiography 98%
  • arteries 86%
  • Computed Tomography Angiography 80%

• Evaluation of an implementation protocol for digitization and devices in operating rooms

  Misser, N. S., Jaspers, J., van Zaane, B., Gooszen, H. & Versendaal, J., 2021, 27th Annual Americas Conference on Information Systems, AMCIS 2021. University of Maribor Press/Association for Information Systems Electronic Library, AISeL, (27th Annual Americas Conference on Information Systems, AMCIS 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Operating rooms 100%
  • Analog to digital conversion 84%
  • Information systems 20%

• MixLacune: Segmentation of lacunes of presumed vascular origin

  Kutnar, D., van der Velden, B., Girones Sanguesa, M., Geerlings, M. I., Biesbroek, M. & Kuijf, H., 2021, "Where is VALDO?" challenge, MICCAI 2021. 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

  Open Access

  File

  • Magnetic resonance imaging 100%
  • Masks 89%
  • Containers 88%
  • Brain 78%
  • Fluids 60%
  10 Downloads (Pure)

• MixMicrobleed: Multi-stage detection and segmentation of cerebral microbleeds

  Girones Sanguesa, M., Kutnar, D., van der Velden, B. & Kuijf, H., 2021, "Where is VALDO?" challenge, MICCAI 2021. 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

  Open Access

  File

  • Magnetic resonance imaging 100%
  • Masks 89%
  7 Downloads (Pure)

• MixMicrobleedNet: segmentation of cerebral microbleeds using nnU-Net

  Kuijf, H., 2021, "Where is VALDO?'' challenge, MICCAI 2021. 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

  Open Access

  File

  • Imaging techniques 100%
  • Inspection 98%
  • Magnetic resonance 68%
  • Containers 60%
  13 Downloads (Pure)

• Quantitative Interpretation of Myocardial Fiber Structure in the Left and Right Ventricle of an Equine Heart Using Diffusion Tensor Cardiovascular Magnetic Resonance Imaging

  Straatman, H. C. H., van der Schoor, I., Froeling, M., Van Steenkiste, G., Holtackers, R. J. & Delhaas, T., 2021, Functional Imaging and Modeling of the Heart: 11th International Conference, FIMH 2021, Stanford, CA, USA, June 21-25, 2021, Proceedings. Ennis, D. B., Perotti, L. E. & Wang, V. Y. (eds.). 1 ed. Cham: Springer, p. 178-188 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12738).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Left Ventricle 100%
  • Magnetic Resonance Imaging 94%
  • Heart 69%
  • Tensors 63%
  • Fiber 54%

• Ruby's Mission: Towards an Applied Gaming Intervention for reducing Loneliness of Children with Chronic Illness

  Alexandridis, D., Bakkes, S. C. J., Nijhof, S. L., Van De Putte, E. & Veltkamp, R. C., 3 Aug 2021, Proceedings of the 16th International Conference on the Foundations of Digital Games, FDG 2021. Fowler, A., Pirker, J., Canossa, A. A., Arya, A. A. & Harteveld, C. (eds.). Association for Computing Machinery, Inc, p. 1-13 3472553. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Ruby 100%
  • Sleep 35%

• The (un)expected benefits of coaxial antennas for MRI

  Steensma, B., Zijlema, S., Raaijmakers, A., Van Leeuwen, C. & Van Den Berg, N., 9 Aug 2021, 2021 International Conference on Electromagnetics in Advanced Applications, ICEAA 2021. Institute of Electrical and Electronics Engineers Inc., p. 344-348 5 p. (2021 International Conference on Electromagnetics in Advanced Applications, ICEAA 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Magnetic resonance imaging 100%
  • antenna 91%
  • antennas 82%
  • coils 78%
  • antenna design 70%

• Ultra-high field MRI RF transmit coil arrays

  Van Leeuwen, C., Steensma, B. R. & Raaijmakers, A. J. E., 12 Jan 2021, 2020 50th European Microwave Conference, EuMC 2020. Institute of Electrical and Electronics Engineers Inc., p. 1055-1058 4 p. 9338167

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Magnetic resonance imaging 100%
  • Coil 91%
  • coils 78%
  • Imaging techniques 72%
  • Dipole 47%

• Using uncertainty estimation to reduce false positives in liver lesion detection

  Bhat, I., Kuijf, H. J., Cheplygina, V. & Pluim, J. P. W., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 663-667 5 p. 9434119. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Deep Learning 100%
  • Liver 86%
  • Uncertainty 66%
  • Datasets 57%
  • Neural networks 43%

• Variational Autoencoders with a Structural Similarity Loss in Time of Flight MRAs

  Timmins, K., van der Schaaf, I., Velthuis, BK., Ruigrok, Y. & Kuijf, H., 15 Feb 2021, Proceedings SPIE 11596, Medical Imaging 2021: Image Processing, 115963A: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11596. 115963A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Magnetic Resonance 100%
  • Magnetic Resonance Spectroscopy 80%
  • Datasets 76%
  • Aneurysm 51%
  • Magnetic resonance 49%

• Variations in the sagittal plane precede the development of scoliosis: A proof of concept

  De Reuver, S., Homans, J. F., Schlosser, T. P. C., Pasha, S., Kruyt, M. C. & Castelein, R. M., 2021, Research into Spinal Deformities 9. Liu, X-C. & Thometz, J. G. (eds.). IOS Press, p. 18-22 5 p. (Studies in Health Technology and Informatics; vol. 280).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Scoliosis 100%
  • Imaging techniques 23%
  • Spine 20%
  • DiGeorge Syndrome 18%
  • Thorax 9%