University Medical Center (UMC) Utrecht

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  • 2025

    Algorithmic Fairness in Clinical Natural Language Processing: Challenges and Opportunities

    Anadria, D., Giachanou, A., Kernahan, J., Dobbe, R. & Oberski, D., 15 Feb 2025, Proceedings of the 3rd European Workshop on Algorithmic Fairness. CEUR-WS, 11 p. (CEUR Workshop Proceedings; vol. 3908).

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

    Open Access
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  • Run-time Monitoring for Robot-Assisted Surgery

    Gogoladze, K., Alechina, N., Hu, Z. J., Xu, H., van Jaarsveld, R. & Ruurda, J. P., 19 Jan 2025, Short Paper Proceedings of the 6th International Workshop on Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis. CEUR-WS, p. 127-133 7 p. (CEUR Workshop Proceedings; vol. 3904).

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

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  • VADA: A Data-Driven Simulator for Nanopore Sequencing

    Niederle, J., Koop, S., Pagès-Gallego, M. & Menkovski, V., 2025, Discovery Science - 27th International Conference, DS 2024, Proceedings. Pedreschi, D., Monreale, A., Guidotti, R., Pellungrini, R. & Naretto, F. (eds.). Springer, p. 198-210 13 p. (Lecture Notes in Computer Science ; vol. 15243).

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

  • 2024

    Assessing the Robustness of Image Registration Models Under Domain Shifts with Learnable Input Images

    Kolenbrander, I. D., Prasad, V., Zikken, L., van Eijnatten, M. A. J. M., Maspero, M. & Pluim, J. P. W., 5 Oct 2024, Biomedical Image Registration - 11th International Workshop, WBIR 2024, Held in Conjunction with MICCAI 2024, Proceedings. Modat, M., Špiclin, Ž., Hering, A., Simpson, I., Bastiaansen, W. & Mok, T. C. W. (eds.). Springer, p. 101-111 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15249 LNCS).

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

  • Automated Surgical Urethral Length Estimation for Robot-Assisted Radical Prostatectomy

    De Nijs, J. V., Jaspers, T. J. M., Bakker, A. F. H. A., Brinkman, W. M., De With, P. H. N. & Van Der Sommen, F., 27 May 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society Press, 5 p. (Proceedings - International Symposium on Biomedical Imaging).

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

  • Building a Digital Health Twin for Personalized Intervention: The EPI Project

    Kassem, J. A., Amiri, S., Müller, T., Belloum, A., Grunwald, P., Grosso, P., Klous, S., Allaart, C., Kebede, M., Turner, R., van Binsbergen, L. T., van Halteren, A. & de Laat, C., 28 Oct 2024, Commit2Data. Haverkort, B. R., de Jongste, A., van Kuilenburg, P. & Vromans, R. D. (eds.). 18 p. 2. (OpenAccess Series in Informatics; vol. 124).

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

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  • 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

  • Exploring the Effect of Dataset Diversity in Self-Supervised Learning for Surgical Computer Vision

    Jaspers, T. J. M., de Jong, R., al Khalil, Y., Zeelenberg, T., Kusters, C. H. J., Li, Y., van Jaarsveld, R., Bakker, A., Ruurda, J., Brinkman, W., De With, P. H. N. & Van Der Sommen, F., 25 Oct 2024, Data Engineering in Medical Imaging: DEMI 2024. Springer, p. 43-53 11 p. (Lecture Notes in Computer Science; vol. 15265).

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

  • Grip op polarisatie in het wetenschappelijk onderwijs: een digitaal dialoogplatform als oefenplaats voor perspectiefuitwisseling onder studenten

    van Zantvliet, P., de Groot, T. & Coopmans, M., 11 Jul 2024, Grip op polarisatie in het wetenschappelijk onderwijs: een digitaal dialoogplatform als oefenplaats voor perspectiefuitwisseling onder studenten. Utrecht University

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

  • Image Generation with Interactive Evolutionary System using Bayesian Optimization

    Rueda-Arango, Y. D., Rojas-Velazquez, D., Gorelova, A. V., Garssen, J., Tonda, A. & Lopez-Rincon, A., 2024, 2024 16th International Conference on Human System Interaction, HSI 2024. IEEE Computer Society Press, 7 p. 10.1109/HSI61632.2024.10613596. (International Conference on Human System Interaction, HSI).

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

  • Machine-Learning Analysis of mRNA: An Application to Inflammatory Bowel Disease

    Rojas-Velazquez, D., Kidwai, S., De Vries, L., Tozser, P., Valencia-Rosado, L. O., Garssen, J., Tonda, A. & Lopez-Rincon, A., 2024, 2024 16th International Conference on Human System Interaction, HSI 2024. IEEE Computer Society Press, 7 p. (International Conference on Human System Interaction, HSI).

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

  • Magnetically Coupled, Passive Birdcage Resonator for Boosting Sensitivity of 1.5T MRI

    Kotlum, J. H., Gosselink, M., Hoogduin, H., Klomp, D. & Zhurbenko, V., 31 Oct 2024, 2024 54th European Microwave Conference, EuMC 2024. IEEE, p. 481-484 4 p.

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

  • Multi-material integration in light-based Volumetric Bioprinting: pathways to enhanced precision and complexity in scaffold fabrication

    Florczak, S., Ribezzi, D., Falandt, M., Bernal, P., Groessbacher, G., Vermonden, T., Malda, J. & Levato, R., 2024, Advanced Fabrication Technologies for Micro/Nano Optics and Photonics XVII. von Freymann, G., Blasco, E. & Chanda, D. (eds.). SPIE, 128980G. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12898).

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

  • Preprocessing Pathology Reports for Vision-Language Model Development

    Lucassen, R., van de Luijtgaarden, T., Moonemans, S., Blokx, W. & Veta, M., 6 Oct 2024, Proceedings of the MICCAI Workshop on Computational Pathology. p. 61-71 11 p.

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

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  • 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

  • Requirements for Human-Centered Artificial Intelligence: A Heart Failure Study Across Europe and Latin America

    Puig-Bosch, X., Boonstra, M. J., Cabrita, M., Perramon, J., Munive, S., Guala, A., Kincl, V., Haitjema, S., Dantas, C., Asselbergs, F. W. & Lekadir, K., 2024, Proceedings of the 20th International Symposium on Medical Information Processing and Analysis, SIPAIM 2024. Institute of Electrical and Electronics Engineers Inc.

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

  • The Effect of a Social Robot on Children's Pain and Anxiety During Blood Draw

    De Haas, M., Smit, K., Vanegas, D. F. P., Van Der Roest, E., Smakman, M. & Groenestege, W. T., 17 Jun 2024, Proceedings of ACM Interaction Design and Children Conference: Inclusive Happiness, IDC 2024. Association for Computing Machinery, Inc, p. 776-780 5 p. (Proceedings of ACM Interaction Design and Children Conference: Inclusive Happiness, IDC 2024).

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

  • The intangible outcomes of an intergenerational hackathon for active aging: A case study

    Wang, G., Kasraian, D., Lu, Y., Hurst, W., Jambroes, M. & Van Wesemael, P., 11 Aug 2024, PDC '24: Proceedings of the Participatory Design Conference 2024: Full Papers. D'Andrea, V., de Paula, R. A., Geppert, A. A., Brereton, M., Del Gaudio, C., Jensen, M. Y., Winschiers-Theophilus, H. & Zaman, T. (eds.). Association for Computing Machinery, Inc, p. 208-220 13 p. (ACM International Conference Proceeding Series; vol. 1).

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

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  • 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

  • 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

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  • 2023

    Abstract: the MIDOG Challenge 2021 Mitosis Domain Generalization in Histopathology Images

    Aubreville, M., Stathonikos, N., Bertram, C. A., Klopfleisch, R., ter Hoeve, N., Ciompi, F., Wilm, F., Marzahl, C., Donovan, T. A., Maier, A., Veta, M. & Breininger, K., 2023, Bildverarbeitung für die Medizin 2023 Proceedings, German Workshop on Medical Image Computing, Braunschweig. Deserno, T. M., Handels, H., Maier, A., Maier-Hein, K., Palm, C. & Tolxdorff, T. (eds.). p. 115 1 p. (Informatik aktuell).

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

  • 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

  • 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

  • Bayesian Optimization for the Inverse Problem in Electrocardiography

    Lopez-Rincon, A., Rojas-Velazquez, D., Garssen, J., Van Der Laan, S. W., Oberski, D. & Tonda, A., 2023, 2023 IEEE Symposium Series on Computational Intelligence (SSCI). Institute of Electrical and Electronics Engineers Inc., p. 1593-1598 6 p.

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

  • 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

  • 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

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  • 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

  • Evaluation of multiparametric MRI for deep learning-based segmentation of Wilms tumor

    Buser, M. A. D., Wijnen, M. H. W. A., Van Der Steeg, A. F. W. & Van Der Velden, B. H. M., 2023, Medical Imaging 2023: Image Perception, Observer Performance, and Technology Assessment. Mello-Thoms, C. R. & Chen, Y. (eds.). SPIE, 1246712. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12467).

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

  • Exploring Ventricular Repolarization Gradients in Control Subjects Using the Equivalent Dipole Layer

    Kloosterman, M., Boonstra, M. J., Van Der Schaaf, I., Loh, P. & Van Dam, P. M., 2023, Computing in Cardiology, CinC 2023. IEEE Computer Society Press, p. 1-4 4 p. (Computing in Cardiology; vol. 50).

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

  • Feature Selection Applied to Microbiome for Drug Discovery

    Rojas-Velazquez, D., Kidwai, S., Cerezin, L., de Vries, L., Besermenji, K., Perez-Pardo, P. & Lopez-Rincon, A., 15 May 2023, CMBBE 2023 - 18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE 2023). Paris, France

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

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  • 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

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  • Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology

    Wilm, F., Fragoso, M., Bertram, C. A., Stathonikos, N., Ottl, M., Qiu, J., Klopfleisch, R., Maier, A., Aubreville, M. & Breininger, K., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society Press, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

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

  • Multi-objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction

    Rojas-Velazquez, D., Tonda, A., Rodriguez-Guerra, I., Kraneveld, A. D. & Lopez-Rincon, A., 9 Apr 2023, Applications of Evolutionary Computation - 26th European Conference, EvoApplications 2023, Held as Part of EvoStar 2023, Proceedings. Correia, J., Smith, S. & Qaddoura, R. (eds.). Cham: Springer Nature Switzerland AG, p. 703-717 15 p. doi.org/10.1007/978-3-031-30229-9_45. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13989 LNCS).

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

  • Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset

    Wilm, F., Fragoso, M., Bertram, C. A., Stathonikos, N., Öttl, M., Qiu, J., Klopfleisch, R., Maier, A., Breininger, K. & Aubreville, M., 2023, Bildverarbeitung für die Medizin 2023 Proceedings, German Workshop on Medical Image Computing, Braunschweig. Deserno, T. M., Handels, H., Maier, A., Maier-Hein, K., Palm, C. & Tolxdorff, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 206-211 6 p. (Informatik aktuell).

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

  • On Text-based Personality Computing: Challenges and Future Directions

    Fang, Q., Giachanou, A., Bagheri, A., Boeschoten, L., van Kesteren, E. J., Kamalabad, M. S. & Oberski, D. L., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Rogers, A., Boyd-Graber, J. & Okazaki, N. (eds.). Association for Computational Linguistics (ACL), p. 10861-10879 19 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

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  • Predicting Depression Risk in Patients with Cancer Using Multimodal Data

    De Hond, A., Van Buchem, M., Fanconi, C., Roy, M., Blayney, D., Kant, I., Steyerberg, E. & Hernandez-Boussard, T., 18 May 2023, Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023. Hagglund, M., Blusi, M., Bonacina, S., Nilsson, L., Madsen, I. C., Pelayo, S., Moen, A., Benis, A., Lindskold, L. & Gallos, P. (eds.). IOS Press, Vol. 302. p. 817-818 2 p. (Studies in Health Technology and Informatics; vol. 302).

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

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  • Radiomic analysis of Epicardial Adipose Tissue in cardiac MRI for hospitalization risk assessment

    Lo Iacono, F., Minotti, M., Guglielmo, M., Penso, M., Carerj, M. L., Pontone, G. & Corino, V. D. A., 2023, 8th National Congress of Bioengineering, GNB 2023 - Proceedings. Patron Editore S.r.l., (Convegno Nazionale di Bioingegneria).

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

  • TOWARDS AN ADAPTIVE IMPLEMENTATION TOOL FOR DEVICES IN COMPLEX HOSPITAL DEPARTMENTS

    Sewberath Misser, N., Jaspers, J. & Versendaal, J., 2023, 36th Bled eConference: Digital Economy and Society: The Balancing Act for Digital Innovation in Times of Instability, BLED 2023 - Proceedings. Pucihar, A., Borstnar, M. K., Bons, R., Bons, R., Ongena, G., Heikkila, M. & Vidmar, D. (eds.). University of Maribor Press/Association for Information Systems Electronic Library, AISeL, p. 799-812 14 p.

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

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  • 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

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  • 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

  • Using Machine Learning for Drug Discovery in IBD

    Kidwai, S., Rojas-Velazquez, D., Kožinec, D., Vaišvilas, L., Perez-Pardo, P. & Lopez-Rincon, A., 1 May 2023, CMBBE 2023 - 18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE 2023). Paris, France: HAL open science, p. 1-2 2 p.

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

  • 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 others, Dorent, 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

  • 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

  • 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

  • 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

  • Comparison with Self vs Comparison with Others: The Influence of Learning Analytics Dashboard Design on Learner Dashboard Use

    Gallagher, T., Slof, B., van der Schaaf, M., Toyoda, R., Tehreem, Y., Fracaro, S. G. & Kester, L., Nov 2022, Games and Learning Alliance - 11th International Conference, GALA 2022, Proceedings. Kiili, K., Antti, K., de Rosa, F., Dindar, M., Kickmeier-Rust, M. & Bellotti, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 11-21 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13647 LNCS).

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

  • 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

  • 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