Eindhoven MedTech Innovation Center

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14 results

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2025
Deep Generative Models for Bayesian Inference on High-Rate Sensor Data: Applications in Automotive Radar and Medical Imaging
Stevens, T. S. W., Overdevest, J., Nolan, O., van Nierop, W. L., van Sloun, R. J. G. & Eldar, Y. C., 16 Apr 2025, arXiv.org, 18 p.
Research output: Working paper › Preprint › Professional › peer-review

Open Access
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1 Downloads (Pure)
Physics-Informed Sylvester Normalizing Flows for Bayesian Inference in Magnetic Resonance Spectroscopy
Merkofer, J. P., van de Sande, D. M. J., Bhogal, A. A. & van Sloun, R. J. G., 6 May 2025, arXiv.org, 6 p.
Research output: Working paper › Preprint › Professional

Open Access
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Scaling up self-supervised learning for improved surgical foundation models
Jaspers, T. J. M., de Jong, R. L. P. D., Li, Y., Kusters, C. H. J., Bakker, F. H. A., van Jaarsveld, R. C., Kuiper, G. M., van Hillegersberg, R., Ruurda, J. P., Brinkman, W. M., Pluim, J. P. W., de With, P. H. N., Breeuwer, M., Khalil, Y. A. & van der Sommen, F., 16 Jan 2025, arXiv.org, 19 p.
Research output: Working paper › Preprint › Academic

Open Access
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45 Downloads (Pure)
2024
A generative foundation model for five-class sleep staging with arbitrary sensor input
Gorp, H. V., van Gilst, M. M., Fonseca, P., van Meulen, F. B., van Dijk, J. P., Overeem, S. & van Sloun, R. J. G., 9 Aug 2024, arXiv.org, 31 p.
Research output: Working paper › Preprint › Academic

Open Access
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25 Downloads (Pure)
Anomalous Change Point Detection Using Probabilistic Predictive Coding
Hup, R. G., Merkofer, J. P., Bhogal, A. A., van Sloun, R. J. G., Haakma, R. & Vullings, R., 24 May 2024, arXiv.org, 30 p.
Research output: Working paper › Preprint › Professional › peer-review

Open Access
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11 Downloads (Pure)
Defining tumor growth in vestibular schwannomas: a volumetric inter-observer variability study in contrast-enhanced T1-weighted MRI
Cornelissen, S., Schouten, S. M., Langenhuizen, P. P. J. H., Lie, S. T., Kunst, H. P. M., de With, P. H. N. & Verheul, H. B., 16 Mar 2024, medRxiv.org, 18 p.
Research output: Working paper › Preprint › Academic

Open Access
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24 Downloads (Pure)
EvolvED: Evolutionary Embeddings to Understand the Generation Process of Diffusion Models
Prasad, V., van Gorp, H., Humer, C., van Sloun, R. J. G., Vilanova, A. & Pezzotti, N., 11 Dec 2024, arXiv.org, 15 p.
Research output: Working paper › Preprint › Academic › peer-review

Open Access
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93 Downloads (Pure)
Exploring the Effect of Dataset Diversity in Self-Supervised Learning for Surgical Computer Vision
Jaspers, T. J. M., de Jong, R. L. P. D., Al Khalil, Y., Zeelenberg, T., Kusters, C. H. J., Li, Y., van Jaarsveld, R. C., Bakker, F. H. A., Ruurda, J. P., Brinkman, W. M., With, P. H. N. D. & van der Sommen, F., 26 Jul 2024, arXiv.org, 13 p.
Research output: Working paper › Preprint › Professional

Open Access
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11 Downloads (Pure)
Mapping science communication in the Netherlands: perception and practices amongst physicists
Heij, S., Stoepker, I. V., van den Heuvel, E. R., van der Heijden, M., van Vulpen, I. & Cramer, J., 13 Aug 2024, OSF, 29 p.
Research output: Working paper › Preprint › Academic

Open Access
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54 Downloads (Pure)
Wand: Wavelet Analysis-based Neural Decomposition of MRS Signals for Artifact Removal
Merkofer, J. P., van de Sande, D. M. J., Amirrajab, S., Nam, K. M., van Sloun, R. J. G. & Bhogal, A. A., 14 Oct 2024, arXiv.org, 23 p.
Research output: Working paper › Preprint › Professional

Open Access
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17 Downloads (Pure)
2023
A Deep Learning Approach Utilizing Covariance Matrix Analysis for the ISBI Edited MRS Reconstruction Challenge
Merkofer, J. P., van de Sande, D. M. J., Amirrajab, S., Drenthen, G. S., Veta, M., Jansen, J. F. A., Breeuwer, M. & van Sloun, R. J. G., 5 Jun 2023, arXiv.org, p. 1-3, 3 p.
Research output: Working paper › Preprint › Professional

Open Access
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40 Downloads (Pure)
Advancing GABA-edited MRS Research through a Reconstruction Challenge
Berto, R. P., Bugler, H., Dias, G., Oliveira, M., Ueda, L., Dertkigil, S., Costa, P. D. P., Rittner, L., Merkofer, J. P., van de Sande, D. M. J., Amirrajab, S., Drenthen, G. S., Veta, M., Jansen, J. F. A., Breeuwer, M., van Sloun, R. J. G., Qayyum, A., Rodero, C., Niederer, S. & Souza, R. & 1 others, Harris, A. D., 22 Sept 2023, bioRxiv, 39 p.
Research output: Working paper › Preprint › Academic

Open Access
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36 Downloads (Pure)
Segmentation-based Assessment of Tumor-Vessel Involvement for Surgical Resectability Prediction of Pancreatic Ductal Adenocarcinoma
Viviers, C., Ramaekers, M., Valiuddin, A., Hellström, T., Tasios, N., van der Ven, J., Jacobs, I., Ewals, L., Nederend, J., de With, P., Luyer, M. & van der Sommen, F., 1 Oct 2023, arXiv.org, 11 p.
Research output: Working paper › Preprint › Professional

Open Access
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35 Downloads (Pure)
SubspaceNet: Deep Learning-Aided Subspace Methods for DoA Estimation
Shmuel, D. H., Merkofer, J. P., Revach, G., van Sloun, R. J. G. & Shlezinger, N., 4 Jun 2023, arXiv.org, p. 1-13, 13 p.
Research output: Working paper › Preprint › Academic

Open Access
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48 Downloads (Pure)

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