NeuroPlatform

Electrical Engineering

AddressShow on map
Groene Loper 19, Flux 5.084
5612 AP Eindhoven
Netherlands
Postal addressShow on map
P.O. Box 513, Flux 5.084
5600 MB Eindhoven
Netherlands

7 results

Filter

2025
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
File
43 Downloads (Pure)
SemiVT-Surge: Semi-Supervised Video Transformer for Surgical Phase Recognition
Li, Y., de Jong, R., Nasirihaghighi, S., Jaspers, T., van Jaarsveld, R., Kuiper, G., van Hillegersberg, R., van der Sommen, F., Ruurda, J., Breeuwer, M. & Al Khalil, Y., 2 Jun 2025, arXiv.org, 12 p.
Research output: Working paper › Preprint › Academic

Open Access
File
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
File
24 Downloads (Pure)
Benchmarking and Enhancing Surgical Phase Recognition Models for Robotic-Assisted Esophagectomy
Li, Y., van Jaarsveld, R., de Jong, R., Bongers, J., Kuiper, G., van Hillegersberg, R., Ruurda, J., Breeuwer, M. & Al Khalil, Y., 5 Dec 2024, arXiv.org, 10 p.
Research output: Working paper › Preprint › Professional

Open Access
File
34 Downloads (Pure)
Benchmarking Pretrained Attention-based Models for Real-Time Recognition in Robot-Assisted Esophagectomy
de Jong, R. L. P. D., al Khalil, Y., Jaspers, T. J. M., van Jaarsveld, R. C., Kuiper, G. M., Li, Y., van Hillegersberg, R., Ruurda, J. P., Breeuwer, M. & van der Sommen, F., 4 Dec 2024, arXiv.org, 10 p.
Research output: Working paper › Preprint › Professional

Open Access
File
6 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
File
39 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
File
36 Downloads (Pure)

NeuroPlatform

Research output

Search results

Scaling up self-supervised learning for improved surgical foundation models

SemiVT-Surge: Semi-Supervised Video Transformer for Surgical Phase Recognition

A generative foundation model for five-class sleep staging with arbitrary sensor input

Benchmarking and Enhancing Surgical Phase Recognition Models for Robotic-Assisted Esophagectomy

Benchmarking Pretrained Attention-based Models for Real-Time Recognition in Robot-Assisted Esophagectomy

A Deep Learning Approach Utilizing Covariance Matrix Analysis for the ISBI Edited MRS Reconstruction Challenge

Advancing GABA-edited MRS Research through a Reconstruction Challenge