Prof. dr. ir. C.I. (Clarisa) Sánchez Gutiérrez
Faculty of Science
Informatics Institute
Visiting address
- Science Park 900
- Room number: L4.29
Postal address
-
Postbus 94323
1090 GH Amsterdam
Contact details
-
Publications
2025
- Noteboom, S. H., Kho, E., Galanty, M., Sánchez, C. I., ten Bookum, F. C. P., Veelo, D. P., Vlaar, A. P. J., & van der Ster, B. J. P. (2025). From intensive care monitors to cloud environments: a structured data pipeline for advanced clinical decision support. eBioMedicine, 111, 105529. https://doi.org/10.1016/j.ebiom.2024.105529
2024
- De Vente, C., Valmaggia, P., Hoyng, C. B., Holz, F. G., Islam, M. M., Klaver, C. C. W., Boon, C. J. F., Schmitz-Valckenberg, S., Tufail, A., Saßmannshausen, M., & Sánchez, C. I. (2024). Generalizable Deep Learning for the Detection of Incomplete and Complete Retinal Pigment Epithelium and Outer Retinal Atrophy: A MACUSTAR Report: Translational Vision Science & Technology. Translational vision science & technology, 13(9). https://doi.org/10.1167/tvst.13.9.11
Galanty, M., Luitse, D., Noteboom, S. H., Croon, P., Vlaar, A. P., Poell, T., Sánchez Gutiérrez, C. I., Blanke, T., & Išgum, I. (2024). Assessing the documentation of publicly available medical image and signal datasets and their impact on bias using the BEAMRAD tool. Scientific Reports, 14, Article 31846. https://doi.org/10.1038/s41598-024-83218-5 [details]- Magg, C., ter Wee, M. A., Buijs, G. S., Kievit, A. J., Krap, D. A., Dobbe, J. G. G., Streekstra, G. J., Blankevoort, L., & Sánchez, C. I. (2024). Towards automation in non-invasive measurement of knee implant displacement. In S. M. Astley, & W. Chen (Eds.), Medical Imaging 2024: Computer-Aided Diagnosis Article 129270R (Proceedings of the SPIE; Vol. 12927). SPIE. https://doi.org/10.1117/12.3008090
- Maier-Hein, L., Reinke, A., Godau, P., Tizabi, M. D., Buettner, F., Christodoulou, E., Glocker, B., Isensee, F., Kleesiek, J., Kozubek, M., Reyes, M., Riegler, M. A., Wiesenfarth, M., Kavur, A. E., Sudre, C. H., Baumgartner, M., Eisenmann, M., Heckmann-Nötzel, D., Rädsch, T., ... Jäger, P. F. (2024). Metrics reloaded: recommendations for image analysis validation. Nature Methods, 21(2), 195–212. https://doi.org/10.1038/s41592-023-02151-z
- Reinke, A., Tizabi, M. D., Baumgartner, M., Eisenmann, M., Heckmann-Nötzel, D., Kavur, A. E., Rädsch, T., Sudre, C. H., Acion, L., Antonelli, M., Arbel, T., Bakas, S., Benis, A., Buettner, F., Cardoso, M. J., Cheplygina, V., Chen, J., Christodoulou, E., Cimini, B. A., ... Maier-Hein, L. (2024). Understanding metric-related pitfalls in image analysis validation. Nature Methods, 21(2), 182–194. https://doi.org/10.1038/s41592-023-02150-0
- Sogancioglu, E., Ginneken, B. V., Behrendt, F., Bengs, M., Schlaefer, A., Radu, M., Xu, D., Sheng, K., Scalzo, F., Marcus, E., Papa, S., Teuwen, J., Scholten, E. T., Schalekamp, S., Hendrix, N., Jacobs, C., Hendrix, W., Sánchez, C. I., & Murphy, K. (2024). Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge. IEEE Transactions on Medical Imaging, 43(8), 2839–2853. https://doi.org/10.1109/tmi.2024.3382042
- Yiasemis, G., Sánchez, C. I., Sonke, J.-J., & Teuwen, J. (2024). On retrospective k-space subsampling schemes for deep MRI reconstruction. Magnetic resonance imaging, 107, 33–46. https://doi.org/10.1016/j.mri.2023.12.012
- de Vente, C., van Ginneken, B., Hoyng, C. B., Klaver, C. C. W., & Sánchez, C. I. (2024). Uncertainty-aware multiple-instance learning for reliable classification: Application to optical coherence tomography. Medical Image Analysis, 97, 103259. https://doi.org/10.1016/j.media.2024.103259
- Álvarez-Rodríguez, L., Prego, I. G., de Moura, J., Pueyo, A., Vilades, E., Garcia-Martin, E., Sánchez, C. I., Novo, J., & Ortega, M. (2024). 3D Point Cloud Analysis via Transformer-Based Graph Learning for Multiple Sclerosis Screening in OCT Images. Procedia Computer Science, 246, 1080–1089. https://doi.org/10.1016/j.procs.2024.09.527
2022
- González-Gonzalo, C., Thee, E. F., Klaver, C. C. W., Lee, A. Y., Schlingemann, R. O., Tufail, A., Verbraak, F., & Sánchez, C. I. (2022). Trustworthy AI: Closing the gap between development and integration of AI systems in ophthalmic practice. Progress in Retinal and Eye Research, 90, Article 101034. Advance online publication. https://doi.org/10.1016/j.preteyeres.2021.101034 [details]
2021
- Bortsova, G., González-Gonzalo, C., Wetstein, S. C., Dubost, F., Katramados, I., Hogeweg, L., Liefers, B., van Ginneken, B., Pluim, J. P. W., Veta, M., Sánchez, C. I., & de Bruijne, M. (2021). Adversarial attack vulnerability of medical image analysis systems: Unexplored factors. Medical Image Analysis, 73, Article 102141. Advance online publication. https://doi.org/10.1016/j.media.2021.102141 [details]
2020
- González-Gonzalo, C., Liefers, B., van Ginneken, B., & Sánchez, C. I. (2020). Iterative Augmentation of Visual Evidence for Weakly-Supervised Lesion Localization in Deep Interpretability Frameworks: Application to Color Fundus Images. IEEE Transactions on Medical Imaging, 39(11), 3499-3511. Advance online publication. https://doi.org/10.1109/TMI.2020.2994463 [details]
2025
2022
- de Vente, C. & Sánchez, C. I. (2022). Rotterdam EyePACS AIROGS Lite development set. Zenodo. https://doi.org/10.5281/zenodo.7056954
- de Vente, C. & Sánchez, C. I. (2022). Rotterdam EyePACS AIROGS Lite development and test set. Zenodo. https://doi.org/10.5281/zenodo.7178671
2021
- de Vente, C., Vermeer, K. A., Jaccard, N., van Ginneken, B., Lemij, H. G. & Sánchez, C. I. (2021). Rotterdam EyePACS AIROGS train set - Part 2/2. Zenodo. https://doi.org/10.5281/zenodo.5745834
- de Vente, C., Vermeer, K. A., Jaccard, N., van Ginneken, B., Lemij, H. G. & Sánchez, C. I. (2021). Rotterdam EyePACS AIROGS train set. Zenodo. https://doi.org/10.5281/zenodo.5793241
This list of publications is extracted from the UvA-Current Research Information System. Questions? Ask the library or the Pure staff of your faculty / institute. Log in to Pure to edit your publications. Log in to Personal Page Publication Selection tool to manage the visibility of your publications on this list. -
Ancillary activities
No ancillary activities
Galanty, M., Luitse, D., Noteboom, S. H., Croon, P., Vlaar, A. P., Poell, T., Sánchez Gutiérrez, C. I., Blanke, T., & Išgum, I. (2024). Assessing the documentation of publicly available medical image and signal datasets and their impact on bias using the BEAMRAD tool. Scientific Reports, 14, Article 31846.