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  • 2022

    Cardiac MR Image Segmentation and Quality Control in the Presence of Respiratory Motion Artifacts Using Simulated Data

    Amirrajab, S., Al Khalil, Y., Pluim, J., Breeuwer, M. & Scannell, C. M., 2022, Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers : 13th International Workshop, STACOM 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers. Camara, O., Puyol-Antón, E., Suinesiaputra, A., Young, A., Qin, C., Sermesant, M. & Wang, S. (uitgave). Cham: Springer, blz. 466-475 10 blz. (Lecture Notes in Computer Science (LNCS); vol. 13593).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

    1 Citaat (Scopus)
  • Late Fusion U-Net with GAN-Based Augmentation for Generalizable Cardiac MRI Segmentation

    Al Khalil, Y., Amirrajab, S., Pluim, J. & Breeuwer, M., 2022, Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge: 12th International Workshop, STACOM 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Revised Selected Papers. Puyol Antón, E., Pop, M., Martín-Isla, C., Sermesant, M., Suinesiaputra, A., Camara, O., Lekadir, K. & Young, A. (uitgave). Cham: Springer, blz. 360-373 14 blz. (Lecture Notes in Computer Science (LNCS); vol. 13131)(Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP); vol. 13131).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

    6 Citaten (Scopus)
    5 Downloads (Pure)
  • Pathology Synthesis of 3D Consistent Cardiac MR Images Using 2D VAEs and GANs

    Amirrajab, S., Lorenz, C., Weese, J., Pluim, J. & Breeuwer, M., sep. 2022, Simulation and Synthesis in Medical Imaging - 7th International Workshop, SASHIMI 2022, Held in Conjunction with MICCAI 2022, Proceedings: 7th International Workshop, SASHIMI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings. Zhao, C., Svoboda, D., Wolterink, J. M. & Escobar, M. (uitgave). Springer, blz. 34-42 9 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13570 LNCS).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademic

    Open Access
    Bestand
    3 Citaten (Scopus)
    44 Downloads (Pure)
  • 2020

    4D semantic cardiac magnetic resonance image synthesis on XCAT anatomical model

    Abbasi-Sureshjani, S., Amirrajab, S., Lorenz, C., Weese, J., Pluim, J. & Breeuwer, M., 17 feb. 2020, Proceedings of the Third Conference on Medical Imaging with Deep Learning. Arbel, T., Ben Ayed, I., de Bruijne, M., Descoteaux, M., Lombaert, H. & Pal, C. (uitgave). PMLR, blz. 6-18 13 blz. (Proceedings of Machine Learning Research; nr. 121).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademic

    Open Access
    Bestand
    14 Citaten (Scopus)
    81 Downloads (Pure)
  • Heterogeneous virtual population of simulated cmr images for improving the generalization of cardiac segmentation algorithms

    Al Khalil, Y., Amirrajab, S., Lorenz, C., Weese, J. & Breeuwer, M., 2020, Simulation and Synthesis in Medical Imaging - 5th International Workshop, SASHIMI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Burgos, N., Svoboda, D., Wolterink, J. M. & Zhao, C. (uitgave). Springer, blz. 68-79 12 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12417 LNCS).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

    5 Citaten (Scopus)