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  1. 2023

  2. CT radiomics compared to a clinical model for predicting checkpoint inhibitor treatment outcomes in patients with advanced melanoma

    ter Maat, L. S., van Duin, I. A. J., Elias, S. G., Leiner, T., Verhoeff, J. J. C., Arntz, E. R. A. N., Troenokarso, M. F., Blokx, W. A. M., Isgum, I., de Wit, G. A., van den Berkmortel, F. W. P. J., Boers-Sonderen, M. J., Boomsma, M. F., van den Eertwegh, F. J. M., de Groot, J. W. B., Piersma, D., Vreugdenhil, A., Westgeest, H. M., Kapiteijn, E., van Diest, P. J., & 4 othersPluim, J. P. W., de Jong, P. A., Suijkerbuijk, K. P. M. & Veta, M., 1 May 2023, In: European Journal of Cancer. 185, p. 167-177 11 p.

    Research output: Contribution to journal › Article › Academic › peer-review

  3. Aortic calcification: A postmortem CT validation study in a middle-aged population

    Vos, A., Houben, I. B., Celeng, C., Takx, R. A. P., Isgum, I., Mali, W. P. T. M., Vink, A. & de Jong, P. A., 1 Feb 2023, In: European journal of radiology. 159, 110687.

    Research output: Contribution to journal › Article › Academic › peer-review

  4. Brain segmentation in patients with perinatal arterial ischemic stroke

    Zoetmulder, R., Baak, L., Khalili, N., Marquering, H. A., Wagenaar, N., Benders, M., van der Aa, N. E. & Išgum, I., 1 Jan 2023, In: NeuroImage: Clinical. 38, 103381.

    Research output: Contribution to journal › Article › Academic › peer-review

  5. The potential for clinical application of automatic quantification of olfactory bulb volume in MRI scans using convolutional neural networks

    Postma, E. M., Noothout, J. M. H., Boek, W. M., Joshi, A., Herrmann, T., Hummel, T., Smeets, P. A. M., Išgum, I. & Boesveldt, S., 1 Jan 2023, In: NeuroImage: Clinical. 38, 103411.

    Research output: Contribution to journal › Article › Academic › peer-review

  6. 2022

  7. Learning coronary artery calcium scoring in coronary CTA from non-contrast CT using unsupervised domain adaptation

    Zhai, Z., van Velzen, S. G. M., Lessmann, N., Planken, N., Leiner, T. & Išgum, I., 12 Sept 2022, In: Frontiers in cardiovascular medicine. 9, 981901.

    Research output: Contribution to journal › Article › Academic › peer-review

  8. Automated cardiovascular risk categorization through AI-driven coronary calcium quantification in cardiac PET acquired attenuation correction CT

    van Velzen, S. G. M., Dobrolinska, M. M., Knaapen, P., van Herten, R. L. M., Jukema, R., Danad, I., Slart, R. H. J. A., Greuter, M. J. W. & Išgum, I., 18 Jun 2022, In: Journal of nuclear cardiology.

    Research output: Contribution to journal › Article › Academic › peer-review

  9. Deep-Learning-Based Thrombus Localization and Segmentation in Patients with Posterior Circulation Stroke

    Zoetmulder, R., Bruggeman, A. A. E., Išgum, I., Gavves, E., Majoie, C. B. L. M., Beenen, L. F. M., Dippel, D. W. J., Boodt, N., den Hartog, S. J., van Doormaal, P. J., Cornelissen, S. A. P., Roos, Y. B. W. E. M., Brouwer, J., Schonewille, W. J., Pirson, A. F. V., van Zwam, W. H., Leij, C. V. D., Brans, R. J. B., M. van Es, A. C. G. & Marquering, H. A., 1 Jun 2022, In: Diagnostics. 12, 6, 1400.

    Research output: Contribution to journal › Article › Academic › peer-review

  10. Knowledge distillation with ensembles of convolutional neural networks for medical image segmentation

    Noothout, J. M. H., van Eede, M. C., Lessmann, N., van Harten, L. D., Sogancioglu, E., Heslinga, F. G., Veta, M., van Ginneken, B. & Isgum, I., 28 May 2022, In: Journal of medical imaging (Bellingham, Wash.). 9, 5, 052407.

    Research output: Contribution to journal › Article › Academic › peer-review

  11. Autoencoding low-resolution MRI for semantically smooth interpolation of anisotropic MRI

    Sander, J., de Vos, B. D. & Išgum, I., 1 May 2022, In: Medical image analysis. 78, 102393.

    Research output: Contribution to journal › Article › Academic › peer-review

  12. Radiography and Computed Tomography Detection of Intimal and Medial Calcifications in Leg Arteries in Comparison to Histology

    Vos, A., Vink, A., Kockelkoren, R., Takx, R. A. P., Celeng, C., Mali, W. P. T. M., Isgum, I., Bleys, R. L. A. W. & de Jong, P. A., 1 May 2022, In: Journal of Personalized Medicine. 12, 5, 711.

    Research output: Contribution to journal › Article › Academic › peer-review

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