Representation Learning with Information Theory to Detect COVID-19 and its Severity

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2024
Semi-supervised medical image classification via distance correlation minimization and graph attention regularization
Diaz Berenguer, A., Kvasnytsia, M., Bossa Bossa, M. N., Mukherjee, T., Deligiannis, N. & Sahli, H., mei 2024, In: Medical Image Analysis. 94, blz. 1-16 16 blz., 103107.
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Open Access
8 Citaten (Scopus)
2022
Representation Learning with Information Theory for COVID-19 Detection
Diaz Berenguer, A., Mukherjee, T., Bossa Bossa, M. N., Deligiannis, N. & Sahli, H., 4 jul. 2022, In: ArXiv.org. 2022, blz. 1-10 10 blz.
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2020
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging
Berenguer, A. D., Sahli, H., Joukovsky, B., Kvasnytsia, M., Dirks, I., Alioscha-Perez, M., Deligiannis, N., Gonidakis, P., Sánchez, S. A., Brahimetaj, R., Papavasileiou, E., Chana, J. C-W., Li, F., Song, S., Yang, Y., Tilborghs, S., Willems, S., Eelbode, T., Bertels, J., Vandermeulen, D., & 20 anderenMaes, F., Suetens, P., Fidon, L., Vercauteren, T., Robben, D., Brys, A., Smeets, D., Ilsen, B., Buls, N., Watté, N., Mey, J. D., Snoeckx, A., Parizel, P. M., Guiot, J., Deprez, L., Meunier, P., Gryspeerdt, S., Smet, K. D., Jansen, B. & Vandemeulebroucke, J., 2 dec. 2020, In: ArXiv.org. 2020, 20 blz.
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