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Y.A.M. Widaatalla, MSc

Recent publications
  • Beuque, M. P. L., Lobbes, M. B. I., van Wijk, Y., Widaatalla, Y., Primakov, S., Majer, M., Balleyguier, C., Woodruff, H. C., & Lambin, P. (2023). Combining Deep Learning and Handcrafted Radiomics for Classification of Suspicious Lesions on Contrast-enhanced Mammograms. Radiology, 307(5), 221843. Article e221843. https://doi.org/10.1148/radiol.221843
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  • Widaatalla, Y., Wolswijk, T., Adan, F., Hillen, L. M., Woodruff, H. C., Halilaj, I., Ibrahim, A., Lambin, P., & Mosterd, K. (2023). The application of artificial intelligence in the detection of basal cell carcinoma: A systematic review. Journal of the European Academy of Dermatology and Venereology, 37(6), 1160-1167. https://doi.org/10.1111/jdv.18963
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  • Halilaj, I., Oberije, C., Chatterjee, A., van Wijk, Y., Rad, N. M., Galganebanduge, P., Lavrova, E., Primakov, S., Widaatalla, Y., Wind, A., & Lambin, P. (2022). Open Source Repository and Online Calculator of Prediction Models for Diagnosis and Prognosis in Oncology. Biomedicines, 10(11), Article 2679. https://doi.org/10.3390/biomedicines10112679
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  • Refaee, T., Salahuddin, Z., Widaatalla, Y., Primakov, S., Woodruff, H. C., Hustinx, R., Mottaghy, F. M., Ibrahim, A., & Lambin, P. (2022). CT Reconstruction Kernels and the Effect of Pre- and Post-Processing on the Reproducibility of Handcrafted Radiomic Features. Journal of Personalized Medicine, 12(4), Article 553. https://doi.org/10.3390/jpm12040553
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  • Ibrahim, A., Widaatalla, Y., Refaee, T., Primakov, S., Miclea, R. L., Ocal, O., Fabritius, M. P., Ingrisch, M., Ricke, J., Hustinx, R., Mottaghy, F. M., Woodruff, H. C., Seidensticker, M., & Lambin, P. (2021). Reproducibility of CT-Based Hepatocellular Carcinoma Radiomic Features across Different Contrast Imaging Phases: A Proof of Concept on SORAMIC Trial Data. Cancers, 13(18), Article 4638. https://doi.org/10.3390/cancers13184638
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  • Ibrahim, A., Primakov, S., Beuque, M., Woodruff, H. C., Halilaj, I., Wu, G., Refaee, T., Granzier, R., Widaatalla, Y., Hustinx, R., Mottaghy, F. M., & Lambin, P. (2021). Radiomics for precision medicine: Current challenges, future prospects, and the proposal of a new framework. Methods, 188, 20-29. https://doi.org/10.1016/j.ymeth.2020.05.022
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