Suraj Pai (B.S.)
Recent publications
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Bontempi, D., Nuernberg, L., Pai, S., Krishnaswamy, D., Thiriveedhi, V., Hosny, A., Mak, R. H., Farahani, K., Kikinis, R., Fedorov, A., & Aerts, H. J. W. L. (2024). End-to-end reproducible AI pipelines in radiology using the cloud. Nature Communications, 15(1), Article 6931. https://doi.org/10.1038/s41467-024-51202-2More information about this publication
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Huijben, E. M. C., Terpstra, M. L., Galapon, A. J., Pai, S., Thummerer, A., Koopmans, P., Afonso, M., van Eijnatten, M., Gurney-Champion, O., Chen, Z., Zhang, Y., Zheng, K., Li, C., Pang, H., Ye, C., Wang, R., Song, T., Fan, F., Qiu, J., ... Maspero, M. (2024). Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report. Medical Image Analysis, 97, Article 103276. https://doi.org/10.1016/j.media.2024.103276More information about this publication
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Hadzic, I., Pai, S., Taasti, V. T., Bontempi, D., Zhovannik, I., Canters, R., Sonke, J. J., Dekker, A., Teuwen, J., & Traverso, A. (2024). Optimizing CycleGAN Design for CBCT-to-CT Translation: Insights into 2D vs 3D Modeling, Patch Size, and the Need for Tailored Evaluation Metrics. In O. Colliot, & J. Mitra (Eds.), Medical Imaging 2024: Image Processing (Vol. 12926). Article 1292608 SPIE. https://doi.org/10.1117/12.3007031More information about this publication
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Pai, S., Bontempi, D., Hadzic, I., Prudente, V., Sokac, M., Chaunzwa, T. L., Bernatz, S., Hosny, A., Mak, R. H., Birkbak, N. J., & Aerts, H. J. W. L. (2024). Foundation model for cancer imaging biomarkers. Nature Machine Intelligence, 6(3), 354-367. https://doi.org/10.1038/s42256-024-00807-9More information about this publication
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Zalay, O., Bontempi, D., Bitterman, D. S., Birkbak, N., Shyr, D., Haugg, F., Qian, J. M., Roberts, H., Perni, S., Prudente, V., Pai, S., Dekker, A., Haibe-Kains, B., Guthier, C., Balboni, T., Warren, L., Krishan, M., Kann, B. H., Swanton, C., ... Aerts, H. J. W. L. (2023). Decoding biological age from face photographs using deep learning. MedRxiv . https://doi.org/10.1101/2023.09.12.23295132More information about this publication
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Pai, S., Bontempi, D., Hadzic, I., Prudente, V., Sokac, M., Chaunzwa, T. L., Bernatz, S., Hosny, A., Mak, R. H., Birkbak, N. J., & Aerts, H. J. W. L. (2023). Foundation Models for Quantitative Biomarker Discovery in Cancer Imaging. MedRxiv . https://doi.org/10.1101/2023.09.04.23294952More information about this publication
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Pai, S., Hadzic, I., Rao, C., Zhovannik, I., Dekker, A., Traverso, A., Asteriadis, S., & Hortal, E. (2023). Frequency-Domain-Based Structure Losses for CycleGAN-Based Cone-Beam Computed Tomography Translation. Sensors, 23(3), Article 1089. https://doi.org/10.3390/s23031089More information about this publication
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Oreiller, V., Andrearczyk, V., Jreige, M., Boughdad, S., Elhalawani, H., Castelli, J., Vallieres, M., Zhu, S. M., Xie, J. Y., Peng, Y., Iantsen, A., Hatt, M., Yuan, Y. D., Ma, J., Yang, X. P., Rao, C., Pai, S., Ghimire, K., Feng, X., ... Depeursinge, A. (2022). Head and neck tumor segmentation in PET/CT: The HECKTOR challenge. Medical Image Analysis, 77, Article 102336. https://doi.org/10.1016/j.media.2021.102336More information about this publication
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Fu, Y. B., Zhang, H., Morris, E. D., Glide-Hurst, C. K., Pai, S., Traverso, A., Wee, L., Hadzic, I., Lonne, P. I., Shen, C. Y., Liu, T., & Yang, X. F. (2022). Artificial Intelligence in Radiation Therapy. IEEE Transactions on Radiation and Plasma Medical Sciences, 6(2), 158-181. https://doi.org/10.1109/TRPMS.2021.3107454More information about this publication
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Zhovannik, I., Pai, S., Santos, T. A. D., van Driel, L. L. G., Dekker, A., Fijten, R., Traverso, A., Bussink, J., & Monshouwer, R. (2021). Radiomics integration into a picture archiving and communication system. Physics & Imaging in Radiation Oncology, 20, 30-33. https://doi.org/10.1016/j.phro.2021.09.007More information about this publication