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V. Gouthamchand

Recent publications
  • Gottardelli, B., Gouthamchand, V., Masciocchi, C., Boldrini, L., Martino, A., Mazzarella, C., Massaccesi, M., Monshouwer, R., Findhammer, J., Wee, L., Dekker, A., Gambacorta, M. A., & Damiani, A. (2024). A distributed feature selection pipeline for survival analysis using radiomics in non-small cell lung cancer patients. Scientific Reports, 14(1), Article 7814. https://doi.org/10.1038/s41598-024-58241-1
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  • Varghese, A. J., Gouthamchand, V., Sasidharan, B. K., Wee, L., Sidhique, S. K., Rao, J. P., Dekker, A., Hoebers, F., Devakumar, D., Irodi, A., Balasingh, T. P., Godson, H. F., Joel, T., Mathew, M., Gunasingam Isiah, R., Pavamani, S. P., & Thomas, H. M. T. (2023). Multi-centre radiomics for prediction of recurrence following radical radiotherapy for head and neck cancers: Consequences of feature selection, machine learning classifiers and batch-effect harmonization. Physics & Imaging in Radiation Oncology, 26(1), Article 100450. https://doi.org/10.1016/j.phro.2023.100450
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  • Gouthamchand, V., Choudhury, A., Hoebers, F., Wesseling, F., Welch, M., Kim, S., Haibe-Kains, B., Kazmierska, J., Dekker, A., van Soest, J., & Wee, L. (2023). Privacy-Preserving Dashboard for F.A.I.R Head and Neck Cancer data supporting multi-centered collaborations. In A. Yamaguchi , A. Splendiani, M. S. Marshall, C. Baker, & J. Bolleman (Eds.), Semantic Web Applications and Tools for Health Care and Life Sciences (1 ed., Vol. 3415, pp. 11-21). https://ceur-ws.org/Vol-3415/paper-2.pdf
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  • Gouthamchand, V., Subramanian, R., Choudhury, A., Wee, L., Dekker, A., Sinha, S., Laskar, S. G., & Reddy, L. (2022). Privacy-preserving dashboard for clinical data using open-source federated learning infrastructure. Radiotherapy and Oncology, 170, S897-S898. https://doi.org/10.1016/S0167-8140(22)03026-2
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