Dr. Andrew Hope Profile

Dr. Andrew Hope

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Publications (1)

Proceedings Article | 28 February 2020 Paper

Non-invasive prediction of lymph node risk in oral cavity cancer patients using a combination of supervised and unsupervised machine learning algorithms

A. Traverso, A. Hosni-Abdalaty, M. Hasan, T. Tadic, T. Patel, M. Giuliani, J. Kim, J. Ringash, J. Cho, S. Bratman, A. Bayley, J. Waldron, B. O'Sullivan, J. Irish, D. Chepeha, J. De Almeida, D. Goldstein, D. Jaffray, L. Wee, A. Dekker, A. Hope

Proceedings Volume 11317, 113172C (2020) https://doi.org/10.1117/12.2560146

KEYWORDS: Cancer, Tumors, Lymphatic system, Magnetic resonance imaging, Machine learning, Performance modeling, Principal component analysis, Feature extraction, Feature selection, Statistical modeling

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