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. Author manuscript; available in PMC: 2019 Jun 1.
Published in final edited form as: J Vasc Interv Radiol. 2018 Mar 14;29(6):850–857.e1. doi: 10.1016/j.jvir.2018.01.769

Figure 3. Clinical Application of Machine Learning Models for Response Prediction.

Figure 3

Figure illustrating the clinical application of machine learning models trained to predict response to loco-regional treatment and thereby inform treatment selection. Learning model classification of patient treatment response using pre-treatment data in combination with a planned treatment protocol can be used as an indication to treat or not to treat with TACE.

Abbreviation: trans-arterial chemoembolization, TACE