Fig. 2: Data processing and model development. | npj Digital Medicine

Fig. 2: Data processing and model development.

From: Hybrid machine learning for real-time prediction of edema trajectory in large middle cerebral artery stroke

Fig. 2

The figure summarizes the curation and transformation of input data, leading to the training and evaluation of HELMET models and EDEMA baseline models. Across the panels, we show the study site cohorts a; multimodal dataset construction using static, time-varying, and text-based variables b; transformations applied to the data to generate observations c; and subsequent model training d.

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