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. 2023 Oct 24;65:102270. doi: 10.1016/j.eclinm.2023.102270

Fig. 1.

Fig. 1

Study design for the development and validation of the IPES. IPES consists of self-supervised pre-training, multi-task learning-based finetuning, and internal and external validation.