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. 2023 Feb 3;18(5):671–674. doi: 10.2215/CJN.0000000000000099

Figure 1.

Figure 1

Clinical and quality assurance applications of artificial intelligence (AI) through machine learning (ML) to enhance the provision of continuous kidney replacement therapy (CKRT). Most of these applications are in early stages of development with little research on their prospective clinical validation and implementation. Importantly, the systematic access to big temporal data from the electronic health record (EHR) and the CKRT machine provide a unique infrastructure for the development of AI/ML-based tools in CKRT.