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The aim of this study was to establish a correlation model between external surface motion and internal diaphragm apex movement using machine learning and to realize online automatic prediction of the diaphragm motion trajectory based on optical surface monitoring.

Automatic prediction model for online diaphragm motion tracking based on optical surface monitoring by machine learning