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Moreover, cognitive training only addresses a single aspect of rehabilitation for patients with cognitive dysfunction, so it lacks integrity. This study combines MRI and image recognition segmentation technology, adopts multi-party combined interventions for nursing rehabilitation, and uses image recognition technology to conduct experimental research. In addition, this study uses a team of doctors, nurses, and rehabilitators to form a team therapy model, which actively echoes the concept of multidisciplinary cooperation and has a solid medical and theoretical basis. 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