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Figure 1. Example of the home-made automated instrument detection software for carotid endarterectomy.

From: Artificial Intelligence for Patient Safety and Surgical Education in Neurosurgery

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Figure 2. Example tissue motion analysis during carotid endarterectomy.

From: Artificial Intelligence for Patient Safety and Surgical Education in Neurosurgery

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Figure 3. Surgical instrument tip trajectory analysis artificial intelligence model.

From: Artificial Intelligence for Patient Safety and Surgical Education in Neurosurgery

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Figure 4. Semantic segmentation artificial intelligence model of blood vessels.

From: Artificial Intelligence for Patient Safety and Surgical Education in Neurosurgery

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Figure 5. Overview of our research project on artificial intelligence (AI) for neurosurgery aimed at enhancing patient safety and improving surgical education (circulation model for AI enhancement).

From: Artificial Intelligence for Patient Safety and Surgical Education in Neurosurgery

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