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Vision-based and marker-less surgical tool detection and tracking: a review of the literature
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In-depth state-of-the-art review of surgical tool detection from 24 recent papers.

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Lack of a standard format regarding datasets employed and corresponding annotations.

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Comprehensive highlighting of advantages and disadvantages of existing methods.

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Limited consensus on a common reference format within validation methodologies.

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