Abstract: Highlights•Comprehensive review of quantum computing to outline the current state of the art.•Comprehensive review of recent advancements in quantum pattern recognition.•Exploration of how quantum datasets can enhance the capabilities of algorithms.•It projects future trends, offering researchers guidance on where to focus efforts.
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