You need to set the IsHitTestVisible property of the SeriesItemLabel so that the label can detect mouse events. This you can do with a style. Then, in the mouse button down event of the chart area you can check if the clicked element is a SeriesItemLabel and if it is - you can select/deselect the data point. I have attached a small project to demonstrate this.
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