Removing a segment from an existing curve requires that the segment first be highlighted in yellow by using the Current Segment left or right arrow button. Once the segment has been highlighted, clicking Delete within the Segments frame will remove the segment from the curve. Continuing to click Delete will remove successive segments from the curve.
Note that it will not be possible to save a curve in which all segments have been deleted.