"Marked absence" maybe? "striking" as suggested above also seems to work. "Complete" absence seems good for situations where there's a continuum from present to absence ("Complete absence of calories") but less so for say whether an extroverted friend comes to a party ("strong presence") or not ("marked absence").
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