The condition, an inflamation of the pancreas flared up during a colonoscopy.
The Blink-182 drummer had been rushed to hospital, having early tweeted the words, "God Save Me".
His daughter Alabama had also commented "please me your prayers", under a since deleted TikTok video.
Representatives for Travis Barker have yet to comment.