Armstrong had been suffering from liver disease for a few years, and succumbed to catarrh at Garfield Hospital in Washington D. C. on October 15, 1905.
Armstrong terserang penyakit hati selama beberapa tahun, dan dirawat di Garfield Hospital, Washington D. C. pada 15 Oktober 1905.