Summary. Columbia Memorial Hospital is a general medical and surgical hospital in Hudson, NY, with 218 beds. Survey data for the latest year available shows that 32,727 patients visited the hospital's emergency room. The hospital had a total of 6,428 admissions. Its physicians performed 1,242 inpatient and 2,777 outpatient surgeries.