Whenever the State Health Officer or his representative, or the county health officer or his representative, is notified of any person or persons afflicted with any of the notifiable diseases or health conditions designated by the State Board of Health, he shall, at his discretion, isolate or quarantine such person or persons as further provided in this article. Such quarantine shall be established and maintained in accordance with the rules adopted by the State Board of Health for the control of the disease with which the person or persons are afflicted.