Parenteral nutrition is often recommended for patients with severe gastrointestinal complications such as bowel obstruction, severe malabsorption, or after major gastrointestinal surgery. It is also considered for patients undergoing intensive treatments like chemotherapy or bone marrow transplants that impair their ability to digest and absorb nutrients.