Kentucky hospital machines expert witnesses assess the design, operation, and maintenance of medical equipment used in acute-care settings. They often come from biomedical engineering, clinical engineering, radiology, anesthesia technology, and hospital facilities management. Many have experience with major systems like UK HealthCare and Norton Healthcare. They evaluate equipment failures, alarm performance, maintenance compliance, and patient safety impacts.