Liver expert witnesses are hepatologists, transplant surgeons, and gastroenterologists who analyze liver structure, function, and disease in complex matters. They assess medical records, imaging, and lab data to evaluate diagnosis, treatment decisions, transplant eligibility, drug-induced injury, and adherence to clinical guidelines and standards of care.