Computer-aided diagnosis is playing an important role in the diagnosis and treatment of medical diseases. As a temporomandibular joint disease with complex causes in the field of stomatology, it is a challenge work for medical and engineering researchers to study the realization of accurate diagnosis and treatment based on advanced computer-aided diagnosis technology. In recent years, artificial intelligence based on deep learning has shown strong ability in the medical science field. Together with doctors from Peking University School of Stomatology, our team have achieved some results for the diagnosis and treatment of temporomandibular joint disorders and other related diseases. I will take this opportunity to share and discuss with you, hoping to obtain more research-meaningful exchange results.