Translated data: The latest research indicates that artificial intelligence demonstrates exceptional accuracy in the early detection of dementia. This study, by analyzing clinical data, has developed an AI diagnostic tool capable of identifying early signs of dementia. Timely diagnosis of early-stage dementia is crucial for both patients and their families, and AI offers a new, highly accurate method. This discovery is expected to enhance the quality of life for patients and provide doctors with more treatment options. The AI diagnostic tool is anticipated to increase both the speed and accuracy of dementia diagnosis in clinical practice.