Clinical trials

The goal of this clinical study is to learn if an artificial intelligence (AI)-assisted swallowing rehabilitation program can improve swallowing function in adults with dysphagia. It will also learn whether this approach can better detect aspiration (food or liquid entering the airway) and improve eating ability. The main questions it aims to answer are: Can AI-assisted analysis help identify swallowing treatment parameters that improve swallowing right away? Does an optimized AI-assisted swallowing treatment work better than standard treatment parameters over 6 weeks? Can AI using data from sensors detect aspiration accurately? Researchers will compare swallowing function before and after treatment. They will also compare optimized treatment parameters selected with AI and FEES (a camera-based swallowing test) with standard treatment parameters. In addition, researchers will compare AI model results with FEES findings to see how well the sensors can identify aspiration. Participants will: Complete swallowing assessments, including FEES, drinking tests, and swallowing questionnaires. Have small sensors placed to record muscle activity, sound, oxygen levels, and breathing while swallowing. Receive swallowing rehabilitation over 6 weeks, with treatment given in 1-week periods. During each period, treatment will be randomly assigned as either optimized parameters or standard parameters. Complete swallowing assessments after treatment periods to measure changes in swallowing function and eating ability.

The goal of this clinical study is to learn if an artificial intelligence (AI)-assisted lifestyle intervention program can help protect memory and thinking skills in adults aged 40 years and older who do not have severe cognitive impairment. It will also learn whether the program can help people maintain healthier lifestyle habits and whether it affects blood markers related to Alzheimer's disease. The main questions it aims to answer are: Can the AI-assisted program help participants improve their lifestyle, including diet, exercise, mental activities, social participation, sleep, smoking, alcohol use, and stress? Does a healthier lifestyle help maintain memory and thinking skills over 1 year? Are healthier lifestyle habits related to changes in blood markers such as p-tau217, which may be related to Alzheimer's disease? Does the effect differ for people who carry the APOE ε4 gene, a gene that may increase the risk of Alzheimer's disease? Researchers will compare participants with healthier lifestyles to those with less healthy lifestyles, to see whether healthier lifestyles are linked to better memory and thinking and different blood marker levels. Participants will: Join an online lifestyle intervention program for 1 year. Receive personalized advice about diet, exercise, mental activities, and social participation through an online platform, WeChat tools, an AI assistant, and online messages. Complete memory and thinking tests and lifestyle questionnaires at the start of the study, at 6 months, and at 12 months. Give blood samples at the start of the study and at 12 months for tests related to Alzheimer's disease. Have APOE gene testing at the start of the study.

This study investigates the neural mechanisms of cognitive function decline, cognitive assessment methods for subjects with mild cognitive dysfunction (Mild cognitive impairment, MCI, or cognitive decline milder than MCI), and the approaches used to improve and restore cognitive function.

In communities with over 100,000 residents, to investigate the incidence and mechanisms of fall in elderly, and strategies of fall prevention.

Using robotics, sensors, and sEMG to develop clinic-oriented quantitative effectiveness evaluation and individualized programs of rehabilitation