Electrocardiogram (ECG) monitoring owns important clinical value in diagnosis, prevention and rehabilitation of cardiovascular disease (CVD). With the rapid development of Internet of Things (IoT), big data, cloud computing, artificial intelligence (AI) and other advanced technologies, wearable ECG is playing an increasingly important role. With the aging process of the population, it is more and more urgent to upgrade the diagnostic mode of CVD. Using AI technology to assist the clinical analysis of long-term ECGs, and thus to improve the ability of early detection and prediction of CVD has become an important direction. Intelligent wearable ECG monitoring needs the collaboration between edge and cloud computing. Meanwhile, the clarity of medical scene is conducive for the precise implementation of wearable ECG monitoring. This paper first summarized the progress of AI-related ECG studies and the current technical orientation. Then three cases were depicted to illustrate how the AI in wearable ECG cooperate with the clinic. Finally, we demonstrated the two core issues—the reliability and worth of AI-related ECG technology and prospected the future opportunities and challenges.
ObjectiveTo investigate the multi-directional differentiation potential and other biological characteristics of chicken umbilical cord mesenchymal stem cells (UMSC), as well as their reparative effects on bleomycin (BLM)-induced lung injury in mice. MethodsAn acute lung injury model in mice was established by injecting BLM into the bronchus. UMSC were then transplanted via the tail vein. The reparative effects of UMSC on lung injury were evaluated through pathological section observation, survival and differentiation of transplanted cells in mice, and detection of hydroxyproline (HYP) content, among other indicators. ResultsThe UMSC successfully isolated in this study positively expressed specific surface markers CD29, CD44, CD90, and CD166, while the expression of CD34 and CD45 was negative. Induced UMSC could differentiate into adipocytes, osteocytes, chondrocytes, and alveolar epithelial cells. Animal experiments revealed that BLM-treated mice exhibited damaged alveolar structures, significant inflammatory cell infiltration, abnormal collagen deposition, and pulmonary fibrosis. However, after UMSC transplantation, the extent and severity of lung damage were reduced, and the HYP content in lung tissue decreased but remained higher than that of the control group. ConclusionUMSC can continuously proliferate and maintain their biological characteristics under in vitro culture conditions. They possess the ability to migrate to damaged sites and undergo directional differentiation, demonstrating a certain reparative effect on BLM-induced acute lung injury in mice.