Wearable monitoring, which has the advantages of continuous monitoring for a long time with low physiological and psychological load, represents a future development direction of monitoring technology. Based on wearable physiological monitoring technology, combined with Internet of Things (IoT) and artificial intelligence technology, this paper has developed an intelligent monitoring system, including wearable hardware, ward Internet of Things platform, continuous physiological data analysis algorithm and software. We explored the clinical value of continuous physiological data using this system through a lot of clinical practices. And four value points were given, namely, real-time monitoring, disease assessment, prediction and early warning, and rehabilitation training. Depending on the real clinical environment, we explored the mode of applying wearable technology in general ward monitoring, cardiopulmonary rehabilitation, and integrated monitoring inside and outside the hospital. The research results show that this monitoring system can be effectively used for monitoring of patients in hospital, evaluation and training of patients’ cardiopulmonary function, and management of patients outside hospital.
Objective To evaluate the refined management effect of diagnosis related groups (DRG), summarize the experience of refined management, and put forward corrective measures for existing problems. Methods Patients who underwent day surgery services at Shantou Central Hospital between April 2021 and March 2023 were selected. According to the management mode, patients will be divided into a conventional management group (April 2021 to March 2022) and a refined management group (April 2022 to March 2023). The general condition, medical quality, and patient satisfaction indicators of two groups of patients were compared. And according to the DRG group stratification, the differences in medical indexes such as length of hospital stay, total hospitalization expenses, and postoperative complications between the two groups were analyzed. Results A total of 4 584 patients were included, including 1 686 in the conventional management group and 2 898 in the refined management group. There were statistically significant differences between the two groups in terms of patient source, surgical grade, and provincial weight coefficient (P<0.05). However, there was no statistically significant difference in gender, age, and discharge method (P>0.05). The satisfaction of the refined management group with surgical procedures, preoperative guidance, service attitude, and nursing skills was higher than that of the conventional management group (P<0.05). A total of 4 DRG groups (≥ 100 patients) were included, with 2 215 patients in the refined management group and 1 460 patients in the conventional management group. Among them, there were 1496 cases in the group CB39 (cataract surgery), 336 cases in the group GE10 (inguinal and abdominal hernia surgery, age<17 years old), 1412 cases in the group JB29 (partial mastectomy for non-malignant breast tumors), and 431 cases in the group NE19 (vulvar, vaginal, and cervical surgeries). Among them, in the group CB39 (cataract surgery), group GE10 (inguinal and abdominal hernia surgery, age<17 years old), group JB29 (partial mastectomy for non-malignant breast tumors), and group NE19 (vulvar, vaginal, and cervical surgeries), the total hospitalization cost and length of stay in the refined management group were lower than those in the conventional management group (P<0.05). In the group CB39 (cataract surgery) and group NE19 (vulvar, vaginal, and cervical surgeries), the incidence of postoperative complications in the refined management group was lower than that in the conventional management group (P<0.05). In the group GE10 (inguinal and abdominal hernia surgery, age<17 years), the incidence of pain and incision bleeding in the refined management group was lower than that in the conventional management group (P<0.05); In the group JB29 (partial mastectomy for non-malignant breast tumors), the incidence of incision infection in the refined management group was lower than that in the conventional management group (P<0.05). There was no statistically significant difference in other indicators between the two groups (P>0.05). Conclusion Carrying out refined management for day surgery can reduce medical expenses, shorten the length of hospital stay, improve medical quality, and promote the high-quality development of hospitals while ensuring medical safety.