Everyone is aware that air and environmental pollutants are harmful to health. Among them, indoor air quality directly affects physical health, such as respiratory rather than outdoor air. However, studies that have examined the correlation between environmental and health information have been conducted with public data targeting large cohorts, and studies with real-time data analysis are insufficient. Therefore, this research explores the research with an indoor air quality monitoring (AQM) system based on developing environmental detection sensors and the internet of things to collect, monitor, and analyze environmental and health data from various data sources in real-time. It explores the usage of wearable devices for health monitoring systems. In addition, the availability of big data and artificial intelligence analysis and prediction has increased, investigating algorithmic studies for accurate prediction of hazardous environments and health impacts. Regarding health effects, techniques to prevent respiratory and related diseases were reviewed.

BACKGROUND: Essential thrombocythemia (ET) has a chronic course, but its main clinical features are thrombosis and hemorrhage. We evaluated the clinical features, including the vascular complications in patients with ET, during the disease courses and we determined the predictable risk factors for major vascular complications. METHODS: From 1991 to 2004, the medical records for 69 patients with ET were retrospectively reviewed for evaluating the clinical features, including the vascular complications, and the predictable risk factors for major vascular complications were analyzed. RESULTS: Major vascular thrombotic and hemorrhagic complications were observed in 16 patients (23.2%) and 6 patients (8.7%) at the time of diagnosis, and in 13 (18.8%) and 9 patients (13.0%) during follow-up. The incidence of major vascular thromboses in the older group (age >60 years) was higher than that in the younger group (< or =60 years) (34.2% vs 9.7%, respectively, P=0.016) at the time of diagnosis. During follow-up, the major vascular thrombosis risk was increased in patients with a previous thrombosis history (37.5% vs 13.2%, respectively, P=0.029) and in patients with 2 or more combined cardiovascular risk factors (44.4% vs 15.0%, respectively, P=0.035). The probability of 10-year survival in patients with thrombo-hemorrhagic complications during the disease course was lower than that in patients without complication (60.5% vs 93.7%, respectively, P=0.046). CONCLUSION: Advanced age, a previous thrombosis history and the combined cardiovascular risk factors were the risk factors for major vascular thrombosis in patients with ET. Prevention of thrombo-hemorrhagic complications is the most important therapeutic goal. Treatment strategies according to risk factors ought to be prospectively investigated.
Diagnosis ; Follow-Up Studies ; Hemorrhage ; Humans ; Incidence ; Medical Records ; Retrospective Studies ; Risk Factors ; Thrombocythemia, Essential* ; Thrombosis