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Brigham and Women's Hospital in Boston has paired with Israeli startup FeelBetter on a retrospective study of patients at risk due to taking multiple medications. The simultaneous use of multiple medications to treat diseases and other health conditions, called polypharmacy, is common among older adults with chronic conditions. "We know, especially for individuals over age 65,
In the industrial setting, polymer membranes are frequently employed to separate gases like CO2 from flue gas and methane from natural gas.
Researchers explored the intent and belief in COVID-19 vaccination in the Netherlands.
The design of double shear bolted connections in structural steel is governed by four different failure modes; tear out, splitting, net-section, and bearing. Ten machine learning (ML) approaches were explored on a comprehensive database of 455 experimental results for identifying the failure modes of double shear bolted connections. Among them, Random Forest (RF), CatBoost, XGBoost, and Gradient Boosting (GB) attained 90–92% accuracy on the testing dataset for classifying the failure modes. The best-performing models revealed that the ratio of the edge distance-to-bolt diameter (e2/d0) is th...
Many coastal wetlands are under pressure due to climate change and the associated sea level rise (SLR). Many previous studies suggest that upslope lateral migration is the key adaptive mechanism for saline wetlands, such as mangroves and saltmarshes. However, few studies have explored the long-term fate of other wetland types, such as brackish swamps and freshwater forests. Using the current wetland map of a micro-tidal estuary, the Manning River in New South Wales, Australia, this study built a machine learning model based on the hydro-geomorphological settings of four broad wetland types. Th...