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Improving flood-prone areas mapping using geospatial artificial intelligence (GeoAI): A non-parametric algorithm enhanced by math-based metaheuristic algorithms.
J Environ Manage
January 2025
Dept. of Computer Science & Engineering and Convergence Engineering for Intelligent Drone, XR Research Center, Sejong University, Seoul, Republic of Korea. Electronic address:
Flooding presents substantial dangers to human lives and infrastructure, underscoring the need to map flood-prone areas to implement effective mitigation measures precisely. Although machine learning algorithms have made great strides, their accuracy in flood susceptibility mapping (FSM) remains limited due to data dependence, interpretability, and explainability issues, overfitting, generalization difficulties, and hyperparameter tuning. This study suggests combining the Decision Tree (DT) algorithm with advanced, math-based metaheuristic optimization algorithms to address these limitations.
View Article and Find Full Text PDFThe Value and Importance of a Professional Ethical Code for Medicines Development: IFAPP International Ethics Framework.
Pharmaceut Med
January 2025
Pharmaceutical Medicine, Dover Heights, Sydney, NSW, Australia.
Pharmaceutical medicine professionals have to face many ethical problems during the entire life span of new medicines extending from animal studies to broad clinical practice. The primary aim of the general ethical principles governing research conducted in humans is to diminish the physical and psychological burdens of the participants in human drug studies but overlooks many additional social and ethical problems faced by medicine developers. These arise mainly at the interface connecting the profit-oriented pharmaceutical industry and the healthcare-centered medical profession cooperating in medicines development.
View Article and Find Full Text PDFOverlapping of DRESS and Stevens-Johnson syndrome due to first-line antituberculosis drugs: a case report.
Ther Adv Drug Saf
January 2025
Unidad Especializada en Tuberculosis, Servicio de Neumologia, Hospital Nacional Dos de Mayo, Lima, Perú.
The overlap of Drug Reaction with Eosinophilia and Systemic Symptoms (DRESS) and Stevens-Johnson syndrome (SJS) caused by antituberculosis drugs represents an extremely rare event. This situation can manifest between 2 and 8 weeks after the first exposure to the medication. The overlap of these conditions can lead to atypical clinical manifestations, thus complicating the early diagnosis and the implementation of early treatment.
View Article and Find Full Text PDF3D-printed ultra-sensitive strain sensors using biogels prepared from fish gelatin and gellan gum.
Carbohydr Polym
March 2025
Engineering Research Centre of Fujian-Taiwan Special Marine Food Processing and Nutrition (Ministry of Education), Fujian Agriculture and Forestry University, Fuzhou 350002, China; College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, PR China; China-Ireland International Cooperation Centre for Food Material Science and Structural Design, Fuzhou 350002, China. Electronic address:
The long-term sustainable development of flexible electronic devices is limited by a reliance on synthetic polymers that pose dangers for humans and potentially severe ecological problems, as well as a reliance on conventional processing methods. This work aims to exploit 3D printing to develop natural biogels composed of fish gelatin and high acyl gellan gum for use as flexible sensors. The electrical conductivity and mechanical strength were remarkably enhanced through the environmentally friendly enzyme (transglutaminase) cross-linking and non-toxic ethanol modification treatment, which allows the development of 3D printed sensors for temperature, strain, and stress sensors.
View Article and Find Full Text PDFGreen extraction and IC analysis of trace impurities in TATB through deep eutectic solvents.
J Chromatogr A
January 2025
School of Materials and Chemistry, Southwest University of Science and Technology, Mianyang, 621010, PR China; Institute of Chemical Materials, China Academy of Engineering Physics, Mianyang, 621900, PR China. Electronic address:
1,3,5-trinamino-2,4,6-trinitrobenzene (TATB) as an important insensitive high explosive has excellent safety performance due to strong hydrogen bonds. Ionic impurities including sulfate ions (SO), nitrate ions (NO) and chloride ions (Cl) formed during the preparation of TATB have negative effects on TATB-based explosives. However, strong hydrogen bonds result in extremely low solubility of TATB in traditional solvents, which poses a huge obstacle to extract and detect the impurities in TATB for quality control.
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