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Research on the evolution of college online public opinion risk based on improved Grey Wolf Optimizer combined with LSTM model.
PLoS One
January 2025
School of Marxism, Central South University, Changsha, China.
Since the dissemination of information is more rapid and the scale of users on online platforms is enormous, the public opinion risk is more visible and harder to tackle for universities and authorities. Improving the accuracy of predictions regarding online public opinion crises, especially those related to campuses, is crucial for maintaining social stability. This research proposes a public opinion crisis prediction model that applies the Grey Wolf Optimizer (GWO) algorithm combined with long short-term memory (LSTM) and implements it to analyze a trending topic on Sina Weibo to validate its prediction accuracy.
View Article and Find Full Text PDFBackground & Aims: Chronic liver diseases pose a serious public health issue. Identifying patients at risk for advanced liver fibrosis is crucial for early intervention. The Fibrosis-4 score (FIB-4), a simple non-invasive test, classifies patients into three risk groups for advanced fibrosis.
View Article and Find Full Text PDFMetabolic Scaling: Exploring the Relation Between Metabolic Rate and Body Size.
Adv Physiol Educ
January 2025
Emeritus, Department of BioSciences, Rice University, Houston, Texas.
We present an alternative to the traditional classroom lecture on the topics of metabolic scaling, allometric relationships between metabolic rate (MR) and body size, and reasons for rejecting Rubner''s surface "law," concepts that students have described as challenging, counterintuitive, and/or mathematical. In groups, students work with published data on MR and body size for species representing all five vertebrate groups. To support the exercise, we developed a worksheet that has students define the concept in their own words, compare different measures of MR, and evaluate plots of MR and mass-specific MR versus body mass for both homeotherms and poikilotherms.
View Article and Find Full Text PDFAmbient Ionization Mass Spectrometry for Fatty Acids Composition Investigation of Natural Lipids: A Multidisciplinary Workshop.
Rapid Commun Mass Spectrom
January 2025
Project Center of Advanced Mass Spectrometry Technologies, Skolkovo Institute of Science and Technology, Moscow, Russian Federation.
Rationale: Teaching mass spectrometry essentials is usually connected with one of the basic courses for undergrads. Thus, specific previous knowledge is required from students. However, the necessity of teaching mass spectrometry essentials to students of different academic specializations and multidisciplinary groups can arise in every academic group.
View Article and Find Full Text PDFTargeting Kv7 Potassium Channels for Epilepsy.
CNS Drugs
January 2025
Division of Pharmacology, Department of Neuroscience, University of Naples "Federico II", Naples, Italy.
Voltage-gated Kv7 potassium channels, particularly Kv7.2 and Kv.7.
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