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A RARE CASE OF BOTULISM AFTER HOMEMADE SAUSAGE INGESTION: INITIAL MISDIAGNOSIS AND ITS LONG-TERM FUNCTIONAL OUTCOME
No full textTHE ROLE OF CARDIOPULMONARY EXERCISE TESTING IN OSTEOARTHRITIS REHABILITATION: EMPHASIS ON BODY MASS REDUCTION
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Another use for long-acting mood stabilizer injectables: Treating mood dysregulation disorder comorbid with eating disorders, purging type
No full textA Continuous Authentication Model Based on Improved Flower Pollination Algorithm and Extreme Gradient Boosting
No full textThe zero trust systems help to improve the overall security of computer networks, while one of the main challenges of zero trust systems is the construction and optimization of continuous authentication models. Aiming at the shortcomings of the existing authentication performance, this paper proposes a continuous authentication model based on an improved flower pollination algorithm (FPA) and extreme gradient boosting (XGBoost) to improve the accuracy of authentication. The model first uses multiple strategies to optimize FPA to obtain MSFPA; then MSFPA is applied to XGBoost for hyper-parameter tuning to obtain MSFPA-XGBoost; and finally, MSFPA-XGBoost is applied to the user's continuous authentication. Among these approaches, MSFPA incorporates chaotic mapping to enhance the initial population. It also utilizes an adaptive transformation probability strategy to dynamically strike a balance between global and local search. Furthermore, it refines the search equation to optimize both global and local search. Additionally, MSFPA employs a pollen cross-boundary correction strategy and incorporates the concept of cross-mutation to augment the algorithm's exploratory capabilities. The experimental results demonstrate that, in the context of parameter optimization tasks, MSFPA exhibits superior performance compared to other optimization algorithms, specifically in terms of search accuracy and convergence speed. In addition, in terms of continuous identity verification effect, compared with each classification model, MSFPA-XGBoost improves the Accuracy, Recall, Precision, F1-Score, and AUC metrics by an average of 1.84%, 2.49%, 2.33%, 2.39%, and 3.11%, which indicates that the proposed model enhances the accuracy of continuous authentication and is more effectively applicable within zero-trust systems
ASSOCIATION BETWEEN CIGARETTE SMOKING AND FRAGILE HIP FRACTURE IN BOSNIAN POSTMENOPAUSAL WOMEN
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Occupational health and safety risk management – basic concepts and philosophy
No full textZahtjevi globalnog tržišta na području zaštite zdravlja i sigurnosti na radu sve su značajniji i stroži. Stoga upravljanje zdravljem i sigurnošću na radu svakim danom postaje sve važnije. Zaštita zdravlja i sigurnosti općenito se definira kao znanost o predviđanju, identificiranju, procjeni i kontroli rizika od opasnosti koje se javljaju na radnom mjestu, a koje mogu negativno utjecati na zdravlje radnika i drugih osoba na radu. U skladu s time upravljanje rizicima zdravlja i sigurnosti na radu je metoda koja se koristi za kontrolu, uklanjanje ili smanjenje opasnosti unutar parametara prihvatljivosti. Koncept rizika zbog svoje dvosmislenosti i složenosti uvijek je privlačio pozornost znanstvenika iz različitih područja i grana znanosti. U radu su prikazana teorijska načela upravljanja rizicima te osnovni koncepti upravljanja rizicima za zdravlje i sigurnost na radu. Također, u radu je dan prikaz osnovne filozofije i filozofske perspektive upravljanja rizicima za zdravlje i sigurnost na radu. Rasprava i zaključak daju preporuke i smjernice za daljnje promišljanje filozofije upravljanja rizicima za zdravlje i sigurnost na radu te moguća istraživanja.The requirements of the global market in the field of occupational health and safety are becoming more and more significant and stricter. Therefore, occupational health and safety management is becoming more and more important every day. Occupational health and safety are generally defined as the science of predicting, identifying, assessing, and controlling risks from hazards that occur in the workplace, which can negatively affect the health of workers and other people at work. Accordingly, occupational health and safety risk management is a method used to control, eliminate, or reduce hazards within acceptable parameters. The concept of risk, due to its ambiguity and complexity, has always attracted the attention of scientists from various fields and branches of science. The paper presents the theoretical principles of risk management and the basic concepts of occupational health and safety risk management. The paper also presents an overview of the basic philosophy and philosophical perspective of occupational health and safety risk management. The discussion and conclusion provide recommendations and guidelines for further reflection on the philosophy of occupational health and safety risk management and possible research
