Predicting Risk through Artificial Intelligence Based on Machine Learning Algorithms: A Case of Pakistani Nonfinancial Firms by Shamsa Khalid, Muhammad Anees Khan, M.S. Mazliham, Muhammad Mansoor Alam, Nida Aman, Muhammad Tanvir Taj, Rija Zaka, Muhammad Jehangir

“…So, in this study, we used financial ratios for accurate risk assessment and for the automation of corporate risk management by developing machine learning algorithms using techniques, namely, random forest, decision tree, naïve Bayes, and KNN. …”
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Dynamics, vulnerabilities and prospects of the Colombian-Venezuelan border by Martha Ardila, Jorge Iván Lozano, María Alejandra Quintero

“…In the first place, the links between prospective analysis and political risk assessment are examined. Next both are related to the features which are relevant to their study. …”
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Crash Risk Prediction Model of Lane-Change Behavior on Approaching Intersections by Yingshuai Li, Jian Lu, Kuisheng Xu

“…The quantitative results of the study can provide the basis for conflict risk assessment in the existing lane-changing models.…”
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Flood change detection model based on an improved U-net network and multi-head attention mechanism by Fajing Wang, Xu Feng

“…Thus, this work not only introduces a novel technical approach for flood disaster monitoring but also has the potential to enhance disaster response procedures and provide scientific evidence for disaster management and risk assessment processes.…”
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A Study of Safety Coefficient Determination and Support Parameter Optimization Based on Vulnerability Preevaluation by Minglei Zhang, Linsheng Gao, Yue Yang, Yidong Zhang, Ming Ji

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Helicobacter pylori-Induced Chronic Gastritis and Assessing Risks for Gastric Cancer by Gonzalo Carrasco, Alejandro H. Corvalan

“…In addition, we discuss the finding of RPRM as a circulating cell-free DNA, offering the opportunity for noninvasive risk assessment of GC. Finally, the integration of OLGA and tissue biomarkers, by systems pathology approach, suggests that severe atrophy has a greater risk for GC development if, in addition, overexpressed p73. …”
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Psychotherapy boosting future risk research: the role of radical masculinities in social polarisation from a trauma-informed perspective by Erzsébet Fanni Tóth, Kamila Midor, Enikő Darabos

“…The study argues for the adoption of a more holistic approach in risk assessment and future planning, incorporating insights from trauma studies, masculinity research, and psychotherapy. …”
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Comment on “cancer may be induced by microplastics-sorbed polycyclic aromatic hydrocarbons?” by Parthasarathy Surya, A. Sundaramanickam, Nithin Ajith

“…Genotoxicity studies inform risk assessment and regulatory decisions. Future research should elucidate the mechanistic pathways linking microplastics to oral carcinoma, focusing on tissue accumulation, inflammation, and DNA damage in the oral cavity. …”
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Nursing of a patient with bullous pemphigoid complicated with hydrocephalus and respiratory disorders (1例大疱性类天疱疮合并脑积水并发呼吸障碍患者的护理体会)... by ZHANG Ying (张莹)

“…Based on the nursing risk assessment, comprehensive nursing measures of integrated traditional Chinese and western medicine were carried out to enhance the nutrition status, skin care, psychological health of the patient, in order to relieve the symptoms of bullous pemphigoid and improve the outcomes of the patient. …”
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The role of nurses in child abuse situations: a systematic review by Bomi Kim, Sunyeob Choi

“…Results This review identified the following four themes: nurses’ responsibility, intention to report child abuse, perceptions of child abuse, and risk assessment of child abuse. The findings revealed that nurses play a multifaceted role in child abuse situations. …”
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Analysis of Slope Stability of Small and Medium Earth-rock Dams underSeepage-stress Coupling and Fluctuation of Reservoir Level by SU Zhengyang, ZHANG Zhitao, LI Hanzhang

“…The research resultsprovide a reference for risk assessment of small and medium earth-rock dams and danger eliminationand reinforcement measures for reservoir dams in the later stage.…”
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Perioperative Risk: Short Review of Current Approach in Non Cardiac Surgery by Andreea Boghean, Cristian Guțu, Dorel Firescu

“…To reduce the perioperative risk, there is a need for an appropriate preoperative risk assessment, as well as the choice of the type and timing of surgical intervention. …”
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Heavy metals in sediments and fishery catches from the Beibu Gulf, China: Bioaccumulation, potential risks, and human by Zhao Shuwen, Huang Liangliang, Wang Caiguang, Yang Yiheng, Yang Xi

“…The average concentrations (dry weight) of As, Cd, Cr, Cu, Mn, Ni, Pb, and Zn in the three species of fish were recorded as follows: 10.94, 0.11, 0.55, 2.00, 5.80, 0.47, 0.39, and 41.70 mg/kg, respectively. The health risk assessment results indicated that adults who consume these organisms could encounter carcinogenic health hazards, while children consuming these species may experience notable negative health effects. …”
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Detection of Non-Communicable Disease Risk Using Android-Based Application (Design of DERI PTM Application) by Feranita Utama, Windi Indah Fajar Ningsih, Widya Lionita

“…The results of the needs analysis survey showed that most users want the design of an Android-based health application that assesses the risk of NCDs and recommendations for the results of risk assessment. In conclusion, an android-based health application has been designed to independently detect the risk of non-communicable diseases under the name DERI PTM. …”
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Deciphering genomic complexity: Understanding intratumor heterogeneity, clonal evolution, and therapeutic vulnerabilities in oral squamous cell carcinoma by Vishnu Priya Veeraraghavan, Bharati R. Doni, Arun Kumar Dasari, Chaitra Patil, Krishna A. Rao, Santosh R. Patil

“…The integration of genomic profiling into clinical practice enhances risk assessment, treatment outcomes, and patient care in OSCC management.…”
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Viral Vector Induction of CREB Expression in the Periaqueductal Gray Induces a Predator Stress-Like Pattern of Changes in pCREB Expression, Neuroplasticity, and Anxiety in Rodents by Robert Adamec, Olivier Berton, Waleed Abdul Razek

“…Increasing CREB expression in right PAG was anxiogenic in the elevated plus maze, had no effect on risk assessment, and increased acoustic startle response while delaying startle habituation. …”
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Predicting deep-seated landslide displacement on Taiwan's Lushan through the integration of convolutional neural networks and the Age of Exploration-Inspired Optimizer by J.-S. Chou, H.-M. Nguyen, H.-P. Phan, K.-L. Wang

“…These advancements significantly enhance geohazard informatics by providing reliable and efficient tools for landslide risk assessment and management. They help safeguard road networks, construction projects, and infrastructure in vulnerable slope areas.…”
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Evaluation of Noninvasive Diagnostic Techniques in Identifying Coronary Artery Disease: A Systematic Review by Shahad Mubarak Alajmi, Fahad Homoud Aljabbari, Hussain Abdullah Alabdullah, Reema Mohammed Alshehri, Hadi Abdulhakim Rashid, Ali Mohammad Alyami, Abdulrahman Ahmad Alahmadi, Hussain Ammar Almaqtouf, Mada Ali Alghamdi, Maream Abdulmohsen Aldehniam, Norah Saeed Kadasah, Ahmed Aljizeeri

“…Background: Coronary artery disease (CAD) poses a significant global health burden, necessitating optimal diagnostic strategies for risk assessment and management. This study systematically reviews randomized controlled trials (RCTs) comparing different noninvasive imaging modalities for CAD evaluation, focusing on their subsequent invasive outcomes and major adverse cardiac events (MACEs). …”
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Recapitulation of previously reported associations for type 2 diabetes and metabolic traits in the 126K East Asians by Ji-Young Choi, Hye-Mi Jang, Sohee Han, Mi Yeong Hwang, Bong-Jo Kim, Young Jin Kim

“…Therefore, more non-European population-based studies are needed to validate reported variants and improve genetic risk assessment across diverse populations. In this study, we validated 422 variants independently associated with glycemic indexes, liver enzymes, and type 2 diabetes in 125,872 samples from a Korean population, and further validated the results by assessing publicly available summary statistics from European GWAS (n = 898,130). …”
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Herdsmen’s Adaptation to Climate Changes and Subsequent Impacts in the Ecologically Fragile Zone, China by Yingcheng Liu, Tao Zhang, Xiaoli Geng, Liansheng He, Zhiguo Pang

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