Application of an improved LSTM model based on FECA and CEEMDAN VMD decomposition in water quality prediction by Jie Long, Chong Lu, Yiming Lei, Zhong Yuan Chen, Yihan Wang

“…This work provides a robust framework for real-time water quality monitoring and supports decision making in pollution control and ecosystem management.…”
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Robust multi-label surgical tool classification in noisy endoscopic videos by Adnan Qayyum, Hassan Ali, Massimo Caputo, Hunaid Vohra, Taofeek Akinosho, Sofiat Abioye, Ilhem Berrou, Paweł Capik, Junaid Qadir, Muhammad Bilal

“…Furthermore, we employ strategies such as weighted data loaders and label smoothing to enable the models to learn difficult samples and address class imbalance issues. The proposed methodology achieves an average F1-score of 85.88% for the ensemble model-based self-training with class weights, and 80.88% without class weights for noisy tool labels. …”
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Research on driving factors of consumer purchase intention of artificial intelligence creative products based on user behavior by Weiling Shi, Li Li, Zhixin Zhang, Maoguo Li, Junjie Li

“…The findings indicate that behavioral attitude, HM, PP, PV, and generative quality are the primary factors influencing user purchase intention. In the decision-making process, users not only consider the price and quality of the products but also place significant importance on the pleasurable experience and cultural uniqueness they offer. …”
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An Assessment Approach to Urban Economic Resilience of the Rust Belt in China by Shan Man, Xiangli Wu, Yongchun Yang, Qingmin Meng

“…Selecting 37 prefecture-level cities in the Northeast China that also known as the rust belt in China as a regional study sample that has experienced significant economic decline and out-migration in the last 20 years compared to many other regions in China, this study aims to construct an index system using the data collected in 2005, 2010, and 2016. …”
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Balcony usage as a space to achieve human well-being during pandemic COVID-19 by Nguyen Giang Thi Ngoc, Lucky Shin-Jyun Tsaih, Julie Chia-Ping Chen, Stirena Rossy Tamariska, Ana Margarida Ferreira Coelho, Hsin-Yi Kung

“…The comprehensive findings of this study can offer architects and housing developers valuable insights for making design decision and promote well-being in apartment dwelling balcony design. …”
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THE STRATEGY OF DOMESTIC ENTERPRISES SYSTEM UPGRADING by G. Kleiner

“…The remote survey data analysis of industrial enterprises, based on “Russian economic barometer” magazine sample collection, contained in the work, leads to the conclusion on an unfavourable state of more than a half of Russian enterprises. …”
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Assessment of Internal Audit Efficiency in Corporate Governance: an Empirical Analysis of the Russian Companies’ Data by Andrei Borisovich Ankudinov, Elena Sergeevna Markhanova

“…The absence of statistically significant determinants of the establishment of internal audit service may indicate that currently in Russian publicly traded companies this decision is largely determined by personal intention of management to have such service in the firm structure.…”
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Unlocking precision medicine: clinical applications of integrating health records, genetics, and immunology through artificial intelligence by Yi-Ming Chen, Tzu-Hung Hsiao, Ching-Heng Lin, Yang C. Fann

“…AI-enabled immunology data analysis, including dimensionality reduction, cell population identification, and sample classification, provides unprecedented insights into complex immune responses. …”
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The artificial intelligence-based agricultural field irrigation warning system using GA-BP neural network under smart agriculture. by Xiying Wang

“…The research outcomes contribute to more accurate water resource planning and management, providing a more reliable basis for decision-making.…”
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Emergency peripartum hysterectomy, physical and mental consequences: a 6-year study by Denisa-Oana Bălălău, Romina Marina Sima, Nicolae Bacalbașa, Liana Pleș, Anca Daniela Stănescu

“…The current study was performed on a sample of 13.162 patients, which underwent cesarean or vaginal delivery during a period of 6 years, from 2010 to 2015, in Bucur Maternity Hospital. …”
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Glycated Hemoglobin as a Screening Tool in the Diagnosis of Diabetes Mellitus among Adult Patients in a Tertiary Health Facility in Port Harcourt, Niger Delta Region of Nigeria by Gesiye Bozimo, Marcellinus Okafor Nkpozi, Adaeze Ugwu, Victoria Eno Gomba, Chinweuba M. Abonyi, Chioma Unachukwu

“…A structured questionnaire was administered to the recruited subjects, and their blood samples were collected for HbA1c and fasting plasma glucose. …”
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Incorporation of explainable artificial intelligence in ensemble machine learning-driven pancreatic cancer diagnosis by Faisal Abdulaziz Almisned, Natacha Usanase, Dilber Uzun Ozsahin, Ilker Ozsahin

“…A publicly available dataset composed of 590 patient urine samples was utilized to develop six conventional models for the classification of cancerous from non-cancerous pancreatic cases through the analysis of specific attributes. …”
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Obstacles of Online Learning Facing Nursing Students after the COVID-19 Pandemic by Haitham Khatatbeh, Murad Alkhalaileh, Ibrahim Ayasreh, Atallah Habahbeh, Laith Alosoufe, Nisser Alhroub, Mohammed Albashtawy, Manar Abu-Abbas, Tariq Al-Dwaikat, Amira Mohammed Ali

“…A cross-sectional, descriptive design was utilized in this study. A convenient sample of 325 nursing students responded to a self-reported questionnaire utilizing Google Forms. …”
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Real-Time Computing Strategies for Automatic Detection of EEG Seizures in ICU by Laura López-Viñas, Jose L. Ayala, Francisco Javier Pardo Moreno

“…The k-nearest neighbours (KNN) model was the most effective in our overall sample, achieving an average F1 score of 0.76. For specific subgroups, different models showed superior performance: Decision Tree for ‘Epilepsy’ (average F1 score of 0.80) and ‘Craniencephalic Trauma’ (average F1 score of 0.84), Random Forest for ‘Cardiorespiratory Arrest’ (average F1 score of 0.89) and ‘Brain Haemorrhage’ (average F1 score of 0.84). …”
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A Comprehensive Profiling System Integrating Myers-Briggs Type Indicator (MBTI) and Dominance, Influence, Steadiness, and Conscientiousness (DISC) for Personalized Health Training:... by Donghyun Kim, Dong Hun Lee, Mi Kyung Hwang

“…Future research should validate its effectiveness with larger samples and explore broader applications in various health domains.…”
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Logistics business management of provider in Thailand with smart logistics by Natpatsaya Setthachotsombut, Komson Sommanawat, Gritsada Sua-iam

“…The objective of this study is to validate the model fitness in Thailand for logistics business management related to the adoption of Smart Logistics (SLAPR) and its influence, in respect of service providers, thus coming up with a decision-making plan. The quantitative research was employed in the process, and the sample size is six large logistics service providers, 400 respondents in Thailand. …”
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Financial Modeling of Common Institutional Ownership’s Governance Effect on Corporate Leverage Manipulation by Shiqi Liu, Xiaoyu Wang, Cong Li, Yuchen Zhang

“…Common institutional ownership, as a pivotal link of equity interconnection among diverse enterprises and a vital medium of information dissemination, possesses enhanced motivation and capability of decision-making in the course of business operation and development. …”
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Hygienic assessment of safety of environmental objects and agricultural crops in anilinopyrimidines fungicides application by Vavrinevych E.P., Omelchuk S.T., Bardov V.G., Bilous S.V.

“…The content of tested substances in the samples was determined by gas-liquid and high performance liquid chromatography. …”
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Development of updated population norms for the SF-36 for Hungary and comparison with 1997–1998 norms by Alex Bató, Valentin Brodszky, Fanni Rencz

“…Methods An online cross-sectional survey, including the SF-36v1, was conducted among 1,700 members of the Hungarian adult general population in 2020. The sample demonstrated good representativeness across key sociodemographic characteristics. …”
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Embracing complexity to challenge stigma: a qualitative analysis of representations of abortion in a Polish storytelling initiative by Alina Paczesna

“…My findings show that abortion is represented as a valid decision, both a positive and challenging experience, and an embodied process. …”
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