Machine learning-based predictive modeling of angina pectoris in an elderly community-dwelling population: Results from the PoCOsteo study. by Shahrokh Mousavi, Zahrasadat Jalalian, Sima Afrashteh, Akram Farhadi, Iraj Nabipour, Bagher Larijani

“…<h4>Discussion</h4>Our study demonstrated that LDA, RF, and LR not only provided strong predictive performance but also balanced model complexity with interpretability. The superior performance of these models could be largely attributed to their ability to capture the relevant linear, nonlinear, and interaction effects inherent in the clinical data, as well as the clinical relevance of key predictors like thrombotic vascular diseases, congestive heart failure, renal failure, and anemia. …”
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Implementation of Ethnoscience-Based PjBL on Science Literacy Learning Outcomes by Anisatul Hidayah, Mohamad Agung Rokhimawan, Rudi Suherman

“…This study used descriptive analysis methods through data reduction, data presentation, and conclusions drawing. …”
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2D-QSAR-guided design of potent carbamate-based inhibitors of acetylcholinesterase. by Meriem Khedraoui, El Mehdi Karim, Oussama Abchir, Abdelkbir Errougui, Yasir S Raouf, Abdelouahid Samadi, Samir Chtita

“…The validity of the docked complex was confirmed using molecular dynamics simulations, where the trajectory plots of M6 were found to be stable and consistent over 100 ns intervals. …”
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Student Academic Competence Questionnaire by O.P. Merkulova

“…The method is based on the understanding of academic competence as a complex of independently developed personal qualities, abilities and skills that ensure the success of educational activities in conditions of its variability during higher education. …”
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ANALISIS PENGARUH FAKTOR TERHADAP ENTREPRENEURIAL INTENTION MAHASISWA MANAJEMEN DI SURABAYA by Justin Darwis, Christina Whidya Utami

“… Growth mindset asserts that abilities can be developed over time, contrasting with a fixed mindset that views abilities as inherent and unchangeable. …”
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Resting‐State Functional Connectivity of Sensorimotor and Default Mode Networks and Lower Limb Performance in Chronic Stroke: A Cross‐Sectional Study by Svetlana Pundik, Margaret M. Skelly, Jessica P. McCabe, Ahlam I. Salameh, Trenley Anderson, Kelsey Rose Duncan, Terri Hisel, Sarah J. A. Carr

“…Non‐homologous interhemispheric ROI‐to‐ROI connectivity was featured in the analysis. Graph theory analysis demonstrates the complex role that an individual ROI has in relation to sensorimotor function of lower extremity. …”
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RACH Traffic Prediction in Massive Machine Type Communications by Hossein Mehri, Hani Mehrpouyan, Hao Chen

“…Simulation results and complexity analysis demonstrate the superiority of our proposed algorithm in terms of both accuracy and complexity, making it well-suited for time-critical live scenarios. …”
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Spread of the Fosfomycin resistance fosA3 gene via the IS26 mobile element between plasmids and the chromosome of carbapenem-resistant Escherichia coli in China by Ying Zhang, Chuanxin Yang, Jiayao Yao, Longjie Zhou, Xiaofan Zhang, Huan Wang, Lijuan Liu, Yuexing Tu, Xi Li

“…Whole-genome sequencing (WGS) was used to identify molecular mechanisms of fosfomycin resistance and to investigate plasmid structure characteristics through comparative analysis. Conjugative transfer experiments were used to evaluate plasmid transfer ability, followed by plasmid stability assessment. …”
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MMP9 gene expression alterations in gastric cancer and their role in cell migration by Arezoo Farhadi, Zare Karizi Shohre, Ebrahimi Mehdi, behroozi javad

“…Among them, MMP9 is known for its complexity and its ability to degrade the components of the extracellular matrix. …”
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Optimization of Diagnostic and Treatment Tactics Regarding Impacted Lower Third Molars with the Employment of Author’s Program of Computer Modelling by Vares Y., Kyyak S.

“…A significant percentage of intra- and postoperative complications requires the search for the new approaches to making a decision on the appropriateness and choice of methods for atypical removal of the lower third molars, namely, the definition of objective criteria for preoperative prognosis of the complexity and trauma of the surgical intervention. …”
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In Vitro Growth Inhibition, Caspase-Dependent Apoptosis, and S and G2/M Phase Arrest in Breast Cancer Cells Induced by Fluorine-Incorporated Gold I Compound, Ph3PAu[SC(OMe)=NC6H4F-... by Richard Ming Chuan Yu, Gayathri Thevi Selvarajah, Geok Chin Tan, Yoke-Kqueen Cheah

“…Gold I- and gold III-based complexes have shown satisfactory anticancer activities. …”
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“Is that a policy thing or is that a guard thing?”: A qualitative study of providers’ experiences supporting pregnant individuals incarcerated in Ontario, Canada by Xaand Bancroft, Audrey Ferron Parayre, Amy McGee, Lisa Morgan, Wendy Peterson

“…We employed thematic analysis to identify and develop themes and subthemes. …”
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Digital servitization and leadership: A holistic view on required leadership traits and skills by Florian Tagscherer, Claus-Christian Carbon

“…Through inductive coding, we derived 43 codes within a qualitative analysis. We applied thematic analysis to structure our findings, resulting in a thematic map of leadership skills for digital servitization based on the research participants’ insights. …”
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“They don’t know what it’s really like:” qualitative insights into inpatient cardiac nurses’ perceived workload by Ellen Benjamin, Sarah Romain, Cidalia Vital, Connie Blake, Cynthia Peterson, Joohyun Chung

“…Focus group transcripts were analyzed by a team of qualitative investigators using conventional content analysis. Results Inpatient nurses’ perceived workload is shaped by their work volume, work attributes, and their ability to complete required tasks while providing meaningful, impactful care. …”
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Drilling Rate of Penetration Prediction Based on CBT-LSTM Neural Network by Kai Bai, Siyi Jin, Zhaoshuo Zhang, Shengsheng Dai

“…Initially, data are denoised using the Savitzky–Golay filter, and five correlation coefficient methods are employed to select input features, with principal component analysis (PCA) used to reduce model complexity. Subsequently, a sliding window approach transforms the time series into a two-dimensional structure to capture dynamic changes, constructing the model input. …”
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Implementing the Dubowitz assessment of gestational age in India and Malawi: a cross-sectional study of participants in a training workshop by Krysten North, Roopa M. Bellad, Carl Bose, Sangappa M. Dhaded, Shivaprasad S. Goudar, Veena Herekar, Irving Hoffman, Tisungane Mvalo, Melda Phiri, Friday Saidi, Sunil S. Vernekar, Linda Vesel, Anne C. C. Lee, Katherine E. A. Semrau

“… # Results All survey respondents expressed confidence in their ability to perform the Dubowitz examination after the training. …”
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Data‐Driven Feature Decomposition Integrated Prediction Model for Dust Concentration in Open‐Pit Mines by Shuangshuang Xiao, Jin Liu, Qing Yang, Zhiguo Chang, Yonggui Zhang

“…Compared to SVM, LSTM, GIO‐VMD‐SVM, and GJO‐VMD‐LSTM models, the decomposition ensemble prediction model can reduce the complexity of prediction data and has a better ability to capture information. …”
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Unveiling the occurrence and role of Methylobacterium endophytes in olive trees: insights into potential interactions with Xylella fastidiosa subsp. pauca by Mariangela Carlucci, Pompea Gabriella Lucchese, Cinzia Benincasa, Rosa Nicoletti, Andrea Pacifico, Enzo Perri, Franco Nigro

“…Conclusions This study underscores the biocontrol potential of Methylobacterium spp. against Xfp, suggesting an ability to compete with the pathogen through siderophore-mediated mechanisms. …”
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Research advances on reisistance to kiwifruit bacterial canker by ZHANG Min, SUN Leiming, FU Rong, LIN Miaomiao, WANG Ran, QI Xiujuan

“…However, the traditional hybrid breeding method is too time-consuming and complex, usually taking 10-15 years to develop a new variety. …”
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BIOCONTROLED THERAPY IN THE HOLISTIC TREATMENT OF AUTOINFECTIOUS STOMATITIS by E. V. Nikolishyna, N. M. Ilenko, N. V. Ilenko

“…Thus, the application of bioregulatory therapy during complex treatment of patients with autoinfectious stomatitis leads not only to clinical symptoms elimination of the disease, but also to the overall restoration of the oral cavity microbiocenosis. …”
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