Enhanced Detection and Segmentation of Brain Tumors Using a Dense BW-CNN Approach by Sangeeta Kakarwal, Rahul Mapari, Anuj Kumar Jain, Vipin Sharma, Pranoti Prashant Mane, Jambi Ratna Raja Kumar, Ranjan K. Pradhan

“…Magnetic Resonance Imaging (MRI) is a diagnostic technique owing to its excellent sensitivity. However, manual MRI data analysis is time-consuming and prone to errors. …”
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The Problems of Ensuring the Quality of Experts’ Work: the Case of Media Content Evaluation in the Russian Federation by Yulia Krasheninnikova

“…Empirical data for analysis include the texts of expert evaluations over the period 2013-2017 years (N 105) and semi-structured interviews with accredited experts (N 10). …”
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Children’s Imitation and Word Creation in the Process of Language Acquisition by N. A. Trofimova, S. A. Shumilova

“…The research is based on data gathered within psycholinguistic experiment with participation of Russian-speaking children from three to six years of age. …”
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Study of algorithmic approaches to digital signal filtering and the influence of input quantization on output accuracy by Shermuradova Malika, Gadoeva Mavlyuda, Rahmatov Shukhrat, Abdullaev Uktamjon, Aralov Dilshod

“…A comprehensive comparison is made between classical and modern algorithmic approaches to digital filtering, highlighting the critical role of software-based solutions in suppressing quantization errors and mitigating the influence of random noise in analogue sensor data. …”
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Incident Reporting Behaviours and Associated Factors among Nurses Working in Gondar University Comprehensive Specialized Hospital, Northwest Ethiopia by Eshetu Haileselassie Engeda

“…Simple random sampling technique was used to select the study participants. Data were coded, entered into Epi Info 7, and exported to SPSS version 20 software for analysis. …”
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Lost dwell time and cycler alarms in inpatient automated peritoneal dialysis at a tertiary care hospital by Maria C. Browne, Nasha Elavia, Adrienne Flowers, Ákos Géza Pethő, Abutaleb A. Ejaz, Sarah Khan, Ami M. Patel

“…Patient demographics, comorbidities, laboratory, and treatment data were extracted from electronic medical records and a propriety database.Results N = 235 cycler treatments completed by 32 patients were included for analysis. …”
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A Novel Two-Stage Learning-Based Phase Unwrapping Algorithm via Multimodel Fusion by Chao Yan, Tao Li, Yandong Gao, Shijin Li, Xiang Zhang, Xuefei Zhang, Di Zhang, Huiqin Liu

“…The major advantages of TLPU are as follows: 1) A high-resolution U-Net (HRU-Net) model trained on a dataset constructed according to InSAR interferometric geometry is utilized for the PhU for the first time, which effectively improves the performance of the DLPU. 2) TLPU utilizes the traditional PhU method to optimize the results of DLPU, addressing the issue of weak generalization ability of a single DLPU, while improving accuracy in areas with large-gradient changes. Experimental analysis was carried out using LT-1 data, and the results show that the proposed TLPU algorithm can achieve superior excellent results in large-gradient change regions compared with the commonly used PhU method, with root mean square errors of only 1.63 rad in experiment 1 and 1.96 rad in experiment 2.…”
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Evidence for YORP-induced Spin Deceleration in Asteroid (433) Eros by Shuai Feng, Shaoming Hu, Xu Chen, Liyong Zhou, Yangbo Xu, Zehua Qi

“…Besides, we also repeated the analysis on a subset of data with the most reliable light curves. …”
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Detecting tropical freshly-opened swidden fields using a combined algorithm of continuous change detection and support vector machine by Ningsang Jiang, Peng Li, Zhiming Feng

“…Comparisons with the same year results obtained from the CCDC-Spectral Mixture Analysis (SMA) show that CCD-SVM (94.69%) outperforms CCDC-SMA (87.52%) primarily due to less commission errors. …”
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Measuring Semantic Stability: Statistical Estimation of Semantic Projections via Word Embeddings by Roger Arnau, Ana Coronado Ferrer, Álvaro González Cortés, Claudia Sánchez Arnau, Enrique A. Sánchez Pérez

“…The methodology provides theoretical guarantees under mild mathematical assumptions, ensuring bounded errors in projection estimations based on the assumption of Lipschitz continuity. …”
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Acceptability and usability of Drugs4dent®, a dental medicines decision tool – a pilot study by Leanne Teoh, Ruby Biezen, Marietta Taylor, Richard O. Sinnott, Michael J. McCullough

“…The survey was based on the Framework for Acceptability and System Usability Scale. Inductive thematic analysis was undertaken using Nvivo for the focus groups and interviews, and descriptive statistics for analysis of survey results. …”
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Optimization of PETG 3D printing parameters for the design and development of biocompatible bone implants by M. Moeen Sultan, Tauseef Aized, M. Farooq, Saqib Anwar, Naseer Ahmad, Ambreen Tauseef, Fahid Riaz

“…The effectiveness of the RSM model was confirmed using the validation experiment, with errors less than 2%. Additionally, this study presents the process framework for the development of customized cranial implants by using computed tomography (CT) scan data of the patient. …”
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Uncertainty-aware diabetic retinopathy detection using deep learning enhanced by Bayesian approaches by Mohsin Akram, Muhammad Adnan, Syed Farooq Ali, Jameel Ahmad, Amr Yousef, Tagrid Abdullah N. Alshalali, Zaffar Ahmed Shaikh

“…This sort of uncertainty can be crucial in medical image analysis; diabetic retinopathy is an example where even slight errors without an indication of confidence can have adverse impacts. …”
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Modelo de regressão para a previsão de produdividade de cafeeiros no Estado de Minas Gerais A regression model to predict coffee productivity in Southern Minas Gerais, Brazil by Luiz G. de Carvalho, Gilberto C. Sediyama, Paulo R. Cecon, Helena M. R. Alves

“…However, it was verified that the estimates for the model tended to present behavior similar to observed data.…”
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PECULIARITIES OF ENGLISH PROFESSIONAL TRAINING OF FUTURE AVIATION SPECIALISTS IN FLIGHT HIGHER ESTABLISHMENTS by Inha V. Demchenko

“…The following methods of scientific research have been applied: theoretical – analysis, comparison, generalization, systematization of normative-legal documents, scientific literature, educational-methodical documentation, domestic and world experience of training of aviation specialists; empirical – testing, surveys, pedagogical observation, data collection, analysis of curricula, educational programs, study of products of teaching and educational activities. …”
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Trends in progress test performance of medical students at a university in Peru. by Franco Romaní-Romaní, César Gutiérrez

“…<h4>Methods</h4>We conducted a longitudinal analysis using data from PTs administered annually between 2017 and 2024. …”
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Acoustic Measurements and Simulations on Yachts: An Evaluation of Airborne Sound Insulation by Michele Rocca, Francesca Di Puccio, Paola Forte, Francesco Fidecaro, Francesco Artuso, Simon Kanka, Francesco Leccese

“…Subsequently, starting from the data acquired in the first simulation phase, it is possible to proceed with more complex simulations of specific situations and of the whole vessel.…”
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The quality of early breast cancer diagnosis in urban women by doctors of adult polyclinics by V. A. Kozlov, B. A. Polyakov, D. L. Mushnikov, E. L. Funtikova, D. A. Nedavniy

“…The data were processed using applied computer programs. …”
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THE RELATIONSHIP OF NURSES' CARING BEHAVIORS AND THE IMPLEMENTATION OF PATIENT SAFETY IN EMERGENCY DEPARTMENT (ED) by Ilkafah Ilkafah, Permata Indira Pramesty, Cucuk Rahmadi Purwanto, Anestasia Pangestu Mei Tyas, Joko Susanto

“…The instruments used included the CBI-24 (Caring Behavior Inventory) and a patient safety implementation questionnaire based on the International Patient Safety Goals (IPSG). Data were analyzed using univariate analysis (frequency distribution and percentage) and bivariate analysis (Coefficient of Contingency, with a p-value < 0.05). …”
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Diaphragmatic Injury in Multisystem Closed Abdominal Trauma: Features of Diagnosis and Treatment by V. V. Aleksandrov, S. S. Maskin, V. V. Matyukhin

“…The data extraction method was performed by two researchers independently of each other. …”
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