Efficient Interference Management Design for NTN/TN Co-Existence in HAP-Based 6G Networks by Muhammet Kirik, Aseel Alkana'Neh, Liza Afeef, Huseyin Arslan

“…Finally, the codebook is utilized for pilot-assisted data transmission, ensuring reliable communication despite CCI. …”
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The ubiquity of ‘self-care’ in health: Why specificity matters by Laura Ferguson, Michelle E. Anderson, Krishni Satchi, Alexander M. Capron, Charles D. Kaplan, Peter Redfield, Sofia Gruskin

“…The search identified 91 definitions of self-care from 116 relevant publications. Data extraction informed analysis to identify recurring themes and approaches, revealing three key areas of variation: self-care being: (1) defined directly or descriptively; (2) situated within individual, interpersonal or structural contexts; (3) defined broadly or topic-specifically. …”
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Ecological Zonation As A Tool For Restoration Of Degraded Forests In Northern Mongolia by Antonín Kusbach, Tadeáš Štěrba, Jan Šebesta, Tomáš Mikita, Enkhtuya Bazarradnaa, Sarantuya Dambadarjaa, Martin Smola

“…Our analysis included clustering, ordination, classification, and ANOVA techniques. …”
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BL-DATransformer Lifespan Degradation Prediction Model of Fuel Cell Using Relative Voltage Loss Rate Health Indicator by Yinjie Xu, Jing Wang, Donghai Hu, Dagang Lu, Xiaoyan Zhang, Wenxuan Wei, Hua Ding, Shupei Zhang

“…Initially, fuel cell lifespan degradation data with varying characteristics are obtained through a dynamic bench experiment and two sets of road driving experiments. …”
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Motor asymmetry in Parkinson’s disease: Diagnostic thresholds based on clinical scores and DaTSCAN imaging by Philippe Voruz, Julie Péron

“…This work aimed to determine which motor asymmetry score − standardized or non-standardized − best predicts dopaminergic damage in the putamen, as measured by DaTSCAN, and to establish clear thresholds for distinguishing symmetric from asymmetric profiles. Data from the Parkinson’s Progression Markers Initiative were utilized for the Receiver Operating Characteristic curve analysis. …”
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AI-based prediction for the strength, cost, and sustainability of eggshell and date palm ash-blended concrete by Quanwei Zhao, Qi Chen, AlAteah Ali H., Alfares Abdulgafor M., Alinsaif Sadiq, Mostafa Sahar A.

“…The MEP models were noted to be exact in estimating C-S, C-S-R, and E-C-S with an R 2 of 95, 93, and 92%, respectively, indicating good agreement with actual data. Additionally, the ±20% index analysis indicated that all values fall within the acceptable range, validating the model’s reliability. …”
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A multi-tissue longitudinal proteomics study to evaluate the suitability of post-mortem samples for pathophysiological research by Christian M. Beusch, Ken Braesch-Andersen, Ulrika Felldin, Pierre Sabatier, Anna Widgren, Jonas Bergquist, Karl-Henrik Grinnemo, Sergey Rodin

“…Here, we have revisited published data and conducted a clinically relevant time-course experiment in mice, revealing organ-specific proteome regulation after death, with only a fraction of these changes linked to protein autolysis. …”
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Enhanced CAD Detection Using Novel Multi-Modal Learning: Integration of ECG, PCG, and Coupling Signals by Chengfa Sun, Xiaolei Liu, Changchun Liu, Xinpei Wang, Yuanyuan Liu, Shilong Zhao, Ming Zhang

“…Previous methods primarily based on single-modal data inherently lack sufficient information that compromises detection precision. …”
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Packing and flow performance of binary adhesive mixtures for inhalation of different drug loads and their relationships to aerosolisation by Anna Simonsson, Tobias Bramer, Alex Wimbush, Göran Alderborn

“…The mechanical properties assessed included packing, shearing, permeability and compressibility. Dispersion data were generated using an impactor operated at two pressure drops (0.5 and 4 kPa). …”
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Long Time from Diagnosis to Surgery May Increase Postoperative Complication Rates in Elective CD Intestinal Resections: An Observational Study by Paulo Gustavo Kotze, Daniela Oliveira Magro, Carlos Augusto Real Martinez, Antonino Spinelli, Takayuki Yamamoto, Janindra Warusavitarne, Claudio Saddy Rodrigues Coy

“…Background. There is lack of data analyzing short-term postoperative complications and time from diagnosis to surgery in Crohn’s disease (CD). …”
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The Economic and Technological Challenges of the Agri-Development Implementation Model in the Case of the Wielkopolska Region in Poland by Leszek Wanat, Jan Sikora, Leszek Majchrzak, Łukasz Sarniak, Rafał Czarnecki, Karolina Smętkiewicz, Mateusz Ornoch

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Determinants of smallholder farm income under the Recapitalization and Development Programme: A case study from Gauteng Province, South Africa by Unity Chipfupa, Magauta A. Mokoena, Aluwani Tagwi, Michael A. Antwi

“…A Heckman Selection Model was applied for empirical analysis. The results indicate that only labour availability and land operated significantly influenced farmers' ability to generate income. …”
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An integrated cloud system based serverless android app for generalised tractor drawbar pull prediction model using machine learning by Harsh Nagar, Rajendra Machavaram, Ambuj, Peeyush Soni, Subhajit Saha, T. Subhash Chandra Bose

“…The drawbar pull prediction models from ANN and six ML algorithms were developed, and the data analysis with hyperparameter tuning concluded that the Extreme Gradient Boosting (XGB) ML model outperformed the other ML models. …”
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B blood type indicates poorer overall survival in patients with severe burn injuries: a case-control study by Wei Zhang, Xinru Wu, Yifan Liu, Yuntao Yao, Xirui Tong, Linhui Li, Dayuan Xu, Junqiang Li, Shuyuan Xian, Hanlin Sun, Jiale Yan, Guosheng Wu, Long Xu, Bingnan Lu, Runzhi Huang, Shizhao Ji, Zhaofan Xia

“…The study utilized various performance metrics, including the receiver operator characteristic curve (ROC), decision curve analysis (DCA) and Kaplan-Meier survival curve, for model assessment, along with a subgroup analysis for associated factors.Result The research identified ABO blood type as an independent prognostic factor in severe burn injuries. …”
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Evaluating the effectiveness of the Drink Less smartphone app for reducing alcohol consumption compared with usual digital care: a comprehensive synopsis from a 6-month follow-up R... by Claire Garnett, Melissa Oldham, Gemma Loebenberg, Larisa Dinu, Emma Beard, Colin Angus, Robyn Burton, Matt Field, Felix Greaves, Matthew Hickman, Eileen Kaner, Susan Michie, Marcus Munafò, Elena Pizzo, Jamie Brown

“…Results from the pre-registered sensitivity analysis of multiple imputation were inconsistent with those from the pre-registered primary analysis (a conservative approach to missing data where non-responders were assumed to be drinking at baseline levels), which found a non-significant weekly reduction of 0.98 units (95% confidence interval −2.67 to 0.70) in the intervention compared with comparator group. …”
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New State Identification Method for Rotating Machinery under Variable Load Conditions Based on Hybrid Entropy Features and Joint Distribution Adaptation by Xiaoming Xue, Nan Zhang, Suqun Cao, Wei Jiang, Jianzhong Zhou, Liyan Liu

“…Fault identification under variable operating conditions is a task of great importance and challenge for equipment health management. …”
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Experimental and Numerical Study of a UAV Propeller Printed in Clear Resin by Mingtai Chen, Jacob Wimsatt, Tianming Liu, Tiegang Fang

“…This paper presents an experimental and numerical investigation of a 254 mm resin-printed propeller operating at rotational speeds between 3000 and 9000 RPM. …”
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Prognostic factors and real-life applicability of prognostic models for patients with bone metastases of carcinoma by Kaan Ali Dalkir, Akif Mirioglu, Bugra Kundakci, Melih Bagir, Mehmet Ali Deveci, Hilmi Serdar Ozbarlas

“…According to receiver operating characteristics and Brier scores, SORG had the overall highest performance scores, while the Janssen nomogram had the lowest. …”
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An exploration of architects’ ethical boundaries: Aotearoa New Zealand perspectives of care for the built environment by Jessamine Fraser, Andrew Burgess, Megan Burfoot, Rachel Shearer, Charles Walker

“…Design/methodology/approach – Using thematic analysis from literature and prior research, the authors examined qualitative data from semi-structured interviews with 25 architects practicing in Aotearoa New Zealand. …”
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Transformative trends: commercial platforms revolutionizing rice farming in Nigeria's agricultural value chain by Mayowa Saheed Sanusi, Odewole Michael Mayokun, Musliu Olushola Sunmonu, Suleiman Yerima, Dare Mobolaji, Joshua Olanrewaju Olaoye

“…By conducting a systematic analysis Seventy-Eight (78) publications from the past 14 years, the study investigates how digital platforms, such as AgricTech apps and e-commerce solutions, are transforming rice farming by connecting farmers, processors, marketers, and fabricators to streamline operations and boost efficiency. …”
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