Draft interdisciplinary guidelines for diagnosis, methods for estimation of the degree of activity, for evaluation of therapeutic efficacy, and for use of biological agents in pati... by D. I. Abdulganieva, A. L. Bakulev, E. А. Belousova, L. F. Znamenskaya, T. V. Korotaeva, L. S. Kruglova, M. M. Kokhan, A. M. Lila, V. R. Khairutdinov, I. L. Khalif, M. M. Khobeish

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TAE Predict: An Ensemble Methodology for Multivariate Time Series Forecasting of Climate Variables in the Context of Climate Change by Juan Frausto Solís, Erick Estrada-Patiño, Mirna Ponce Flores, Juan Paulo Sánchez-Hernández, Guadalupe Castilla-Valdez, Javier González-Barbosa

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Application of change detection techniques driven by expert opinions for small-area studies in developing countries by Tanaka A. Mbendana, Anesu D. Gumbo, Simbarashe Jombo, Ephias Mugari, Evison Kapangaziwiri

“…This study assesses changes in land use and land cover (LULC) in Dangamvura Township, Mutare, Zimbabwe, between 2010 and 2022, using stakeholder-driven methods, Google Earth Pro (GEP) and machine learning in R. …”
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Utilisation of routine health information system and associated factors among health workers in public health institutions of Gofa zone, South Ethiopia regional state:a mixed-metho... by Dejene Hailu Kassa, Bedilu Kucho Doka, Abebaw Gebeyehu Worku, Keneni Gutema Negeri

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Thyroid disease classification using generative adversarial networks and Kolmogorov-Arnold network for three-class classification by Aysel Topşir, Ferdi Güler, Ecesu Çetin, Mehmet Furkan Burak, Melih Ağraz

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TANGGUNG JAWAB PENYIDIK DAN PENUNTUT UMUM ATAS PUTUSAN BEBAS DAN LEPAS DARI SEGALA TUNTUTAN HUKUM DALAM TINDAK PIDANA KORUPSI by Rian Van Frits Kapitan

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Analysis of Factors Associated with Wus's Decision to Use an IUD in the Working Area of the Maja Public Health Center, Lebak Regency in 2024 by Indah Mulia Herwisdiane, Wayan Aryawati, Fitri Ekasari, Indah Mulia Herwisdiane, Dhiny Easter Yanti

“…Birth control has become a global issue of great importance in maintaining a balance between population growth and available resources. One contraceptive method that is often used is the IUD. The prevalence of IUD/AKDR family planning acceptors in Indonesia is 3.8 % and in Banten 6.09%. …”
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Crop2Cloud platform: Real-time data integration for agricultural water monitoring by Bryan Nsoh, Abia Katimbo, Kendall C. DeJonge, Weizhen Liang, Hongzhi Guo, Yufeng Ge, Derek M. Heeren, Yeyin Shi, Xin Qiao, Daran R. Rudnick, Hope Njuki Nakabuye, Birru Girma, Isa Kabenge, Joshua Wanyama

“…A designed dashboard can display collected data, computed WSIs, and irrigation recommendations from selected methods: only CWSI, only SWSI, combining SWSI + CWSI, and fuzzy logic. …”
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Methods and results used in the development of a consensus-driven extension to the Consolidated Standards of Reporting Trials (CONSORT) statement for trials conducted using cohorts... by Chris Gale, David Torgerson, Lehana Thabane, Brett D Thombs, Eric I Benchimol, David Erlinge, Philippe Ravaud, Danielle B Rice, Linda Kwakkenbos, Maureen Sauve, Helena M Verkooijen, Ole Fröbert, Merrick Zwarenstein, Lars G Hemkens, Margaret Sampson, Clare Relton, Jon Nicholl, John Fletcher, Sinéad M Langan, Mahrukh Imran, Marion K Campbell, Stephen J McCall, Kimberly A McCord, Rudolf Uher, Edmund Juszczak

“…This article describes the processes and methods used to develop the extension and decisions made to arrive at the final checklist.Methods The development process involved five stages: (1) identification of the need for a reporting guideline and project launch; (2) conduct of a scoping review to identify possible modifications to CONSORT 2010 checklist items and possible new extension items; (3) a three-round modified Delphi study involving key stakeholders to gather feedback on the checklist; (4) a consensus meeting to finalise items to be included in the extension, followed by stakeholder piloting of the checklist; and (5) publication, dissemination and implementation of the final checklist.Results 27 items were initially developed and rated in Delphi round 1, 13 items were rated in round 2 and 11 items were rated in round 3. …”
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Assessment of the Impact of the Covid-19 Pandemic on the Incomes and Adaptation of the Population of the Region To It: Statistical Approach by N. D. Kremlev, I. A. Drozdova

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Neural Network-Based Parameter Estimation in Dynamical Systems by Dimitris Kastoris, Kostas Giotopoulos, Dimitris Papadopoulos

“…Furthermore, the results of our method surpassed the other three methods used for comparison, demonstrating its higher accuracy and effectiveness. …”
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Mapping the internal structures of fault zones of the sedimentary cover: a tectonophysical approach applied to interpret TDEM data (Kovykta gas condensate field) by K. Zh. Seminsky, I. V. Buddo, A. A. Bobrov, N. V. Misyurkeeva, Yu. P. Burzunova, A. S. Smirnov, I. A. Shelokhov

“…The article presents the results of studying the internal structures of platform fault zones with the use of a new tectonophysical approach to processing and interpretation of electrical exploration data obtained by the transient elec‐ tromagnetic method in the near field zone (TEM). In the study of the central part of the Kovykta gas condensate field (East Siberia, Russia), we applied the ideas of tectonophysics envisaging three stages of fault formation, which determine the three‐membered transverse zoning of a fully formed fault zone. …”
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Assessing the location potential for tourism development of traditional villages in Sichuan province, China by Jun Xia, Mingyan Deng, Linfu Zhu

“…This study uses kernel density and nearest neighbor methods for spatial analysis and discovers for the first time that the traditional villages in Sichuan Province exhibit a “Six Cores and Five Belts” spatial distribution characteristic, with different aggregation patterns observed at the provincial, regional, and city scales. …”
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Digital twin modeling method for environmental governance of abandoned landfills based on multi-agent systems [version 1; peer review: 2 approved, 1 approved with reservations, 1 n... by Zehua Zhang, Zhansheng Liu, Linlin Zhao, Qingwen Zhang

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Flood Risk Assessment in Coastal Cities: A Case Study of Lingang New City, Shanghai by CHEN Li-hui, CHEN Jie, GAO Guo-ping

“…[Methods] Following the principles of scientific rigor and operability, a three-dimensional assessment model was established integrating the hazard of disaster-inducing factors, the exposure of disaster-prone environments, and the vulnerability of disaster-bearing bodies. …”
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Bidirectional Adaptation of Shared Autonomous Vehicles and Old Towns’ Urban Spaces: The Views of Residents on the Present by Sucheng Yao, Kanjanee Budthimedhee, Sakol Teeravarunyou, Xinhao Chen, Ziqiang Zhang

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Suitability of Mechanics-Based and Optimized Machine Learning-Based Models in the Shear Strength Prediction of Slender Beams Without Stirrups by Abayomi B. David, Oladimeji B. Olalusi, Paul O. Awoyera, Lenganji Simwanda

“…Seven ML models—artificial neural network (ANN), support vector machine (SVM), decision tree (DT), random forest (RF), AdaBoost, gradient boosting (GBR), and extreme gradient boosting (XGB)—were compared against three mechanics-based models: the Tran’s NLT Model (2020), the Multi-Action Shear Model (MASM), and the Compression Chord Capacity Model (CCC). …”
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A Decision Framework for Selecting Highly Sustainable Packaging Circular Model in Mass-Customized Packaging Industry by Ravishankar Rajendran, Sudhakarapandian Ranjitharamasamy

“…The selection of a sustainable packaging circular model approach entails numerous obstacles under rapidly developing circumstances, such as environmental factors, market competition, and advancing technology, impacting decision-making processes. We have considered Z-number-based decision-making methods as an alternative to the conventional method. …”
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Combinatorial machine learning approaches for high-rise building cost prediction and their interpretability analysis by Zenghui Liu, Jing Lin

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Detection of abnormal tourist behavior in scenic spots based on optimized Gaussian model for background modeling by Liu Xiaohua

“…The study proposed a background model constructed by an optimized Gaussian mixture model based on the background subtraction method to eliminate the background interference. Based on this model, an ABD method was established using action data based on spatio-temporal block detection and motion foreground effect map features. …”
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