Quantitative Assessment of Regional Carbon Neutrality Policy Synergies Based on Deep Learning by Daiyang Zhang, Enmiao Feng

“…The deep learning model achieves robust prediction accuracy across diverse scenarios, with sensitivity analysis revealing technology learning rates as the most significant parameter influencing predictions (±24.3%). …”
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Surface Salinity Variability in the Gulf of Mexico During Flood and Drought Years by Pamela J. Lee, Richard J. Brokaw, Ebenezer S. Nyadjro, Bulusu Subrahmanyam

“…We combine satellite‐derived sea surface salinity (SSS), ocean currents, and river discharge rates to examine patterns of salinity distribution throughout the entire GoM basin. …”
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The influence of crosslink characteristics on key properties of dynamically cured NR/PP blends by Charoen Nakason, Chanida Manleh, Natinee Lopattananon, Azizon Kaesaman

“…Curing systems caused crosslinking rates, reversion, and crosslink density and distribution variations. …”
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Brain Tumor Classification of Medical Images based on Transfer Pre-trained Learning Models by Mohamed H Ghaleb Abdkhaleq Abdkhaleq, Ibraheem Al-Jadir, Loay George, Yuri Yuryevich Gromov, Eliseev Aleksey Igorevich

“…Medical professionals can rapidly and reliably diagnosing brain tumors from medical imaging via this technique. he results demonstrate that the AlexNet model showed a remarkable performance, with an accuracy rate of 95.60% and high sensitivity and specificity rates. …”
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Epidemiological characteristics of acute viral and mycoplasma respiratory infections in Yongzhou, China: a retrospective descriptive study by Ying Jiang, Ying Jiang, Junyan Lu, Junyan Lu, Zhengrong Tan, Zhengrong Tan, Hanmei Wan, Hanmei Wan, Min Tang, Min Tang, Jiani Li, Jiani Li, Tao Zhou, Tao Zhou, Wenlong Tang, Wenlong Tang

“…Significant seasonal variations were observed, with winter showing the highest pathogen detection rates (49.04%, p < 0.001), and seasonal patterns changed notably during the COVID-19 pandemic. …”
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IMPLEMENTATION OF BACKPROPAGATION AND HYBRID ARIMA-NN METHODS IN PREDICTING ACCURACY LEVELS OF RAINFALL IN MAKASSAR CITY by Hisyam Ihsan, Irwan Irwan, Andi Illa Erviani Nensi

“…The results showed that the Backpropagation method excelled with an RMSE value of 137.320 or 0.1149, indicating high accuracy in forecasting changes in seasonal trends and patterns. Hybrid ARIMA-NN gives good results with RMSE 145.834, as residues contain better nonlinearity compared to ARIMA models (4,0,1), although it shows a slightly higher error rate compared to Backpropagation.…”
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SLOW DEFORMATION WAVES IN THE SEISMIC REGIME AND GEOPHYSICAL FIELDS AT THE NORTHERN MARGIN OF THE AMUR PLATE by S. V. Trofimenko, V. G. Bykov, N. N. Grib

“…In the Baikal and Amur regions (107–140°E), the fronts of deformation waves migrate at a rate of 5–20 km per year [Sherman, 2007, 2013]. Considering the order of magnitude, this rate is comparable to the rates of crust deformation migration from the Japan-Kuril-Kamchatka zone (10–100 km per year). …”
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Association between cumulative uric acid exposure and metabolic dysfunction-associated fatty liver disease by Yunpeng Li, Hong Ji, Fei Tian, Xinyu Ge, Liying Cao, Xiangming Ma

“…Corresponding cumulative incidence rates were 52.20%, 52.49%, 58.29%, and 60.50% respectively. …”
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Culture Positivity of CVCs Used for TPN: Investigation of an Association with Catheter-Related Infection and Comparison of Causative Organisms between ICU and Non-ICU CVCs by Criona Walshe, J. Bourke, M. Lynch, M. McGovern, L. Delaney, D. Phelan

“…There was a nonsignificant trend of higher Gram negative Bacilli isolation in ICU CVCs (𝑃=0.1), ward CVCs were associated with higher rates of staphylococcal isolation (𝑃=0.01). A similar pattern of organisms were cultured from CRBSI and culture positive CVCs. …”
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A Review on Biomechanics of Anterior Cruciate Ligament and Materials for Reconstruction by M. Marieswaran, Ishita Jain, Bhavuk Garg, Vijay Sharma, Dinesh Kalyanasundaram

“…The key conclusions of this review are as follows: (a) the highest shear forces on the anterior cruciate ligament occur during hyperextension/low flexion angles of the knee joint; (b) the characterization of the anterior cruciate ligament at variable strain rates is critical to model a viscoelastic behavior; however, studies on human anterior cruciate ligament on variable strain rates are yet to be reported; (c) a significant disparity on maximum stress/strain pattern of the anterior cruciate ligament was observed in the earlier works; (d) nearly all synthetic grafts have been recalled from the market; and (e) bridge-enhanced repair developed by Murray is a promising technique for anterior cruciate ligament reconstruction, currently in clinical trials. …”
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Experimental Study on Horizontal Pipeline Transportation Characteristics of Coarse Particle by Songye Lu, Yao Wang, Pan Jiang, Ting Xiong

“…Therefore, when the particle size of the dredged material increases or the concentration increases, the average flow rate of the mixture is appropriately increased to ensure that the flow pattern of the dredged material in the pipeline remains in a non-homogeneous suspended flow pattern, thereby improving the efficiency and stability of the transportation system. …”
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Hydrodynamic Performance and Cavitation Analysis in Bottom Outlets of Dam Using CFD Modelling by Omid Aminoroayaie Yamini, S. Hooman Mousavi, M. R. Kavianpour, Ramin Safari Ghaleh

“…The service gate controls the outlet flow rate, and whenever this gate is out of order, the emergency gate which is located at upstream is utilized. …”
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Epidemiological and Socioeconomic Disparities in the 1742–1743 Epidemic: A Comparative Analysis of Urban Centers and Indigenous Populations Along the Royal Road by Jorge Hugo Villafañe

“…Recognizing these historical patterns of adaptation can inform present and future public health strategies. …”
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Unraveling the Mechanistic Links Between Species Diversity and Infection Risk From Zoonotic Pathogens With Direct Transmission Among Reservoir Hosts: Rodent‐Orthohantavirus Systems... by Andreas Eleftheriou, Angela D. Luis

“…ABSTRACT To explain patterns between anthropogenic loss of species diversity and the rise in the number of novel zoonotic diseases, the “dilution effect” hypothesis predicts that with lower species diversity, infection risk will increase. …”
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A Data-Driven Analysis of Engineering Contract Risk Characterization Based on Judicial Cases of Disputes by Yongcheng Zhang, Ziyi Wu, Chaohua Xiong, Jianwei Wang, Maxwell Fordjour Antwi-Afari

“…The research identifies contractual risk characteristics across dimensions such as regional distribution, dispute terminology, legal citation patterns, and appellate role transitions. The key findings include the following: (1) Primary risks involve payment disputes, quality assurance failures, contractual validity issues, and schedule compliance challenges. (2) Litigation patterns reveal complex interdependencies between contracting parties and stakeholders, posing significant risk management challenges. (3) High second-instance modification rates stem from procedural irregularities, new evidence, improper legal application, and factual errors in initial trials. …”
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Multimorbidity frailty index and clinical outcomes among 42,989 older heart failure patients directly discharged from emergency departments: A nationwide retrospective cohort study by Wan-Ju Liao, Hsi-Yu Lai, Liang-Yi Lin, Cheng-Hsueh Wu, Fei-Yuan Hsiao, Liang-Kung Chen

“…Readmission rates showed similar patterns. The severely frail group had higher risks of mortality (aHR 1.44, 95 % CI 1.33–1.55), all-cause readmissions (sHR 1.69, 95 % CI 1.62–1.76), and HF-related readmissions (sHR 1.59, 95 % CI 1.48–1.71). …”
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Molecular and genomic investigation of an urban outbreak of dengue virus serotype 2 in Angola, 2017-2019. by Zoraima Neto, Pedro A Martinez, Sarah C Hill, Domingos Jandondo, Julien Thézé, Marinela Mirandela, Renato Santana Aguiar, Joilson Xavier, Cruz Dos Santos Sebastião, Ana Luísa Micolo Cândido, Filipa Vaz, Gisel Reyes Castro, Joana Paula Paixão, Nicholas J Loman, Philippe Lemey, Oliver G Pybus, Jocelyne Vasconcelos, Nuno Rodrigues Faria, Joana de Morais

“…<h4>Background</h4>The transmission patterns and genetic diversity of dengue virus (DENV) circulating in Africa remain poorly understood. …”
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Dynamic parking space allocation at urban scale: Problem formulation and resolution by Hanae Errousso, Jihane El Ouadi, El Arbi Abdellaoui Alaoui, Siham Benhadou

“…To do this, we consider both solicitation rates in these areas and coverage ratios of received parking demands. …”
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Geospatial analysis of cholera outbreak in Lusaka, Zambia, between 2023 and 2024 by William Ngosa, Tadatsugu Imamura, Nyuma Mbewe, Joseph Seriki, Oscar Nzila, Fred Mfune, Godfrey Zulu, Chomba Mulando, Tizha Chiluba, Luo Miyanda, Agness Phiri, Lucy Sichone, Galion Mwape, Kapambwe Mulenga, Charles Chileshe, Nawa Mabuku, Dabwiso Banda, Fangyu Yan, Taro Kamigaki, Roma Chilengi, Nyambe Sinyange

“…We investigated the geospatial patterns of cholera cases and associated environmental factors during the October 2023 to March 2024 cholera outbreak. …”
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The characteristics of new-onset myasthenia gravis after COVID-19 outbreak: a cross-sectional study by Yanzhen Huang, Yu Wu, Shaodan Zhou, Xianting Que, Ailing Jiang, Danli Shi, Ting Lu, Yanlan Chen, Ziqun Lin, Chao Liu, Yishuang Wen, Shuyi Zhang, Wen Huang

“…After COVID-19 outbreak, there was an increase in new-onset MG patients, with more cases occurring within the first three months. The rates of pulmonary inflammation (40.28%), COVID-19 vaccination (88.14%), and treatment with tacrolimus (15.98%) and MG duration (15 weeks, IQR: 5.75, 32) were higher, while rates of thymectomy (13.92%), baseline MG-ADL (3, IQR: 3, 6), and QMGS (7, IQR: 5,8) were lower compared to new-onset MG patients before COVID-19 outbreak. …”
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