Clinical and radiographical analysis of percutaneous kyphoplasty with multi-point cement anchoring technique for preventing bone cement displacement in Kümmell’s disease of stage I... by Heng Wu, Xiao Dai, Hao Liu, Xiang Yang, Shenao Liu, Shuang Xu, Hao Chi, Yuquan Chen, Song Wang

“…The operation time, volume of cement, VAS score, ODI score, cement distribution pattern and score, bone cement leakage, adjacent vertebra fracture, and bone cement displacement were compared between the two groups. …”
Get full text

hnRNPA2B1 recognizes RNA virus SFTSV infection through mitochondrial DNA by Xin-bo Huang, Yue Zhang, Jing-wen Fan, Xin-yu Yu, Yun-lan Fang, Jin-xin Ren, Bin-yan Liu

“…However, it remains largely unclear whether A2B1 could function as a nucleic acid pattern-recognition receptor during cytoplasmic RNA virus infection. …”
Get full text

Free and Open: A Descriptive Study of Energy and Sustainability Programming Geared Toward Adult Learners by Corey Young

“…This study investigates participation patterns in publicly accessible educational events organized by a college policy and research center. …”
Get full text

Characterizing timber harvest occurrence and intensity to inform forest carbon management across the eastern United States by Matthew B. Russell, Catherine J. Chamberlain, Lynn Riley, Natalia A. Mushegian, John S. Gunn, Ethan P. Belair, Sebastian U. Busby

“…Timber harvesting plays an important role in determining how forest management practices influence carbon storage and sequestration patterns. We analyzed recent harvesting patterns across the eastern United States to quantify harvest area, intensity, and type of silviculture across timberlands. …”
Get full text

The role of city parks in creating ‘wellbeing societies’: A case study of Piłsudski Park in Łódź, Poland by Melanie Kay Smith, Joanna Kowalczyk-Anioł, Jakub Janiszewski, Karolina Grabarczyk

“…Although social interactions are rated lower overall, they are particularly significant for younger and older users, as well as marginalized groups such as unemployed individuals. …”
Get full text

Comparative analysis of data transformation methods for detecting non-technical losses in electricity grids by Maria Gabriel Chuwa, Daniel Ngondya, Rukia Mwifunyi

“…The high accuracy and low false positive rates enable utilities to recover unbilled revenue and reduce inspection costs, amplifying savings compared to raw data or traditional approaches. …”
Get full text

Importance of hospital-specific antibiotic policy for ensuring maternal quality of care in India: A narrative review by Arijit Banerjee, Jhuma Biswas

“…Recommendations were adapted to local resistance patterns, resource availability, and patient demographics. …”
Get full text

Proactive Data Placement in Heterogeneous Storage Systems via Predictive Multi-Objective Reinforcement Learning by Suchuan Xing, Yihan Wang

“…The system incorporates a sophisticated reward mechanism that balances performance gains against migration overhead, while employing prioritized experience replay and adaptive learning rates to handle non-stationary workload characteristics. …”
Get full text

Residential solar adoption—main determinants and the future of small-scale photovoltaics by Severin Reissl, Luis Sarmiento, Johannes Emmerling

“…We present a data-driven microsimulation model analyzing residential photovoltaic adoption in Germany to address uncertainties in future adoption rates. We develop and calibrate a technology adoption model incorporating economic, financial, and behavioral factors to replicate historical adoption patterns from 2007 to 2020 and project future scenarios. …”
Get full text

End-of-Line Quality Control Based on Mel-Frequency Spectrogram Analysis and Deep Learning by Jernej Mlinarič, Boštjan Pregelj, Gregor Dolanc

“…This study presents a novel approach to the end-of-line (EoL) quality inspection of brushless DC (BLDC) motors by implementing a deep learning model that combines MEL diagrams, convolutional neural networks (CNNs) and bidirectional gated recurrent units (BiGRUs). The suggested system utilizes raw vibration and sound signals, recorded during the EoL quality inspection process at the end of an industrial manufacturing line. …”
Get full text

Evaluating anti-MRSA antibiotic stewardship with a focus on trends in consumption and resistance in a tertiary hospital in Alexandria, Egypt from 2019 to 2023 by Ehab Elmongui, Adel Zaki, Amel Elsheredy, Asmaa Abd Elhameed

“…The study compared these consumption patterns with resistance rates in Staphylococcus spp., including MRSS, from January 2020 to December 2023. …”
Get full text

Characterizing Breast Tumor Heterogeneity Through IVIM-DWI Parameters and Signal Decay Analysis by Si-Wa Chan, Chun-An Lin, Yen-Chieh Ouyang, Guan-Yuan Chen, Chein-I Chang, Chin-Yao Lin, Chih-Chiang Hung, Chih-Yean Lum, Kuo-Chung Wang, Ming-Cheng Liu

“…Evaluation using 3D-ROC analysis also indicated that the DNN was the best detector based on metrics like target detection rate and overall effectiveness. The DNN model further exhibited the capability to identify tumor heterogeneity, differentiating high- and low-cellularity regions. …”
Get full text

Spatiotemporal Analysis of Disease Spread Using a Soliton-Based SIR Framework for Nomadic Populations by Qura Tul Ain, Xiaoli Qiang, Noor Ul Ain, Zheng Kou

“…Numerical simulations demonstrate the effects of varying key parameters such as transmission rates, recovery rates, and advection–diffusion coefficients on the epidemic’s progression. …”
Get full text

Groundwater ammonia-oxidizing bacteria distribution and the correlations between the distribution and environmental factors around livestock lagoons by REN Juan, ZHANG Lei, ZENG Lingzao, WU Laosheng, SHI Jiachun

“…Principal component analysis (PCA) result showed that the concentrations of NH₄⁺-N and NO₃^--N are the two principal components of environmental factors with contribution rates are respectively 45.7% and 25.1%. AOB abundance also had a similar distribution pattern with NH₄⁺-N. …”
Get full text

Accurate hourly AQI prediction using temporal CNN-LSTM-MHA+GRU: A case study of seasonal variations and pollution extremes in Visakhapatnam, India by Sreenivasulu T, Mokesh Rayalu G

“…The framework amalgamates one-dimensional Convolutional Neural Networks (1D CNN) for the extraction of short-term patterns, Long Short-Term Memory (LSTM) integrated with Multi-Head Attention (MHA) to encapsulate long-term dependencies, and Gated Recurrent Unit (GRU) for the refinement of residual errors. …”
Get full text

Integrated OVMD-BiGRU-SMAC Framework for Forecasting Construction Accidents in the Kingdom of Saudi Arabia by Badr T. Alsulami, Afaq Khattak

“…These IMFs are individually forecasted using Bidirectional Gated Recurrent Unit (BiGRU) models, which are capable of learning sequential patterns in both temporal directions. …”
Get full text

Memory-augment graph transformer based unsupervised detection model for identifying performance anomalies in highly-dynamic cloud environments by Huangyining Gao, Ruyue Xin, Peng Chen, Xi Li, Ning Lu, Peng You

“…Additionally, we introduce a novel dynamic gated memory module to guide the Transformer encoder in extracting hidden features, thereby enhancing the model’s robustness to varying data patterns in dynamic cloud environments. …”
Get full text

Pitch biases sensorimotor synchronization to auditory rhythms by Jesse K. Pazdera, Laurel J. Trainor

“…In Experiment 1, we observed U-shaped patterns in both mean asynchrony and continuation tapping rates, with participants tapping latest and slowest when synchronizing to low and extremely high (above 2000 Hz) pitches, and tapping earliest and fastest to moderately high pitches. …”
Get full text

Sexual harassment complaints across BSE100 companies: a longitudinal dataset (2013–2023) by Divya R., Gopi Ranga Nath V

“…This dataset can be utilised by the Indian Ministry of Women & Child Development and related stakeholders as a foundation for studying the impact of previous interventions and policy changes on complaint reporting rates. Additionally, it can also be used to analyse patterns and trends and give way to revisions to existing legal frameworks and improvements to grievance redressal mechanisms for sexual harassment complaints. …”
Get full text

Mapping the mismatch between building and population growth: A global study of 1,700 cities by Siwei Lou, Yu Huang, Yukai Zou, Dawei Xia

“…Summary: The proportionality between urban building expansion and population growth is a key indicator of sustainable development, yet its global patterns and drivers remain underexplored. This study investigates the discrepancies between building volume and population growth rates (ΔR) across 1,744 cities in 12 major global economies from 2000 to 2020 using satellite-based building volume and population databases. …”
Get full text