Regional changes in the prevalence of Parkinson’s disease over a ten-year period in the state of Texas by Sean G. Young, Kathryn Elwell, Christopher R. Watts

“…Males had a higher prevalence rate in both years, though both sexes doubled their prevalence over the ten-year period. …”
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Road ecology of a Chihuahuan Desert snake community: size-based mortality sets the stage for evolutionary change in a widespread pitviper by Daniel F. Hughes

“…Snakes are significant predators in many ecosystems, but high rates of road mortality threaten to diminish their ecological contributions. …”
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Firearms-related injury and sex: a comparative National Trauma Database (NTDB) Study by Shahin Mohseni, Babak Sarani, Maximilian Peter Forssten, James A Zebley, Catherine Zwemer, Susan Kartiko, Joy Dowden Hughes

“…Background Existing study findings on firearms-related injury patterns are largely skewed towards males, who comprise the majority of this injury population. …”
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FILAMIN A IN BREAST CANCER: FROM LITERATURE TO FUNCTIONAL INSIGHTS

“…While early-stage tumors often respond to treatment, progression to metastasis significantly lowers survival rates, highlighting the need for novel therapeutic approaches2. …”
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An Optimization Strategy for Truncating Ultralong Bus Lines Integrated with Metro Networks by Cuiying Song, Yujun Chen, Jihui Ma

“…For most ultralong bus lines, low punctuality rates and vehicle bunching are two main challenges. …”
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Radiotherapy combined with anlotinib for refractory leiomyosarcoma: a case report and literature review by Ziming Li, Xiuchun Yu, Ming Xu

“…Refractory leiomyosarcoma (LMS) is characterized by notoriously high recurrence rates and poses significant surgical challenges due to its anatomical complexity and invasive growth patterns. …”
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Increased Daytime Sleepiness in Patients with Childhood Craniopharyngioma and Hypothalamic Tumor Involvement: Review of the Literature and Perspectives by Hermann L. Müller

“…Childhood craniopharyngiomas are rare embryogenic malformations of the sellar region, presumably derived from Rathke cleft epithelium. The overall survival rates after neurosurgical intervention and/or irradiation are high (92%). …”
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Policing the Economy: Hyperinflation, Consumption and the Making of Austerity in Greater Buenos Aires, 1989-1991 by Jennifer Adair

“…DIPPBA officers tracked the fluctuating price of basic goods, rising rates of urban poverty, and sporadic outbreaks of supermarket lootings. …”
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Coastal aquifers key contributors to ocean chemistry through solute fluxes by Yael Kiro

“…Moreover, they are dynamically linked to sea-level changes: falling sea levels enhance SGD-driven solute inputs, whereas rising sea levels suppress them. These patterns suggest that SGD fluxes may regulate long-term climate trends, including rates of global cooling or warming.…”
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Survival outcomes and prognostic impact of adjuvant chemotherapy in stage IB lung adenocarcinoma with cribriform component by Rongyang Li, Yu Zhang, Jianhao Qiu, Mingyang Zang, Zhenguo Sun

“…The results showed that both the 5-year overall survival (OS) rates (63.5% vs. 84.5%, P = 0.013) and 5-year recurrence-free survival (RFS) rates (58.7% vs. 77.7%, P = 0.033) for cribriform-positive patients were lower than those for cribriform-negative patients. …”
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Solar FaultNet: Advanced Fault Detection and Classification in Solar PV Systems Using SwinProba‐GeNet and BaBa Optimizer Models by Praveen Kumar Balachandran, Muhammad Ammirrul Atiqi Mohd Zainuri, Faisal Alsaif

“…It also proposes the Solar FaultNet‐a novel deep learning‐based approach that significantly improves fault detection performance in solar PV systems and integrates the model with state‐of‐the‐art ML techniques like CNN and LSTM to capture inherent complex patterns and interdependencies of fault data. Besides, the proposed model outperforms conventional machine‐learning algorithms and state‐of‐the‐art deep‐ learning models for better performance by yielding higher accuracy, precision, recall, F1‐score, and low error rate on various fault types such as PV array faults, inverter faults, grid synchronization faults, and environmental faults. …”
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Effect of water-saving irrigation on the seasonal emission of CH₄ from paddy field by PENG Shi-zhang, LI Dao-xi, JIAO Xi-yun, HE Yan, YU Jin-yuan

“…There is no statistically significant difference on the mean emission rates of CH₄ between two kinds of irrigation patterns during the ponding to the peak tillering stage of rice (0.05<P=0.87); while CH₄ emission rate from PFCI is significantly lower than that from PFFI during the later tillering to ripening stage of rice (0.00=P<0.05). …”
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Coherence and statistical insights for low electron count regimes in transmission electron microscopy by Joohyun Lee, Ji-Hwan Kwon, Sooheyong Lee

“…Low electron count rates, with a mean of approximately 0.017 electrons per pixel, reveal discrete electron events dominated by shot noise. …”
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Endoscopic management of large laterally spreading colorectal tumors (LSTs): a comparative study of techniques and outcomes by V. S. Tkachov, O. M. Kiosov, A. V. Klymenko

“…To compare EMR, pEMR, ESD, and hybrid ESD with respect to complication rates (bleeding, perforation), recurrence, and influencing factors. …”
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GreenNav: Spatiotemporal Prediction of CO₂ Emissions in Paris Road Traffic Using a Hybrid CNN-LSTM Model by Youssef Mekouar, Imad Saleh, Mohammed Karim

“…In a global context where reducing the carbon footprint has become an urgent necessity, this article presents a hybrid CNN-LSTM prediction model to estimate CO₂ emission rates of Paris road traffic using spatio-temporal data. …”
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Assessment of Larsen C Ice Shelf stability: insights from surface and basal fracture by Qian Li, Zemin Wang, Jiachun An, Mingliang Liu, Pei Jiang, Zhuoya Shi

“…The LIS surface fracture (surface crevasses and depressions) distribution was linked to strain rates and maximum buttressing. Basal melting predominantly influences basal fracture formation (basal crevasses), with the penetration rate increasing in the direction of ice flow. …”
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Deep learning based predictive models for real time accident prevention in autonomous vehicle networks by Ahmed Almutairi, Abdullah Faiz Al Asmari, Fayez Alanazi, Tariq Alqubaysi, Ammar Armghan

“…These studies evaluate key metrics such as the accuracy of predictions, the response time, the reduction in accident rate, the efficiency of decision-making, and the resilience to false data. …”
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Advancing sedimentation modeling in large reservoir systems: Insights from multi-scale process coupling and machine learning by Yuning Tan, Huaixiang Liu, Yongjun Lu, Zhili Wang, Wenjie Li

“…Our climate scenario simulations revealed uneven sedimentation patterns and projected declining sedimentation rates over the next 30 years. …”
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A data driven framework for optimizing droplet microfluidics with residual block and Fourier enhanced networks by Alireza Samari, Kamal Jannati, Azadeh Jafari

“…We developed two innovative machine learning models: the Fourier-Enhanced Network (FEN), which utilizes Fourier series to decompose input features into harmonic components; and the Residual Block Network (ResBNet), which incorporates skip connections within residual layers to capture complex nonlinear patterns. ResBNet demonstrated high accuracy in predicting relative droplet radius, Strouhal number, and optimized geometric ratios, while FEN offered computational efficiency and robust performance across a broad range of flow rates. …”
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Using OpenPrescribing.net to evaluate neighbourhood-level prescribing of inhalers for asthma and COPD by Thomas C. Richards, Alison Heppenstall, Rachel A. Oldroyd, Victoria Barr, Roger Beecham

“…We find inequalities in prescribing behaviour, with the most deprived neighbourhoods associated with higher rates of emergency or ’rescue’ inhaler prescribing - a pattern that was interrupted during the March 2020 lockdown. …”
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