Knowledge Structure and Emerging Trends of Mild Cognitive Impairment with Dyssomnias in Recent 20 Years: A Bibliometric Analysis via CiteSpace and VOSviewer by Haoyu Huang, Zesen Zhuang, Yiwen Wan, Jiao Shi, Xu Yuan, Dan Wang, Shangjie Chen

“…The publication volume and citation rate consistently increased over time. Neurosciences, Clinical Neurology, and Geriatrics Gerontology emerged as the top three research fields. …”
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Real-Time Fire Risk Classification Using Sensor Data and Digital-Twin-Enabled Deep Learning by In-Seop Na, Vani Rajasekar, Velliangiri Sarveshwaran

“…Performance evaluations reveal that the DCNN+Digital twin framework achieves a 99% classification accuracy with a reduced error rate of 3% over 500 runs, outperforming standalone models, such as RNN (90% accuracy, 10% error), CNN (96% accuracy, 8% error), and DCNN (97% accuracy, 6% error). …”
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Beyond genetics × environment interaction on quality drivers of Arabica coffee: a review of implication for Gedeo indigenous agroforestry systems under changing climates by Tedla Getahun, Girma Mamo, Getahun Haile, Daniel Markos, Gebremedhin Tesfaye

“…It was also found that native agroforestry systems were necessary for high-quality coffee due to well-established relationships between shade trees, coffee plants, and farmer management as these practices alter the microclimate including the soil carbon, moisture, and nutrition regimes, allowing it to adapt to changes in evapotranspiration patterns. More significantly, coffee quality is determined by the socioeconomic factors affecting livelihoods, such as the adoption of new technologies, credit availability, farm size, additional inputs, market knowledge, physical infrastructure, extension services, literacy rate, frequency of extension visits, proximity to research centers, and producer incentives. …”
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Comprehensive analysis of kampo medicine utilization across all outpatient departments with a focus on anesthesiology department/pain clinic at Kyoto university hospital over 12 ye... by Karin Kato, Kaori Tsuyuki, Takuma Ohsuga, Akihiko Ueda, Miho Egawa, Masashi Ikuno, Neiko Ozasa, Kiyoaki Tanikawa

“…The anesthesiology department prescribed various formulations for 12 years. The usage rate of Processed Aconite Root-containing formulations increased with increasing patient age, reaching 3.3% in individuals in their teens, 6.6% in their twenties, 13.3% in their thirties, and over 30% in their eighties and nineties. …”
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Enhancing anomaly detection and prevention in Internet of Things (IoT) using deep neural networks and blockchain based cyber security by Sathyabama A R, Jeevaa Katiravan

“…With a low false-positive rate of 15.42% and a strong detection accuracy of 99.18%, the proposed model successfully identifies malicious activity, including malware injections and Distributed Denial of Service (DDoS) assaults. …”
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Pore‐Scale Study of Non‐Clogging Accumulation Effects on Microgel Particle Transport and Multiphase Displacements in Porous Media by Xukang Lu, Qiangqiang Li, Jiajun Chen, Tianjiang Wu, Wenhai Lei, Moran Wang

“…The non‐uniform concentration distribution contributes to flow rate reallocation via diversion effects, producing variable displacement patterns under varying conditions. …”
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APPA: An adaptation path planning algorithm for real-time obstacle avoidance in multi-robot systems by Jianzhi Jin, Mou Wu, Ping Fan, Guonian Jin

“…While deep reinforcement learning approaches like ALAN excel in static environments through neural network-based policy learning, APPA’s non-parametric uncertainty modeling provides superior adaptability in dynamic scenarios with unpredictable obstacle patterns, achieving 94% success rate compared to ALAN’s 52% in high-density dynamic environments. …”
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Targeted induction of endoplasmic reticulum stress induces cartilage pathology. by M Helen Rajpar, Ben McDermott, Louise Kung, Rachel Eardley, Lynette Knowles, Mel Heeran, David J Thornton, Richard Wilson, John F Bateman, Richard Poulsom, Peter Arvan, Karl E Kadler, Michael D Briggs, Raymond P Boot-Handford

“…Hypertrophic chondrocyte differentiation and osteoclast recruitment were significantly reduced indicating that the hypertrophic zone was expanded due to a decreased rate of VEGF-mediated vascular invasion of the growth plate. …”
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DETEKSI DINI KOMPLIKASI KEHAMILAN, PERILAKU HIDUP BERSIH DAN SEHAT SERTA DETEKSI DINI GANGGUAN PERTUMBUHAN DAN PERKEMBANGAN BAYI DAN BALITA DI WILAYAH KERJA PUSKESMAS PEGAMBIRAN KO... by Aldina Ayunda Insani, Erda Mutiara, Fitrisia Amelin, Yulizawati Yulizawati, Lusiana El Sinta Bustami, Feni Andriani

“… Puskesmas Pegambiran is located in Lubuk Begalung Sub-district, Padang City has five villages with a pregnancy complication rate of 19.9% and neonatal complications of 11.74% (2016). …”
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Stand density and productivity of sainfoin by S. A. Ignatiev, A. A. Regidin, N. S. Kravchenko, K. N. Goryunov

“…Conditions in the south of the Rostov region made it possible to obtain seedlings with a plant density of 309–313 pcs/m2 with a field seed germination rate of 75.2–80.2 %. In the second year of sowing, the plant stand density varied from 198 pcs/m2 to 251 pcs/m2. …”
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Open Deep Venous Arterialization for No-Option Chronic Limb-Threatening Ischemia: A Variable and Adaptable Technique by Yaman Alsabbagh, Young Erben, Houssam Farres

“…Background: Patients with no-option chronic limb-threatening ischemia (NoCLTI), lacking suitable distal arteries for conventional revascularization, face major limb amputation. The 1-year mortality rate after major amputation is 48.3%, increasing to 70.9% in 3 years. …”
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An Ecological Analysis of HPV Vaccination in the United States Before and During the COVID‐19 Pandemic by Age, Sex, and Urbanicity Using Private Insurance Claims Data by Milkie Vu, Jingjing Li, Kai Hong, Jennifer W. Kaminski, Bo‐Hyun Cho, Yoonjae Kang

“…The relative percent change in rate in 2022 relative to 2019 was −6.0% among children, −38.3% among adolescents, and −42.5% among young adults. …”
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Inhibition and kinetic studies on purified peroxidase from rhizome of turmeric (Curcuma longa L.) by Omowumi Funke Adedugbe, Olutosin Samuel Ilesanmi, Victory Ayo Olagunju, Ayodele O. Kolawole

“…These led to first-order rate constant, kcat/Km of 0.49 × 106 M−1 s−1. All the inhibitors had inhibitory effect on the activity of ClP at varying concentrations. …”
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Monitoring Fast-Growing Megacities in Emerging Countries Through the PS-InSAR Technique: The Case of Addis Ababa, Ethiopia by Eyasu Alemu, Mario Floris

“…The results demonstrate the presence of areas affected by a vertical rate of displacement of up to 21 mm/year and a maximum displacement of about 13.50 cm. …”
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Progress and trends on machine learning in proteomics during 1997-2024: a bibliometric analysis by Chao Tan, Hao Liu, Zhen Zhang, Xinyu Liu, Yinquan Ai, Xiumin Wu, Enlin Jian, Yongyan Song, Jin Yang

“…After data cleaning and de-duplication, analyses were conducted on keyword co-occurrence, citation networks, leading journals, influential authors, and institutional collaboration patterns to construct a comprehensive landscape of ML applications in proteomics.ResultsThe number of publications has grown exponentially since 2010, with an average annual growth rate of 12.53% and a notable surge of 65.14% occurring between 2019 and 2020. …”
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Genome-wide identification of the phosphofructokinase gene family in maize (Zea mays L.) and their expression levels under abiotic stress and phytohormones by Weichao Fu, Delong Fan, Shenkui Liu, Yuanyuan Bu

“…Abstract Background Phosphofructokinase (PFK) is the primary rate-limiting enzyme and regulatory site of the glycolysis process, which is crucial for plant growth and the regulation of stress response. …”
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Modeling Sports Engagement: A Game Refinement Theory Perspective on Game Length and Scoring Frequency by Muhammad Numan, Hiroyuki Iida, Mohd Nor Akma Khalid

“…Soccer, in contrast, exhibits a low scoring rate and a GR value above the ideal range, reflecting higher unpredictability and reduced fairness. …”
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Ensemble Learning-Based Metamodel for Enhanced Surface Roughness Prediction in Polymeric Machining by Elango Natarajan, Manickam Ramasamy, Sangeetha Elango, Karthikeyan Mohanraj, Chun Kit Ang, Ali Khalfallah

“…First, a classifier (Logistic Regression or XGBoost, selected based on performance) categorizes machining data into distinct regimes based on cutting Speed (Vc), feed rate (f), and depth of cut (ap) as inputs. This classification leverages output discretization to mitigate data imbalance and capture regime-specific patterns. …”
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Biogas Production Using Flexible Biodigester to Foster Sustainable Livelihood Improvement in Rural Households by Charles David, Venkata Krishna Kishore Kolli, Karpagaraj Anbalagan

“…The study focuses on optimizing critical parameters, including the input feed rate, gas production patterns, holding time, biodigester health, gas quality, and liquid manure yield. …”
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Predicted impact of mass drug administration on the development of protective immunity against Schistosoma haematobium. by Kate M Mitchell, Francisca Mutapi, Takafira Mduluza, Nicholas Midzi, Nicholas J Savill, Mark E J Woolhouse

“…This implies that disease burden may temporarily increase following discontinuation of treatment, even in the absence of any reduction in the overall transmission rate. If MDA was additionally assumed to reduce transmission, a larger overshoot was seen across a wide range of parameter combinations, including those with longer-lived protective immunity. …”
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