Evaluating Antibiotic Treatment Guideline Adherence to Ongoing Antibiotic Stewardship in a Tertiary Care Setting: A Retrospective Observational Study by Suman Pant, Andrew Corwin, Prabhat Adhikari, Subhash Prasad Acharya, Upasana Acharya, Sashi Silwal, Pratima Dawadi, Anil Poudyal, Vibhu Paudyal, Adisak Bhumiratana

“…This study revealed a low adherence rate despite the availability of updated guidelines for antibiotic prescriptions. …”
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The Characteristics of Energetic Electron Precipitation Based on Low Altitude FY‐3E Satellite Measurements by Yu‐Xuan Li, Chao Yue, Jianjun Liu, Zejun Hu, Qiugang Zong, Xuzhi Zhou, Shan Wang, Yixin Sun, Ying Liu, Hong Zou, Yongfu Wang, Yuguang Ye

“…Abstract This study statistically analyzes the electron precipitation patterns from 40 to 600 keV on dawnside and duskside and their correlations with geomagnetic activities and solar wind conditions based on Low‐Earth Orbit Fengyun‐3E (FY‐3E) satellite during July 2021 to May 2024. …”
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Emotion-Aware Ensemble Learning (EAEL): Revolutionizing Mental Health Diagnosis of Corporate Professionals via Intelligent Integration of Multi-Modal Data Sources and Ensemble Tech... by Gaurav Yadav, Mohammad Ubaidullah Bokhari, Saleh I. Alzahrani, Shadab Alam, Mohammed Shuaib

“…Future iterations could enhance the framework by incorporating physiological signals, such as heart rate variability and EEG data, further improving diagnostic accuracy. …”
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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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Clinical characteristics and genomic epidemiological survey of tuberculosis in Wuzhou, China, 2022 by Jianpeng Li, Manman Zhao, Weidao Huang, Xuanxuan Huang, Yongqiang Ou

“…Among 169 strains analyzed, an overall drug resistance rate of 23.1% was observed. Multidrug-resistant or rifampicin-resistant cases constituted 7.7% of the strains. …”
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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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Comparing hair-morphology and molecular methods to identify fecal samples from Neotropical felids. by Carlos C Alberts, Bruno H Saranholi, Fernando Frei, Pedro M Galetti

“…A blind test of the identification key obtained a nearly 70% overall success rate, which we considered equivalent to or better than the results of some molecular methods (probably due to DNA degradation) found in other studies. …”
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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 patterns were similar across subgroups, with certain disparities in magnitude. …”
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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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Detecting Black-Box Model Probing Attacks Through Probability Scores by Yongzhi Wang, Ahsan Habib, Likhitha Reddy Kesara, Brahmarshi Jasti, Renjie Hu, Tejasv Singh

“…Compared with existing defense methods, our classifiers can reduce the Attack Success Rate (ASR) of the OARS-enhanced attacks from 93% to 1.78%. …”
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Soil nitrate drives fine root decomposition under nitrogen addition in a subtropical forest by Guantao Chen, Yuqin Chen, Xingzhu Yao

“…Soil nitrate greatly explained the root decomposition rates among N treatments (R2 = 0.712 for lower-order roots and R2 = 0.520 for higher-order roots). …”
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