Changes in Tropospheric Nitrogen Dioxide Vertical Column Densities over Japan and Korea during the COVID-19 Using Pandora and MAX-DOAS by Yongjoo Choi, Yugo Kanaya, Hisahiro Takashima, Kihong Park, Haebum Lee, Jihyo Chong, Jae Hwan Kim, Jin-Soo Park

“…By applying generalized boosted models to exclude meteorological and seasonal effects associated with NO2 TropVCD variations, we revealed that the decreasing trend from 2019 to 2020 was much steeper than that from 2015 to 2020 (a factor of two), and a significant change was identified in January 2020, when the first cases of COVID-19 were observed in both Korea and Japan. …”
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Emotion dysregulation in adolescents is normalized by ADHD pharmacological treatment by Krisztina Kondi, Mária Takács, Evelyn Kovács-Posta, Claudia Szajli, Tünde Sebők-Welker, János M. Réthelyi, Nóra Bunford

“…Conclusions ADHD pharmacotherapy may have a boosting effect on longitudinal changes in parent-reported ED and a normalizing effect on concurrent measures of self-reported ED in adolescents.…”
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Design a Robust DDoS Attack Detection and Mitigation Scheme in SDN-Edge-IoT by Leveraging Machine Learning by Habtamu Molla Belachew, Mulatu Yirga Beyene, Abinet Bizuayehu Desta, Behaylu Tadele Alemu, Salahadin Seid Musa, Alemu Jorgi Muhammed

“…We evaluated four popular classifiers (K-Nearest Neighbor (K-NN), Random Forest (RF), eXtreme Gradient Boosting (XGBoost), and FeedForward Neural Network (FFNN)) on benchmark datasets CICIDS2017 and Edge-IIoTset, conducting both binary and multi-class classifications. …”
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Effect of melatonin on the contents of fatty acids and antioxidants of saffron by Mohammad Mehdi Samim, Ali Sorooshzadeh, Ali Mokhtassi-Bidgoli, Mohammad Sadegh Sabet

“…In conclusion, the 100 μM melatonin treatment was found to be the most effective in enhancing plant greenness, modifying fatty acid composition, boosting antioxidant enzyme activity, and increasing total protein content. …”
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From strain to strength: a yearlong study on the transformative influence of inner engineering online program on mental well-being by Ashwin Swaminathan, Braiden DeSchryver, Akila Rayapuraju, Julianna Barbaro, Hibiki Orui, Balachundhar Subramaniam, Preeti Upadhyay Reed

“…The global PSQI score reduced at the week 6 timepoint by 1.3 (95% C.I. 0.49–2.0, p < 0.01) with medium effect size and was sustained until 1 year.DiscussionWithin 6 weeks of participating in IECO, regular practice of SMK significantly reduced stress, improved sleep quality, and boosted mindfulness. These benefits were sustained for at least a year with continued practice, suggesting that this practice is an effective path to maintaining general well-being.Clinical trial registrationClinicalTrials.gov, trial identification number NCT04189146.…”
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Early embryonic thermal programming and post-hatch flavonoid (Scutellaria baicalensis) supplementation enhanced immune response markers in broiler chickens by Sadid Al Amaz, Md Ahosanul Haque Shahid, Rajesh Jha, Birendra Mishra

“…When combined with baicalein, TM mitigated the negative effects of heat stress by boosting key immune-related gene expression in the spleen, bursa, and thymus.…”
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The role of continuous monitoring in acute-care settings for predicting all-cause 30-day hospital readmission: A pilot study by Michael Joseph Pettinati, Kyriakos Vattis, Henry Mitchell, Nicole Alexis Rosario, David Michael Levine, Nandakumar Selvaraj

“…This pilot study suggests continuous vital signs and activity data, when added to episodic physiological monitoring, boosts performance. The HOSPITAL score shows low predictive power for readmission in this population. …”
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A Study on Canopy Volume Measurement Model for Fruit Tree Application Based on LiDAR Point Cloud by Na Guo, Ning Xu, Jianming Kang, Guohai Zhang, Qingshan Meng, Mengmeng Niu, Wenxuan Wu, Xingguo Zhang

“…During model construction, the study optimized the hyperparameters of partial least squares regression (PLSR), backpropagation (BP) neural networks, and gradient boosting decision trees (GBDT) to build canopy volume measurement models tailored to the dataset. …”
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Machine learning-driven solar irradiance prediction: advancing renewable energy in Rajasthan by Aayushi Tandon, Amit Awasthi, Kanhu Charan Pattnayak, Aditya Tandon, Tanupriya Choudhury, Ketan Kotecha

“…Various machine learning models were tested and compared for solar irradiance prediction, including Linear Regression, Random Forest, Decision Trees, Support Vector Machines, and Gradient Boosting. Results suggest, linear regression model demonstrates the best training and validation results, with a minimal difference of just 0.02 between the training and validation datasets. …”
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Improvement of Citrus Yield Prediction Using UAV Multispectral Images and the CPSO Algorithm by Wenhao Xu, Xiaogang Liu, Jianhua Dong, Jiaqiao Tan, Xulei Wang, Xinle Wang, Lifeng Wu

“…To accurately and quickly predict citrus yield, this study obtained multispectral images of citrus fruit maturity through an unmanned aerial vehicle (UAV) and extracted multispectral vegetation indices (VIs) and texture features (T) from the images as feature variables. Extreme gradient boosting (XGB), random forest (RF), support vector machine (SVM), gaussian process regression (GPR), and multiple stepwise regression (MSR) models were used to construct citrus fruit number and quality prediction models. …”
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Machine Learning-Based Prediction of Ecosystem-Scale CO₂ Flux Measurements by Jeffrey Uyekawa, John Leland, Darby Bergl, Yujie Liu, Andrew D. Richardson, Benjamin Lucas

“…We found that Extreme Gradient Boosting (XGBoost) consistently produced the most accurate predictions (Root Mean Squared Error of 1.81 μmolm⁻²s⁻¹, R² of 0.86). …”
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Diagnosis Osteoporosis Risk: Using Machine Learning Algorithms Among Fasa Adults Cohort Study (FACS) by Saghar Tabib, Seyed Danial Alizadeh, Aref Andishgar, Babak Pezeshki, Omid Keshavarzian, Reza Tabrizi

“…Methods We analysed the data related to osteoporosis risk factors obtained from the Fasa Adults Cohort Study in eight ML methods, including logistic regression (LR), baseline LR, decision tree classifiers (DT), support vector classifiers (SVC), random forest classifiers (RF), linear discriminant analysis (LDA), K nearest neighbour classifiers (KNN) and extreme gradient boosting (XGB). For each algorithm, we calculated accuracy, precision, sensitivity, specificity, F1 score and area under the curve (AUC) and compared them. …”
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Effectiveness of Non-Governmental Organizations on Social Service Delivery: A Case Study of Uganda Red Cross Society Kabale District. by Aharizira, Zackaria

“…It concludes with recommendations like environmental protection should be ensured in the study area as it has backward and forward linkages with development like boosting agriculture and improving health conditions, ensuring the health of the population is the basement for development. …”
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SACCOs and Agricultural Production in Uganda: A Case Study of Kitenga Village in Kebisoni Sub-County Rukungiri District. by Nitwikiriza, Racheal

“…The study revealed the effects of the SACCOS loans on agricultural development in the Kebisoni sub-county, Rukungiri district and these included helping farmers to send their children to school and empowering the marginalized families, boosting food production, offering advisory services to farmers, SACCOS offering educative programs to farmers about better methods of farming, provision of emergency housing loans, SACCOS helps in Saving and mobilization, poverty reduction and strengthening of economic resilience, promote agribusiness enterprise. …”
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Urethra-sparing prostate cancer radiotherapy: Current practices and future insights from an international survey by Jennifer Le Guévelou, Paul Sargos, Piet Ost, Filippo Alongi, Stefano Arcangeli, Alejandro Berlin, Pierre Blanchard, Anna Bruynzeel, Olivier Chapet, Alan Dal Pra, Robert T. Dess, Matthias Guckenberger, Andrew Loblaw, Amar U. Kishan, Barbara Alicja Jereczek-Fossa, David Pasquier, Mohamed Shelan, Shankar Siva, Alison C. Tree, Costantinos Zamboglou, Stephane Supiot, Vedang Murthy, Thomas Zilli

“…When delivering stereotactic body radiotherapy (SBRT), urethra-sparing with dose hotspot limitation (urethra steering) is recommended by 70 % of the experts, in particular when combined with focal boosting (91 %). Urethra dose-reduction is also the favored approach for salvage prostate reirradiation with SBRT (70 % agreement). …”
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Assessing subtle changes in arid land river basin ecological quality: A study utilizing the PIE engine platform and RSEI by Aizemaitijiang Maimaitituersun, Han Yang, Nuerbiye Aobuliaisan, Kamuran Maimaitiaili, Ouyang Chenyu

“…Interactions among factors boosted RSEI’s explanatory power; 4. Urban expansion in the URB, driven by unused land development, pivotal for improving EQ. …”
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Hydrothermal conditions dominated sensitivity and lag effect of grassland productivity in Yunnan Province, China: Implications for climate change by Yan Fang, Long Wan, Jing Tong, Guijing Li, Jing Pang, Enfu Chang, Linglan Chen, Zixuan Shi

“…Notably, the central Yunnan Plateau region boasted the highest productivity growth rate, reaching 7.67 gC·m−2·a−1. …”
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Investigating BLS instructors’ ability to evaluate CPR performance: focus on compression depth, rate, and recoil by Shih-Jhan Lin, Chih-Jan Chang, Shao-Chung Chu, Ying-Hsin Chang, Ming-Yuan Hong, Po-Chang Huang, Chia-Lung Kao, Chih-Hsien Chi

“…By improving the accuracy of these evaluations, the training can be better tailored to increase the effectiveness of life-saving interventions, potentially boosting survival rates in out-of-hospital cardiac arrest scenarios.…”
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Effects of Dietary Iron Levels on the Production Performance, Nutrient Digestibility, Blood Biochemistry, and Meat and Fur Quality of Growing Rex Rabbits by Jiali Chen, Jiyuan Wang, Lei Liu, Fuchang Li

“…In conclusion, dietary Fe supplementation boosted growth performance, protein and nitrogen digestibility, Fe stores, and meat and fur quality in Rex rabbits. …”
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Kefir Prevents Adipose Tissue Growth Through the Induction of Apoptotic Elements in High-Fructose Corn Syrup-Fed Rats by Esra Aslan, Gokhan Sadi, Hilal Guzel, Cigdem Karaca, Omer Adil Korkmaz, Mine Kanat Pektas, Mehmet Celegen, Tugce Aladag, Seyma Oncu, Mehmet Bilgehan Pektas

“…The indirect terminal deoxynucleotidyl transferase dUTP nick-end labeling (TUNEL) method was used to assess changes in apoptotic cells, and hematoxylin/eosin staining to determine adipocyte number and diameter. Accordingly, HFCS boosted protein kinase B (Akt) and p-Akt while reducing nuclear factor κB (NF-κB), and tumor necrosis factor alpha (TNFα) levels and kefir treatment restored Akt induction in HFCS-treated rats despite raising NF-κB, and TNFα. …”
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