Optimizing Sunscreen Safety: The Impact of TiO₂ Particle Size on Toxicity and Biocompatibility by Adriana S. Maddaleno, Clàudia Casellas, Elisabet Teixidó, Laia Guardia-Escote, Maria Pilar Vinardell, Montserrat Mitjans

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Natural Gas Consumption Forecasting Model Based on Feature Optimization and Incremental Long Short-Term Memory by Huilong Wang, Xianjun Gao, Ying Zhang, Yuanwei Yang

“…This paper proposes a natural gas consumption forecasting model based on feature optimization and incremental LSTM. The proposed method enhances the robustness and generalization capability of the model at the data level by combining Gaussian Mixture Models to handle missing and anomalous data through modeling and sampling. …”
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Improved Isolation Optimizes Downstream Application of Extracellular Vesicles Derived from <i>Mycobacterium tuberculosis</i> by Wenjing Wang, Yue Hou, Jingfang Zhang, Zhaogang Sun, Hong Sun

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Optimized Time-domain Feature Extraction for Early Onset Diagnosis of Parkinson Disease From EEG Signals by Delshad Ghavami, Moein Radman, Ali Chaibakhsh

“…The intrinsic mode functions (IMFs) were subsequently derived using the empirical mode decomposition (EMD) technique. The second-order difference plot (SODP) method was applied to each IMF, and components with higher informational content were selected for feature extraction. …”
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A hybrid spectral prediction model for printed images based on whale-optimized deep neural network by Dongwen Tian, Dongwen Tian, Jinghuan Ge, Na Su

“…The experimental results show that our model significantly outperforms traditional methods in reducing CIEDE2000 color differences, enabling the early prediction of spectral colors in printed images and improving print image quality. …”
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Evaluation of the cecal withdrawal vocal timer in screening colonoscopies for optimizing withdrawal time and adenoma detection rate by Adam Goldman, Alon Lang, Asaf Levartovsky, Idan Levy, Ido Laish, Shomron Ben-Horin, Uri Kopylov

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Efficacy of different types of transcranial magnetic stimulation on post-stroke aphasia patients: a network meta-analysis by Pei Li, Renyan Xiao, Meng Gong, Peng Jia, Song Jin

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Optimizing operating room efficiency in robotic‐assisted total knee arthroplasty through manufacturing efficiency principles by Akito Hiraoka, Bart Swinnen, Aline Vandeputte, Willem Franssen, Geert Leirs

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Addressing Barriers Newcomer Families Face When Obtaining Routine Childhood Vaccines in Alberta, Canada by Siobhan M. Wong King Yuen, Emily J. Doucette, Caitlin Ford, Madison M. Fullerton, Ginamaria Vetro, Amanda Koyama, Jia Hu, Cora Constantinescu

“…The infographics were pilot-tested in a first-language focus group before the final product was translated into 10 different languages. <b>Results</b>: Consensus from 15 NGT workshop participants identified five key solutions to facilitate obtaining routine childhood immunizations: (1) Increasing access to reliable vaccine information; (2) Ensuring vaccine information and healthcare services are available in different languages; (3) Increasing vaccine appointment availability and optimizing the booking system for ease of navigation; (4) Increasing the role of family doctors in vaccine counseling and administration; (5) Streamlining vaccine record tracking. …”
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Durability of Thermoplastic Polyurethane Round Belt Joint with Variations in Heating Methods and Cutting Shapes by Achmad Sabilarrosyad Prawiro Kusumo, Anggit Murdani

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Multi-view affinity-based projection alignment for unsupervised domain adaptation via locality preserving optimization by Weibin Luo, Mingye Chen, Jian Gao, Yanping Zhu, Fang Wang, Chenyang Zhu

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SDGTrack: A Multi-Target Tracking Method for Pigs in Multiple Farming Scenarios by Tao Liu, Dengfei Jie, Junwei Zhuang, Dehui Zhang, Jincheng He

“…To enhance the model’s generalization in diverse tracking scenarios, we have innovatively proposed the SDGTrack method. This method improves tracking performance across various farming environments by enhancing the model’s adaptability to different domains and integrating an optimized tracking strategy, significantly increasing the generalization of group pig tracking technology across different scenarios. …”
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Evaluating Pharmacotherapy Optimization in Pharmacist-Led Management of Type 2 Diabetes Utilizing Continuous Glucose Monitors by Jasmine King, Chelsea Keedy, Joseph Crosby, Sara Little, Araven Thompson, Dallas Hardin, Kristen Pierce

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Planning and Evaluation of Bioequivalence Studies of Telmisartan Generic Drug Products by A. L. Khokhlov, D. P. Romodanovsky, A. E. Miroshnikov

“…According to the averaged values of the concentrations and pharmacokinetic profiles of telmisartan, the following areas were determined: the area of maximum exposure of telmisartan, the duration and schedule of blood sampling, to obtain the optimal pharmacokinetic profile. The most optimal method for the determination of telmisartan is HPLC MS/MS with a lower limit of quantification in the range of 0.5–3 ng/ml. …”
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Enhanced mask R-CNN for luminaire detection through brightness balancing and distribution-guided optimization in tunnels by Xiaoqiong Qin, Bintao Xu, Chenchen Wang, Lirui Liu, Linfu Xie, Rong Liu, Mingwei Hu, Xiangsheng Chen

“…Furthermore, considering the differences in luminaire brightness, their backgrounds, and regular spacing, an object brightness enhancement method based on a fixed threshold and an innovative distribution-guided optimization strategy are introduced to effectively reducing missed detections and false alarms while accurately correcting the detected luminaire positions. …”
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Visuals versus textual scales: Optimizing reliability and user experience in observational assessment of parent-child interaction by Mirte L. Forrer, Carlo Schuengel, Mirjam Oosterman

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Increasing the yield and quality indicators of eincorn grain by optimizing cultivation technology in the central part of the North Caucasus by K. M. Nazranov, N. I. Mamsirov, K. S. Mamedov, A. A. Gadieva, N. I. Perfilieva

“…The dynamics of growThe main goal of the research was to find possible methods for improving the elements of agricultural technology for cultivating spring wheat (eincorn) in the conditions of the foothill zone of Kabardino-Balkaria. …”
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Efficacy of different polypill combinations for primary and secondary cardiovascular disease prevention: a systematic review and meta-analysis by Habib Yazgi, Shivani Mattikalli, Brian Fang, Hannah Heselton, Paddy Ssentongo, Paddy Ssentongo, Michael Farbaniec

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Effect of support position on the vibration-induced damage of frame structures by Shenghao Xu, Junhong Park

“…Determining optimal support positions is a simple and cost-effective method for vibration isolation, offering significant engineering and academic value. …”
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Optimizing energy use efficiency and environmental performance in cotton and canola production using the Imperialist Competitive Algorithm by Mousa Mirmoradi, Mohammad Gholami Parashkoohi, Hamed Afshari, Ahmad Mohammadi

“…Environmental impacts also differ; canola's fertilizer use contributes more nitrogen oxides and ammonia, potentially affecting water quality, while cotton's labor-intensive methods lead to increased emissions of heavy metals and CO2. …”
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