Human Blood Non-Classical/Classical Monocyte Cells Are Heterogeneously Presented in Severe COVID-19 and Correlate with Disease Activity by Danhong Zhou, Yu Shen, Suxian Jing, Dong Qiu, Yang Wang, Qiuxia Qu, Cheng Chen

“…These findings have implications toward optimizing evaluation in severe COVID-19, and developing strategies that target altered balance of NC/CL cell subsets. …”
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Super Resolution Reconstruction of Mars Thermal Infrared Remote Sensing Images Integrating Multi-Source Data by Chenyan Lu, Cheng Su

“…It optimizes the quality of existing data, increasing the resolution of the original thermal infrared images by four times. …”
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Clinical, Radiological and Pathological evaluation of breast lumps: a crosssectional study from a tertiary care hospital of north-east India by Kaushik Datta, Kaushik Datta, Susmita Dutta

“…These findings emphasize the importance of structured diagnostic protocols to optimize patient outcomes.   …”
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Research on Physical Layer Security Performance of Hybrid RF/FSO System Based on RIS Assistance under FSO Eavesdropping Environment by Sun Qingjie, Dexian Yan, Yi Wang

“…The results showed that the interference signal-to-noise ratio, time switching factor and energy conversion efficiency of the wireless power supply jammer, the increase in the number of RIS reflective elements, good weather conditions and better detection methods, etc. All influencing factors can improve physical layer security performance, which also lays a theoretical foundation for the application of hybrid RF/FSO systems where eavesdropping exists in both RF links and FSO links.…”
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Nanobodies in animal infectious disease control: diagnosis and therapy by Jing Wang, Tiejin Tong, Qiang Wu

“…Challenges remain in Nb affinity optimization, intracellular delivery, and in vivo half-life. …”
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Internet of Things and Smart Technologies in Oral Health: Trends, Impacts, and Challenges by Susana J. Calderon, Stephen Mujeye Sr, Melissa I. Calvillo

“…The most common research strategy was design and creation, followed by experimental methods. Design and creation of smart technologies in oral health are in a phase of measurement optimization using IoT which is being used for prevention, early detection, monitoring, and treatment of dental disease as well as silent communication devices. …”
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Modern epidemiological features of viral acute intestinal infections in children and adolescents of Sakhalin region by E. Yu. Sapega, L. V. Butakova, O. E. Trotsenko

“…Obtained results confirm the epidemiological significance of viral gastroenteritis and the necessity of anti-epidemic measures optimization.…”
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Rib and Sternum Fractures From Falls: Global Burden of Disease and Predictions by Zhanghao Huang, Jun Zhu

“…For patients, this helps lower disease risk and reduce the overall disease burden in affected areas. Methods: We analyzed health patterns in 204 countries using GBD 2021 methodologies and conducted separate analyses of disease burden in China and worldwide. …”
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Molecular docking study and pharmacokinetic insights of rifampicin in pure and capsule dosage forms by Nahla A. Alassaf, Azhar S. Hamody, Majid S. Jabir, Suresh Ghotekar, Ayman A. Swelum

“…The developed method’s linearity, detection limit, quantification limit, precision, repeatability, and accuracy were all statistically and experimentally validated. …”
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Cardiac magnetic resonance imaging in mortality risk stratification of patients with pulmonary hypertension by N. S. Goncharova, A. V. Ryzhkov, K. B. Lapshin, A. F. Kotova, O. M. Moiseeva

“…The use of cardiac MRI in low-risk patients can significantly improve the early detection of right ventricular myocardial dysfunction and contribute to the timely optimization of PH-specific therapy. …”
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Fouling of Reverse Osmosis (RO) and Nanofiltration (NF) Membranes by Low Molecular Weight Organic Compounds (LMWOCs), Part 2: Countermeasures and Applications by Yasushi Maeda

“…Effective fouling prevention relies on pretreatment, early detection, cleaning, optimized operation, and in situ membrane modification. …”
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Federated Learning for Human Pose Estimation on Non-IID Data via Gradient Coordination by Peng Ni, Dan Xiang, Dawei Jiang, Jianwei Sun, Jingxiang Cui

“…Moreover, on the self-constructed dataset, FedGH reaches over 98% accuracy in the keypoint heatmap regression model within the first 10 rounds and remains stable between 98% and 100% thereafter. This method effectively mitigates gradient conflicts in non-IID environments, providing a more robust optimization solution for distributed human pose estimation.…”
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Robust Optical and SAR Image Matching via Attention-Guided Structural Encoding and Confidence-Aware Filtering by Qi Kang, Jixian Zhang, Guoman Huang, Fei Liu

“…Additionally, a match-aware multi-task loss function jointly enforces spatial consistency, affine invariance, and structural coherence for end-to-end optimization. Experiments on public datasets (SEN1-2 and WHU-OPT-SAR) and a self-collected Gaofen (GF) dataset demonstrated that ACAMatch significantly outperformed existing state-of-the-art methods in terms of the number of correct matches, matching accuracy, and inference speed, especially under challenging conditions such as resolution differences and severe structural distortions. …”
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A Multiplatform Approach for Chlorophyll Level Estimation for Irish Lakes by Minyan Zhao, Fiachra O'Loughlin

“…The results of these 12 single-sensor algorithms (3 machine learning methods × 4 remote sensing platforms) indicate that MODIS Aqua achieved the highest average performance metric, likely due to its design, which is specifically optimized for the derived water color. …”
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Applications of Machine Learning in Human Factors and Ergonomics: A Comprehensive Review of Research From the Past Decade by Erman Cakit, Waldemar Karwowski

“…KNN, when optimized for k-values, yielded accuracy rates exceeding 90% in ergonomic applications. …”
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CD4+ cells mitochondrial membrane potential in mild and moderate asthma by Elena V. Kondratyeva, Tatyana I. Vitkina

“…The assessment of the redistribution of MMP levels of CD4+ cells provides an opportunity for the early detection of energy metabolism disorders in BA, which will allow optimizing the prevention of pathology progression. …”
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Research on Coordinated Oscillation Control Strategy of AC/DC Hybrid Distribution Network Based on Mixed-Integer Linear Programming by Shumin Sun, Peng Yu, Jiawei Xing, Yuejiao Wang, Song Yang

“…In addition, when simulating a single-phase fault, compared with the case without this method, this method can locate the fault area more accurately and significantly improve the reliability of fault detection. …”
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Paternal identification of mango controlled-pollination seedling progenies based on fluorescent SSR markers by YAN Jinyuan, ZHENG Bin, WANG Songbiao, MA Xiaowei, XU Wentian, XIE Kunliang, WU Hongxia

“…The paternal analysis used the maximum likelihood method, and the implementation of the maximum likelihood method was based on Cervus V3.07 software. …”
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Unveiling the Spatial Variation in Ecosystem Services Interactions and Their Drivers Within the National Key Ecological Function Zones, China by Tingjing Zhang, Quanqin Shao, Haibo Huang

“…We assessed and validated five key ES in the National Key Ecological Function Zones (NKEFZs) of China—net primary productivity (NPP), soil conservation (SC), sandstorm prevention (SP), water retention (WR), and biodiversity maintenance (BM). By integrating the optimal parameter geographical detector with constraint line methods, we further explored the complex responses of ES interactions to driving factors across different functional zones. …”
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The role of mutation testing in patients with chronic myeloid leukemia in chronic phase after imatinib failure and their outcomes after treatment modification: Single-institutional... by Puligundla Krishna Chaitanya, Karnam Ashok Kumar, Bala Stalin, Gundeti Sadashivudu, Maddali Lakshmi Srinivas

“…Imatinib dose hike to the failure cases resulted in optimal hematological response rates.…”
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