Ultra-rapid lispro or fast-acting aspart compared to standard insulin lispro and aspart using closed-loop insulin therapy: a systematic review and meta-analysis of randomized contr... by Mohamed Saad Rakab, Rahma Mogahed Rateb, Basel Hatem Elsalakawi, Bashar M. Al Zoubi, Abubakar Nazir, Mutaz Moath Abu-Laila, Abdelrahman Sherif Ghanem, Alaa Maamoun, Mohab Mattar, Basma Ataallah, Brian T. Layden, Brian T. Layden, Abeer M. Mahmoud, Abeer M. Mahmoud

“…This meta-analysis assesses the efficacy and safety of combining URAI with HCL systems in maintaining the euglycemic range and reducing glycemic excursions.MethodsWe systematically searched PubMed, Scopus, Cochrane Library, Web of Science, and related article citations for relevant studies. …”
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Meat species authentication using portable hyperspectral imaging by Yuewen Yu, Yuewen Yu, Wei Chen, Wei Chen, Wei Chen, Dongjie Zhao, Dongjie Zhao, Hanwen Zhang, Hanwen Zhang, Wenliang Chen, Wenliang Chen, Rong Liu, Rong Liu, Chenxi Li, Chenxi Li

“…To improve generalization, the model transfer method was also developed to achieve model sharing across instruments, providing a reliable solution for rapid assessment of meat species.ResultsThe results demonstrate that the model transfer method can effectively correct the spectral differences due to instrument variation and improve the robustness of the model. …”
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Near-Field Microwave Sensing for Chip-Level Tamper Detection by Maryam Saadat Safa, Shahin Tajik

“…These changes manifest as measurable variations in the sensor’s scattering parameters. By monitoring these variations, our approach enables robust and cost-effective physical integrity verification requiring neither physical contact with the chips or printed circuit board (PCB) nor activation of the underlying malicious circuits. …”
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Fractional order control of Wind Energy Conversion System based on DFIG by Samir Metatla, Ali Nesba, Youcef Soufi

“…Second, the used fractional order controllers are designed using an analytical design method based on frequency domain specifications, namely phase margin, robustness to gain variations and gain limitation at the crossover frequency. …”
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Cyber-Physical System Interface for Implantable Esophageal Prosthesis by Ana Magdalena Anghel, Teodora Mîndra

“…The paper discusses the sensors, hardware and software components supporting a wide range of applications, and the method chosen for sensor-to-display flow. The case study demonstrates two monitoring system applications: one analyzes the influence of variations in the prosthesis geometry, while the other evaluates the tissue response to the implant. …”
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Comprehensive Analysis of a Parcel-Level Crop Mapping (PARCM) Framework From the Perspective of Spatial Heterogeneity and Spatiotemporal Transferability by Chen Wang, Jiaqi Chen, Cheng Cai, Mengyu Liu, Ziming Wang, Haoyu Zhang, Huanxue Zhang

“…For PARCM, a rule-based fusion method was designed to integrate two core procedures: pixel-level crop mapping (PIXCM) using random forest and agricultural parcel extraction using a modified recurrent residual U-Net. …”
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Deep Learning-Assisted Measurement of Liquid Sheet Structure in the Atomization of Hydraulic Nozzle Spraying by Wenlong Yan, Longlong Li, Jianli Song, Peng Hu, Gang Xu, Qiangjia Wu, Ruirui Zhang, Liping Chen

“…In this study, deep learning methods with high-speed photographing were employed to measure the structural parameters of the liquid sheet of hydraulic nozzles with different atomization modes. …”
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Optimization of Sensor Targeting Configuration for Intelligent Tire Force Estimation Based on Global Sensitivity Analysis and RBF Neural Networks by Yu Zhang, Guolin Wang, Haichao Zhou, Jintao Zhang, Xiangliang Li, Xin Wang

“…Variance-based global sensitivity analysis combined with dimensional reduction methods was used to evaluate the sensitivity of acceleration, strain, and displacement responses to variations in longitudinal and lateral forces. …”
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Adaptive Neuro-Fuzzy Inference System-Genetic Algorithm approach for global maximum power point tracking in PV systems under different shading conditions by Nivine Guler, Zied Ben Hazem, Ali Gunes, Firas Saidi

“…These findings support that the ANFIS-GA approach has a high degree of flexibility, accuracy, and consistency, and it is thus an effective method in improving PV performance in a complex and dynamically varied systems.…”
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TIRDH: A Novel Three-Shadow-Image Reversible Data Hiding Algorithm Using Weight and Modulo by Li-Chian Chin, Yu-Chen Li, Hung-Mo Hsieh, Chung-Ming Wang

“…This paper introduces TIRDH, a novel three-shadow-image RDH scheme that employs weight and modulo operations to achieve high-capacity embedding while preserving image quality. The method embeds an M-ary secret message within a shadow pixel cluster using a 3-tuple weight vector, modulo operations, and a variation table to guide pixel modifications. …”
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Research on coordinated control of support system of magnetoelectric hybrid suspension belt conveyor by Kun HU, Hao JIANG, Zhuo CHEN, Jie NIU, Gang XU

“…This description, integrated with electromechanical relationships, forms the control equation for the electromagnetic forces in the hybrid suspension system. …”
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YOLO-MMCE algorithm for visual detection of engineering vehicles in high-consequence area by Huimei SUN, Lu LIU, Degang WANG, Taiyong WANG

“…In response to challenges pertaining to overlapping targets and inconspicuous features due to illumination variations, a coordinate attention (CA) mechanism was integrated into the YOLOv5 network model to amplify its feature extraction capacity. …”
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Interventions to improve mental health and well-being in care-experienced children and young people aged less than 25: the CHIMES systematic review by Rhiannon Evans, Sarah MacDonald, Robert Trubey, Jane Noyes, Michael Robling, Simone Willis, Soo Vinnicombe, Maria Boffey, Charlotte Wooders, Asmaa El-Banna, GJ Melendez-Torres

“…This approach entailed method-specific syntheses conducted in a complementary manner, which were subsequently integrated into a further review-level synthesis. …”
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Knowledge, Attitudes, and Perceptions of Chronic Patients in Saudi Arabia Regarding the Use of Artificial Intelligence to Improve Medication Adherence by Alsanosi SM, Aldajani AQ, Gheliwi HA, Alotibi MM, Bokhari GS, Almatrafi OA, Alqawlaq AK, Abujamai JZ, Shaikhomer M, Alhindi YZ, Alshanberi AM

“…To ensure effective integration, it’s crucial to address concerns related to privacy, trust, and reduced human interaction. …”
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Cycling infrastructure as a determinant of cycling for recreation and transportation in Montréal, Canada: a natural experiment using the longitudinal national population health sur... by Stephanie A. Prince, Tyler Thomas, Philippe Apparicio, Lancelot Rodrigue, Christopher Jobson, Kathryn L. Walker, Gregory P. Butler, Rania Wasfi

“…Density was not examined in models due to low variation with most buffers having no cycling infrastructure. …”
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Non-adherence to antenatal iron supplementation and its determinants among pregnant women in 35 sub-saharan African countries: a generalized linear mixed-effects modeling with robu... by Kusse Urmale Mare, Setognal Birara Aychiluhm, Getahun Fentaw Mulaw, Kebede Gemeda Sabo, Oumer Abdulkadir Ebrahim, Tsion Mulat Tebeje, Beminate Lemma Seifu

“…Abstract Background Despite the integration of iron supplementation into routine antenatal care programs as a nutritional intervention to prevent anemia in pregnant women, the use of this supplement for the recommended duration remains low in sub-Saharan Africa (SSA). …”
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Development of a Drought Monitoring System for Winter Wheat in the Huang-Huai-Hai Region, China, Utilizing a Machine Learning–Physical Process Hybrid Model by Qianchuan Mi, Zhiguo Huo, Meixuan Li, Lei Zhang, Rui Kong, Fengyin Zhang, Yi Wang, Yuxin Huo

“…Finally, we utilized this monitoring system to examine the spatiotemporal variations in drought patterns in the HHH region over the past two decades. …”
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Synthetic Patient–Physician Conversations Simulated by Large Language Models: A Multi-Dimensional Evaluation by Syed Ali Haider, Srinivasagam Prabha, Cesar Abraham Gomez-Cabello, Sahar Borna, Ariana Genovese, Maissa Trabilsy, Bernardo G. Collaco, Nadia G. Wood, Sanjay Bagaria, Cui Tao, Antonio Jorge Forte

“…These findings support the cautious, context-aware integration of LLM-generated dialogues into medical training, simulation, and research.…”
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Toward value-based care using cost mining: cost aggregation and visualization across the entire colorectal cancer patient pathway by Maura Leusder, Sven Relijveld, Derya Demirtas, Jon Emery, Michelle Tew, Peter Gibbs, Jeremy Millar, Victoria White, Michael Jefford, Fanny Franchini, Maarten IJzerman

“…Abstract Background The aim of this study is to develop a method we call “cost mining” to unravel cost variation and identify cost drivers by modelling integrated patient pathways from primary care to the palliative care setting. …”
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A Novel Multiobjective Control of DVR to Enhance Power Quality of Sensitive Load by Sathish Babu Pandu, Kamaraj Nagappan

“…A novel multiobjective function is formulated to express the control performance of the system, which is quantified using three power quality indices such as Total Harmonic Distortion (THD), voltage sag index, and RMS voltage variation. The obtained results are compared with the Proportional-Integral (PI) controller tuned by Ziegler-Nichols (ZN) method and also by Simple Particle Swarm Optimization based PI controlled DVR. …”
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