Personalized Digital Care Pathways Enable Enhanced Patient Management as Perceived by Health Care Professionals: Mixed-Methods Study by David Rodrigues, Clara Jasmins, Ricardo Ladeiras-Lopes, Luis Patrao, Eduardo Freire Rodrigues

“…ConclusionsThe UpHill Route v3 PDCP tool is highly valued by health care professionals for its ability to support clinical decision-making and improve operational efficiency across various clinical settings. …”
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Design of a dynamic trust management and defense decision system for shared vehicle data based on blockchain and deep reinforcement learning by Jinxiang Chen, Yan Li, Jiaxing Deng, Beicheng Qin, Chengcai He, Qiangsheng Huang, Jingchun Wu

“…By combining blockchain’s decentralized storage capabilities with DRL’s dynamic optimization potential, the system demonstrates a scalable and efficient approach for distributed data analysis in complex scenarios.…”
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Quercetin combined with shTERT induces apoptosis in ovarian cancer via the P53/Bax pathway, and RGD-MSN/QR/shTERT nanoparticles enhance the therapeutic efficacy by Guojie Chen, Weiwei Song, Xing Wang, Guangyao Mao, Weifeng Hu, Rongrong Dou, He Zhu, Yongkang Zhang, Xianhua Fu, Mei Lin

“…As confirmed by the in vivo experiments, RGD-MSN/QR/shTERT possessed good targeting ability and significant OC inhibiting effect, with no adverse reactions, and improved the survival benefits. …”
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γ-Cyclodextrin hydrogel for the sustained release of josamycin for potential ocular application by Jennifer Huling, Stefan Oschatz, Helge Lange, Katharina Anna Sterenczak, Thomas Stahnke, Jana Markhoff, Oliver Stachs, Steffen Möller, Nasrullah Undre, Anita Peil, Anselm Jünemann, Niels Grabow, Georg Fuellen, Thomas Eickner

“…The crosslinked γ − cyclodextrin retained the ability to form complexes with josamycin, resulting in a 4-fold higher drug loading efficiency when compared to linear dextran hydrogels, and prolonged drug release over 4 days.…”
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Evaluating the Thermal Shock Resistance of SiC-C/CA Composites Through the Cohesive Finite Element Method and Machine Learning by Qiping Deng, Yu Xiong, Zirui Du, Jinping Cui, Cheng Peng, Zhiyong Luo, Jinli Xie, Hailong Qin, Zhimin Sun, Qingfeng Zeng, Kang Guan

“…Silicon carbide-coated carbon fiber-reinforced carbon aerogel (SiC-C/CA) composites are ideal for high-temperature applications due to their ability to endure rapid temperature changes without losing structural integrity. …”
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A strategy for cost-effective large language model use at health system-scale by Eyal Klang, Donald Apakama, Ethan E. Abbott, Akhil Vaid, Joshua Lampert, Ankit Sakhuja, Robert Freeman, Alexander W. Charney, David Reich, Monica Kraft, Girish N. Nadkarni, Benjamin S. Glicksberg

“…These results identify the limits of LLMs for effective utilization and highlight avenues for cost-efficiency at the enterprise scale.…”
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A detailed study on the physical, mechanical, structural and gamma ray shielding properties of Al2O3–Na2O–SiO2–B2O3–Bi2O3glass system by M.I. Sayyed, Ashok Kumar, Taha A. Hanafy, Yasser Maghrbi

“…The radiation protection efficiency values for Bi18 are highest, confirming their full protection ability. …”
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UPLC-Q-TOF-MS/MS analysis of pomegranate peel polyphenols and preliminary study on the biosynthesis of ellagic acid and flavonoids by Xiaoxian Lu, Zi Ye, Lijie Jiang, Lele Wen, Juzhao Liu, Qi Cui

“…Compared with acarbose, Punicalagin had a better inhibitory ability on α-glucosidase with a binding affinity of −12.2 kcal/mol and 10 hydrogen bonds were formed, indicating that Punicalagin had a potential anti-diabetic function. …”
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Deep Learning-Based Detection and Digital Twin Implementation of Beak Deformities in Caged Layer Chickens by Hengtai Li, Hongfei Chen, Jinlin Liu, Qiuhong Zhang, Tao Liu, Xinyu Zhang, Yuhua Li, Yan Qian, Xiuguo Zou

“…To address the interference caused by chicken cages, an Efficient Multi-Scale Attention (EMA) mechanism was integrated into the Spatial Pyramid Pooling-Fast (SPPF) module within the backbone network, significantly improving the model’s ability to capture fine-grained beak features. …”
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THE OPTIMISATION OF PARENTING PERSONAL POTENTIAL AS AN ASPECT OF SUPPORT FOR FAMILIES OF CHILDREN WITH MOVEMENT DISORDERS by N. A. Dubrovina, E. S. Naboichenko

“…It is highly problematic to provide the efficiency of the educational process without involving parents, especially, in the case of younger children with special healthcare needs (CSHCN). …”
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Application of multi-layer chitosan-based wound dressings in dentistry by Alexandr S. Gumenyuk, Denis I. Ushmarov, Sergey E. Gumenyuk, Tatyana V. Gaivoronskaya, Alexandr S. Sotnichenko, Karina I. Melkonyan, Yulia A. Belich, Timofey E. Grigoriev

“…The proposed chitosan-based wound dressings showed sufficient efficiency on the modelled wound process in the alveolar socket of an extracted tooth. …”
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Assessing Coastal Degradation Through Spatiotemporal Earth Observation Data Cubes Analytics and Multidimensional Visualization by Ioannis Kavouras, Ioannis Rallis, Nikolaos Bakalos, Anastasios Doulamis

“…Recently, the term data cube introduced in the scientific community and frameworks like Google Earth Engine and Open Data Cubes have emerged as a solution to earth observation data harmonization, federation, and exchange framework; however, these sources either completely lack the ability to process climate, meteorological, waves, sea lever rising, etc., data from open sources, like CORDEX and WCRP, or preprocessing is required. …”
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Integration of Sensor Data and Mathematical Modeling of Underwater Robot Behavior Using a Digital Twin by M. D. Gladyshev, A. V. Rybakov

“…It created a digital twin module with the ability to display the system state in real time. …”
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Thermal Desorption Kinetics, Binding Energies, and Entrapment of Methyl Mercaptan Ices by Suchitra Narayanan, Elettra L. Piacentino, Karin I. Öberg, Mahesh Rajappan

“…These results show that the larger relative size of MeSH compared to MeOH significantly impacts its ability to bind to water and its entrapment efficiency. …”
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Prediction of black soldier fly larval sex and morphological traits using computer vision and deep learning by Sarah Nawoya, Quentin Geissmann, Henrik Karstoft, Kim Bjerge, Roseline Akol, Andrew Katumba, Cosmas Mwikirize, Grum Gebreyesus

“…Despite the heightened interest in BSF production, there is a need for increased efficiency, particularly in the context of large-scale measurement of various traits for selective breeding as well as management optimization. …”
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Advanced ERT techniques for methane potential evaluation in controlled dump sites: A forward modeling approach by Pornchanok Boonsakul, Desell Suanburi, Sirintornthep Towprayoon, Chart Chiemchaisri, Komsilp Wangyao

“…Forward modeling confirmed the WS array's ability to provide high-resolution subsurface imaging, enhancing CH₄ hotspot detection. …”
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Information and measuring system on the basis of strain sensors based on silicon microcrystals by A. O. Druzhinin, O. P. Kutrakov, S. I. Nichkalo, V. M. Stasiv

“…The measuring channel of the developed system was based on the AVR ATmega328P microcontroller, which provides the ability to create modern high-precision distributed data gathering and display systems. …”
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Control of three-level quadratic DC-DC boost converters for energy systems using various technique-based MPPT methods by Souheyb Mohammed Belhadj, Bouziane Meliani, Habib Benbouhenni, Ilhami Colak, Z. M. S. Elbarbary, Saad F. Al-Gahtani

“…Despite its simplicity and ability to ensure voltage balance across the output capacitors, this architecture suffers several drawbacks. …”
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DistB-Condo: Distributed Blockchain-Based IoT-SDN Model for Smart Condominium by Anichur Rahman, Md. Jahidul Islam, Ziaur Rahman, Md. Mahfuz Reza, Adnan Anwar, M. A. Parvez Mahmud, Mostofa Kamal Nasir, Rafidah Md. Noor

“…These technologies provide a robust, and secured platform to meet all kinds of challenges, such as safety, confidentiality, flexibility, efficiency, and availability. This work suggests a distributed, scalable IoT-SDN with Blockchain-based NFV framework for a smart condominium (DistB-Condo) that can act as an efficient secured platform for a small community. …”
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Comparison of survey techniques on detection of northern flying squirrels by Corinne A. Diggins, L. Michelle Gilley, Christine A. Kelly, W. Mark Ford

“…ABSTRACT The ability to detect a species is central to the success of monitoring for conservation and management purposes, especially if the species is rare or endangered. …”
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