A predictive framework using advanced machine learning approaches for measuring and analyzing the impact of synthetic agrochemicals on human health by Sahezpreet Singh, Puneet Kaur, Inderdeep Kaur, Gurpreet Singh, Satinder Kaur, Parminder Kaur

“…This study investigates the impact of synthetic agrochemicals on human health using advanced machine learning techniques, leveraging multi-level feature selection, hybrid ensemble learning, SHAP, and custom loss function to improve prediction accuracy. …”
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Targeting Amyloid Pathology in Early Alzheimer’s: The Promise of Donanemab-Azbt by Nadia Khartabil, Ayda Awaness

“…It specifically targets and reduces amyloid beta plaques, a hallmark of the disease, potentially slowing progression and preserving cognitive function. However, its administration requires careful patient selection, including genetic testing for ApoE ε4 status, to mitigate risks of ARIA. …”
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Genome-Wide Identification, Evolutionary Expansion, and Expression Analyses of Aux/IAA Gene Family in <i>Castanea mollissima</i> During Seed Kernel Development by Yujuan Tian, Jingmiao Huang, Jinxin Wang, Dongsheng Wang, Ruimin Huang, Xia Liu, Haie Zhang, Jingzheng Zhang, Xiangyu Wang, Liyang Yu

“…Auxin/induced-3-acetic acid (Aux/IAA) serves as a key regulator in the auxin signaling pathway of plants, which exhibits crucial functions in the development of plants. However, the Aux/IAA gene family has not yet been characterized in the genome of <i>Castanea mollissima</i>, an important food source in the Northern Hemisphere. …”
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From Clusters to Communities: Enhancing Wetland Vegetation Mapping Using Unsupervised and Supervised Synergy by Li Wen, Shawn Ryan, Megan Powell, Joanne E. Ling

“…This study addresses these challenges by developing a scalable vegetation classification framework that integrates cluster-guided sample selection, Random Forest modelling, and multi-source remote-sensing data. …”
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Labour Productivity in Medical Institutions as an Object of Scientific Analysis by A. N. Popsuyko, E. A. Batsina, G. V. Artamonova, E. A. Morozova

“…The authors analyzed sources of home and foreign literature, normative documents for the period 2010–2019 dealing with this problem and practices of public health system functioning. …”
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Introduction to ORC–VCC Systems: A Review by Tomasz Suchocki

“…The key innovation lies in the development of an advanced coupling mechanism that seamlessly connects the ORC and VCC, enabling more efficient utilization of low-grade heat sources. By optimizing working fluid selection and implementing a shared shaft connection between the ORC turbine and VCC compressor, the system achieves dual functionality—simultaneous electricity generation and cooling—with higher efficiency than conventional methods. …”
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Data-driven predictive models for sustainable smart buildings by Prabhu Rajaram, Gnana Swathika O․V․

“…The integration of renewable energy sources in smart buildings fosters a synergistic relationship between clean energy generation and smart energy management systems. …”
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Battery Energy Storage System Placement And Sizing In Distribution Networks by Sorokin Dmitry

“…The methodology is applicable to BESS which implement the functions of ensuring the reliability of power supply to consumers (use of BESS as a backup or emergency source of power supply), as well as the function of regulating voltage levels in the electrical network (regulating reactive power by the BESS inverter).…”
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Effectiveness of telerehabilitation in postoperative outcomes in patients on hip fracture surgery: a meta-analysis of randomized controlled trials by Huangyi Xiao, Wenshu Zeng, Lanmo Lu, Jiankun Yuan, Ziyu Yan, Jun Wang

“…An outcome measure related to hip function, functional independence, anxiety levels, walking ability, quality of life, and treatment adherence were eligible. …”
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Significance of the pineal gland hormone melatonin in maintaining the health of women of reproductive age (a review) by M. V. Danilova, E. N. Usoltseva

“…In our search, we prioritized the free access to full text articles. The selection of sources was limited to the period from 2012 to 2019.Results. …”
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Comparative efficacy of robotic exoskeleton and conventional gait training in patients with spinal cord injury: a meta-analysis of randomized controlled trials by Shengye Liu, Fangyuan Chen, Jianqiao Yin, Guanqi Wang, Liyu Yang

“…Study selection Eligible randomized controlled trials contained information on the population (SCI), intervention (REGT), and outcomes (walking speed and distance, walking balance, functional scores for SCI rehabilitation, respiratory function). …”
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Diagnostic potential of the B9D2 gene in colorectal cancer based on whole blood gene expression data and machine learning by Zhaorui Wang, Yongcheng Fu, Haozhe Zhang, Na Liu, Ningjing Lei

“…The B9D2 gene, which is essential for ciliary function, has been rarely explored in CRC. This study is the first to investigate the diagnostic potential of B9D2 in CRC, using bioinformatics and machine learning to uncover its novel role in early detection, with implications for clinical translation. …”
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3D-MRI brain glioma intelligent segmentation based on improved 3D U-net network. by Tingting Wang, Tong Wu, Defu Yang, Ying Xu, Dongyang Lv, Tong Jiang, Hengjiao Wang, Qi Chen, Shengnan Xu, Ying Yan, Baoguang Lin

“…This method offers significant guidance for medical diagnosis, grading, and treatment strategy selection.<h4>Methods</h4>Glioma case data were sourced from the BraTS2023 public dataset. …”
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Regenerative Cartilage Treatment for Focal Chondral Defects in the Knee: Focus on Marrow-Stimulating and Cell-Based Scaffold Approaches by Filippo Migliorini, Francesco Simeone, Tommaso Bardazzi, Michael Kurt Memminger, Gennaro Pipino, Raju Vaishya, Nicola Maffulli

“…Given the limited regenerative capacity of hyaline cartilage, biologically based surgical strategies have emerged to promote tissue repair and restore joint function. This narrative review critically examines current treatment approaches that rely on autologous cell sources and scaffold-supported regeneration. …”
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Liver transplantation from 73-year-old cadaveric donor by M. N. Kornilov, M. G. Minina, I. A. Miloserdov, D. N. Kruglov, R. S. Chaikin, A. G. Malakhov, S. I. Zubenko, S. V. Gautier

“…Deceased donor organs are the prevailing source in most transplantation centers. However, there is an organ shortage because of the increasing number of patients in need of transplantation. …”
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Integrating Food Preference Profiling, Behavior Change Strategies, and Machine Learning for Cardiovascular Disease Prevention in a Personalized Nutrition Digital Health Interventio... by Hana Fitria Navratilova, Anthony David Whetton, Nophar Geifman

“…Intervention functions were designed using the Behavior Change Wheel, and behavior change techniques were selected for the DHI features. …”
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Antibiotics and Antimicrobial Resistance Genes in a Gut Microbiota as a Reservoir—A Review by Bismark Dabuo, Abudu Abubakari, Frances Ellen Sankah, Hannah Aryeley Aryee

“…This emphasizes how important it is that we understand how the human body functions on the inside as well as the outside sources of infections. …”
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The therapeutic validity and effectiveness of physiotherapeutic exercise following total hip arthroplasty for osteoarthritis: A systematic review. by Annet Wijnen, Sjoukje E Bouma, Gesine H Seeber, Lucas H V van der Woude, Sjoerd K Bulstra, Djordje Lazovic, Martin Stevens, Inge van den Akker-Scheek

“…Characteristics of the physiotherapeutic exercise interventions and results about joint and muscle function, functional performance and self-reported outcomes were extracted.…”
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Reactualizing Classical Islamic Power: Reinterpreting Al-Mawardi in Post-Reform Indonesian Democracy by Jafar Ahmad

“…Al-Mawardi, through the institution of ahl al-halli wa al-‘aqdi, provides a theoretical foundation for community representation in the leadership selection process, which functionally resembles elections in a democratic system. …”
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Construction of an Ecological Security Structure in Fuzhou City of Jiangxi Provicne Based on an MCR Model by Chen Qun, Liu Pinghui, Zhu Chuanmin

“…The importance of a biodiversity maintenance function, global hydrological analysis, ecological protection red line, and natural protection were used to identify ecological sources using the MCR model and spatial analysis tools in ArcGIS. …”
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