Environmental adaptations in metagenomes revealed by deep learning by Johanna C. Winder, Simon Poulton, Taoyang Wu, Thomas Mock, Cock van Oosterhout

“…In this study, we applied a transfer learning approach using the ESM-2 protein structure prediction model and our own smaller ANN to classify proteins containing the domain of unknown function 3494 (DUF3494) by their source environments. …”
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Classification and identification of medical insurance fraud:  a case-based reasoning approach by Xiaodi Liu, Shasha Zhang, Zengwen Wang, Shitao Zhang

“… Appropriate classification of medical insurance fraud events can not only be effective in preventing and combating fraud, but also greatly improve the utilization of medical resources. Due to the uncertainty inherent in medical insurance fraud, identifying and classifying the fraud are non-trivial tasks. …”
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Fast grouping fusion method of dual carbon monitoring data based on DBSCAN clustering algorithm by Rui Ma, Jiangbo Sha, Shuang Zhang, Dongge Zhu, Wenni Kang, Jia Liu

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Single Mutation in <i>iolT1</i> in <i>ptsG</i>-Deficient <i>Corynebacterium glutamicum</i> Enables Growth Boost in Xylose-Containing Media by Katharina Hofer, Lynn S. Schwardmann, Jung-Won Youn, Volker F. Wendisch, Ralf Takors

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Optimizing Power Control in Cellular and Cell-Free Massive MIMO Systems: A SVM/RBF Approach by Neda Ahmadi, Gholamreza Akbarizadeh

“…The proposed method dynamically adjusts transmission power levels of user devices based on real-time channel conditions, thereby optimizing resource utilization and system performance. Simulation results demonstrate that the SVM/RBF approach significantly outperforms the WMMSE method in both spectral efficiency and computational efficiency. …”
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A Global Attention Mechanism-Based EfficientNet Model for Road Pavement-Type Identification by Zhe-Yuan Ni, Jun-Cheng Wang

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Assessment of Fresh Water Reallocation by Treated Wastewater for Irrigation by Mohammad A. Tabieh, Emad K. Al-Karablieh, Tala H. Qtaishat, Amer Z. Salman, Nael H. Thaher, Nehaya K. Al-Karablieh, Madi T. Al-Jaghbir, Tharaa M. Al-Zghoul, Ahmad I. Jamrah

“…Despite its potential to mitigate water scarcity, concerns about soil health, crop yield, and land utilization hinder widespread adoption. The research measures farm profitability and farmers' willingness to embrace TWW through various blending scenarios with traditional surface water sources, incorporating a yield response function to salinity within the profit function. …”
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Cropland non-agriculturization and agricultural green development: Evidence from the Yangtze River Economic Belt, China by Chunxia Zhu, Yangyang Sun, Haolun Xu

“…Employing the biennial non-radial directional distance function and Luenberger index, the agricultural green total factor productivity (AGTFP) has been measured under the dual constraints of “carbon source” and “carbon sink”. …”
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From Agricultural Waste to Functional Tea: Optimized Processing Enhances Bioactive Flavonoid Recovery and Antioxidant Capacity with Multifaceted Health Benefits in Loquat (<i>Eriob... by Mingzheng Duan, Xi Wang, Jinghan Feng, Xu Xiao, Lingying Zhang, Sijiu He, Liya Ma, Xue Wang, Shunqiang Yang, Muhammad Junaid Rao

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Cardiac function surveillance practices and outcomes in patients with HER2-positive breast cancer treated with trastuzumab: a retrospective cohort study across a safety-net and ter... by Le Huang, Pratyusha Manthena, Malcolm Su, Alvin Chandra, Navid Sadeghi

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Assessment of the Integrated Communicable Disease Surveillance and Response System in Thamar Governorate, Yemen by Basem F. Abdel-Aziz, Saddam A.H. Al-Nahari, Ali A. Al-Waleedi, Shymaa M. Elshoura

“…Objectives: This study aimed to assess the IDSR system core and support functions in Thamar Governorate, Yemen. Methods: The study utilized a cross-sectional design. …”

Revisiting the Conventional Extraction of Protein Isolates from Faba Beans: Recovering Lost Protein from Sustainable Side Streams by Abraham Badjona, Robert Bradshaw, Caroline Millman, Martin Howarth, Bipro Dubey

“…SDS-PAGE and FTIR analyses confirmed the structural diversity among the recovered fractions, with albumin-rich and globulin-rich profiles exhibiting unique spectral and electrophoretic signatures. Functionally, fractions B and D exhibited superior water- and oil-holding capacities, indicating their potential utility in food formulations requiring enhanced moisture and lipid retention. …”
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Efficient implementations of a Born Series for computing photoacoustic field from a collection of erythrocytes by Ujjal Mandal, Navroop Singh, Kartikay Singh, Vinit Nana Hagone, Jagpreet Singh, Anshu S. Anand, Ben T. Cox, Ratan K. Saha

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Phosphorus Functional Genes Control Rice Yield via Microbial Biomass Phosphorus and Plant Phosphorus Uptake in a Rice–Oilseed Rape Rotation System Compared with a Rice–Wheat Rotati... by Qingyue Zhang, Weijia Yu, Min Li, Wenlong Cheng, Shengchang Huai, Yuwen Jin, Guihua Li, Ji Wu, Changai Lu

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<i>Crataegus monogyna</i> Jacq., <i>Sorbus aria</i> (L.) Crantz and <i>Prunus spinosa</i> L.: From Edible Fruits to Functional Ingredients: A Review by Cristina Tamayo-Vives, María Úbeda, Patricia Morales, Patricia García-Herrera, María Cortes Sánchez-Mata

“…Plants have historically served as key sources of nutrition and popular medicine, which persists in current applications. …”
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Combining first principles and machine learning for rapid assessment response of WO3 based gas sensors by Ran Zhang, Guo Chen, Shasha Gao, Lu Chen, Yongchao Cheng, Xiuquan Gu, Yue Wang

“…However, the conventional experimental trial and error approach poses significant challenges and resource consumption for the high throughput screening of gas sensitive materials. …”
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A novel framework for uncertainty quantification of rainfall–runoff models based on a Bayesian approach focused on transboundary river basins by Thi-Duyen Nguyen, Duc Hai Nguyen, Hyun-Han Kwon, Deg-Hyo Bae

“…These insights could provide an approach to develop more accurate and reliable water resource management strategies in global transboundary contexts.…”
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Distinct roles of plant and microbial communities in ecosystem multifunctionality during grassland degradation and restoration by Linna Ma, Chaoxue Zhang, Jinchao Feng, Chunyue Yao, Xiaofeng Xu

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A micro-costing study of mass-spectrometry based quantitative proteomics testing applied to the diagnostic pipeline of mitochondrial and other rare disorders by Francisco Santos Gonzalez, Daniella H. Hock, David R. Thorburn, Dylan Mordaunt, Nicholas A. Williamson, Ching-Seng Ang, David A. Stroud, John Christodoulou, Ilias Goranitis

“…Abstract Background Mass spectrometry-based quantitative proteomics has a demonstrated utility in increasing the diagnostic yield of mitochondrial disorders (MDs) and other rare diseases. …”
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Edible domestic animal blood products for biomedical and disease treatment applications by Zhi Cao, Imran Mahmood Khan, Xiangrui Niu, Yang Hu, Zhuang Duan, Qiang Fang, Zhouping Wang, Junsong Yang

“…They significantly impact cancer treatment and immune regulation, providing valuable resources for innovation in the food and pharmaceutical industries. …”
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