A data-driven approach utilizing machine learning (ML) and geographical information system (GIS)-based time series analysis with data augmentation for water quality assessment in M... by Abhijeet Das

“…These approaches were additionally applied to the water quality datasets, generated during two-year period namely, 2022–2024, at nineteen different sites for 21 parameters. From the results, it produces two metrics, TKN and coliform, that are higher than WHO guidelines while maintaining the optimal level of DO throughout the duration of the study. …”
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Evaluation of an interferon-gamma release assay for early detection of lumpy skin disease virus infection and vaccination in cattle by Nina Kresic, Wannes Philips, Andy Haegeman, Nick de Regge

“…Whole blood and PBMCs allowed efficient IFN-γ secretion, but the IFN-γ response was significantly higher in PBMCs. …”
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Lipid production from biofilms of Marinobacter atlanticus in a fixed bed bioreactor by Matthew D. Yates, Rebecca L. Mickol, Joseph S. Tolsma, Maryssa Beasley, Jamia Shepard, Sarah M. Glaven

“…Abstract Background Biotechnologies that utilize microorganisms as production hosts for lipid synthesis will enable an efficient and sustainable solution to produce lipids, decreasing reliance on traditional routes for production (either petrochemical or plant-derived) and supporting a circular bioeconomy. …”
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Experimental study on the mechanical properties of freeze-thaw cycled sandstone under dynamic loading by Hanhua Xu, Sugang Sui, Junpeng Zou, Xun Bao, Weijie Tian, Shijing He, Quan Zhang

“…These issues severely compromise the safety and stability of rock slopes and hinder the safe, efficient production of mineral resources. Both impact loads (such as blasting) and seismic loads can induce instantaneous deformation in structures and their components, sharing similar mechanisms of action. …”
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Experiences and Expectations of Immigrant and Nonimmigrant Older Adults Regarding eHealth Services: Qualitative Interview Study by Maedeh Ghorbanian Zolbin, Sari Kujala, Isto Huvila

“… BackgroundThe emergence of eHealth services could contribute to improving individuals’ quality of life by optimizing effective and efficient care. However, various challenges might limit some older adults’ use of eHealth services. …”
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Cryptocurrencies as a subject of financial fraud by Małgorzata Kutera

“…Therefore, it can be a clear indication for the governments of individual countries or international institutions for further efficient changes to the law. ORIGINALITY AND VALUE: The contribution of this study is threefold. …”
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Improvement of a MALDI-TOF database for the reliable identification of Candidozyma auris (formally Candida auris) and related species by Hui-Hui Zhu, Miao-Miao Liu, Teun Boekhout, Qi-Ming Wang

“…Seventy-one Candidozyma isolates from different national institutions were studied. Thirty-seven strains were used to create a MALDI-TOF (microTyper MS) database using the formic acid extraction method. …”
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La opinión de un grupo de docentes sobre la deserción escolar. Explorando sobre sus actuaciones en el contexto institucional / The opinion of a group of teachers about school deser... by Teresita Cordero Cordero

“…This is a pending task and it should be addressed by the Ministry of Public Education in Costa Rica, with the objective of making an impact in the institutional culture of the different schools and high schools in the country.  …”
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Stress superposition characteristics and roof structure control of recovery room in close distance coal seam by Zizhao FU, Jianbiao BAI, Shuai YAN, Dong ZHANG, Xiaodong ZHENG, Guangjun SUN, Yongjie WANG

“…The monitoring results of mine pressure indicate that during the construction of the recovery room of the working face, the deformation of the surrounding rock is small, the force changes of the anchor rods and cables are small, and the control effect of the surrounding rock is good, ensuring the safe and efficient retreat of the 1205 working face.…”
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Plan-Do-Study-Act (PDSA) Cycle for Antimicrobial Stewardship in Trauma Centre: Implementation Research for Rational Use of Antimicrobials in Orthopedic Patients by Dr Niveditha Krishnappa

“…The objectives of study were to measure the change in antibiotic use per patient in different phases of PDSA cycle, rational use of antibiotics, change in antibiotic prescribing practices and compliance with antibiotic guidelines. …”
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Correlations between expression levels of genes encoding multifunctional YB-1 protein, inflammatory cytokines and multidrug resistance P-gp protein in surgical material from patien... by M. V. Erokhina, E. N. Pavlova, E. A. Scherbakova, E. Yu. Rybalkina, L. N. Lepekha, R. V. Tarasov, E. K. Tarasova

“…YB-1 is an important factor in molecular cascades that regulate the response to the pathogen invasion, inflammatory activity, as well as efficient curation and healing. We suggest that YB-1 may also play an important role in pulmonary tuberculosis. …”
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Automated dynamic phenotyping of whole oilseed rape (Brassica napus) plants from images collected under controlled conditions by Evangeline Corcoran, Kasra Hosseini, Kasra Hosseini, Laura Siles, Smita Kurup, Sebastian Ahnert, Sebastian Ahnert

“…However, automated methods capable of reliably and efficiently extracting meaningful measurements of individual plant components (e.g. leaves, flowers, pods) from imagery of whole plants are currently lacking. …”
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2D and 3D in vitro photodynamic activities of tetra-substituted symmetric water-soluble cationic zinc(II) phthalocyanines on cancer by Seyma Isik, Mukaddes Ozcesmeci, Ayfer Kalkan Burat, Esin Hamuryudan, Ali Erdogmus, Ozge Can, Muge Serhatli

“…These findings underscore the potential of ZnPc1 as a potent photosensitizer in PDT while also highlighting the differences between 2D and 3D culture models in evaluating PDT efficacy. …”
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Discrimination of Radiologists' Experience Level Using Eye-Tracking Technology and Machine Learning: Case Study by Stanford Martinez, Carolina Ramirez-Tamayo, Syed Hasib Akhter Faruqui, Kal Clark, Adel Alaeddini, Nicholas Czarnek, Aarushi Aggarwal, Sahra Emamzadeh, Jeffrey R Mock, Edward J Golob

“…MethodsWe present a novel discretized feature encoding based on spatiotemporal binning of fixation data for efficient geometric alignment and temporal ordering of eye movement when reading chest x-rays. …”
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Robust and Adaptive Tuning of PI Current Controllers for Grid-Forming Inverters by Florian Reisner, George Weiss

“…To enable automatic tuning online, we employ a method for measuring the grid impedance by injecting a small probing current into the grid, at a frequency that is close but different from the grid frequency.…”
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Space-Based Mapping of Pre- and Post-Hurricane Mangrove Canopy Heights Using Machine Learning with Multi-Sensor Observations by Boya Zhang, Daniel Gann, Shimon Wdowinski, Chaohao Lin, Erin Hestir, Lukas Lamb-Wotton, Khandker S. Ishtiaq, Kaleb Smith, Yuepeng Li

“…Model performance of SAR and optical data differed with time period and across height classes. …”
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Multi-Source Data Fusion-Based Grid-Level Load Forecasting by Hai Ye, Xiaobi Teng, Bingbing Song, Kaiming Zou, Moyan Zhu, Guangyu He

“…The methodology verifies remarkable adaptability across different temporal scales, seasonal variations, and regional characteristics, consistently maintaining superior performance from ultra-short-term (1 h) to medium-term (168 h) forecasting horizons. …”
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Pursuit of Digital Innovation in Psychiatric Data Handling Practices in Ireland: Comprehensive Case Study by Rana Zeeshan, John Bogue, Amna Gill, Mamoona Naveed Asghar

“…Therefore, an innovative convergence of different technologies is needed. Our research supports speech-to-text transcription for data collection, interactive artificial intelligence for data analysis, and permissioned blockchain for data storage and retrieval. …”
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MARKETING RESEARCHES OF MEDICINAL AND COSMETIC REMEDIES INTENDED FOR APPLYING IN VARIOUS FORMS OF ALOPECIA by I. O. Yarema, M. I. Fedorovska, L. V. Sokolova

“…Pathological hair loss – alopecia – is an urgent problem that takes one of the leading places in the pathology of skin structure. There are different types of alopecia, the most common forms are androgen and telogen (symptomatic) alopecia. …”
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Evaluating the Potential Use of Wearable Fitness Devices as a Measure of Outcomes in Orthopaedics by Jordan Henderson BS, Santiago Logan-Baca BS, Sara Kisiel BS, Fadi Muheidat PhD, David Jaffe MD

“…With the rise of wearable fitness devices and smartphone applications, alternative methods are being explored for a more efficient and objective measurement of outcomes. There is a lack of studies directly comparing PROMs with patient wearable outcome (PWO) methods. …”
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