Simplified Data-Driven Models for Gas Turbine Diagnostics by Igor Loboda, Juan Luis Pérez Ruíz, Iván González Castillo, Jonatán Mario Cuéllar Arias, Sergiy Yepifanov

“…The second approach relies on data-driven models, makes diagnosis in the space of measurement deviations, and involves pattern recognition techniques. Although a thermodynamic model is an essential element of GPD, it has limitations. …”
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The Clock Drawing Task reveals executive dysfunction in the dialysis population – an underrecognized and underestimated problem by Piotr Olejnik, Aleksandra Golenia, Oliwia Maciejewska, Ewa Wojtaszek, Paweł Żebrowski, Jolanta Małyszko

“…Moreover, remarkably similar pattern of clock drawing was observed, with numbers written outside the clock face in the CLOX1 test.Conclusions Executive dysfunctions in dialysis patients may manifest itself before the onset of global cognitive impairment. …”
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MODAL ANALYSIS OF CARRIER SYSTEM FOR HEAVY HORIZONTAL MULTIFUNCTION MACHINING CENTER BY FINITE ELEMENT METHOD by Yu. V. Vasilevich, S. S. Dovnar, I. I. Shumsky

“…Rigidity increase in some parts (e.g. a ram) has also a small effect on a resonance pattern. On the other hand, resonance stability makes it possible to avoid them while selecting a spindle rotation frequency.It is recommended to set double feed drives for all axes. …”
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How much upfront-embodied GHG emissions can wooden buildings save—displacement factors for wooden buildings by Ali Amiri, Seppo Junnila

“…Wood can be a reasonable building material replacement for major greenhouse gas (GHG)-emission sources, such as concrete, steel, and masonry. …”
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Persistence to growth hormone treatment and clinical characteristics of pediatric patients with growth hormone deficiency: A retrospective cohort study of data from the Japan Medic... by Sumito Dateki, Yukihito Sato, Satoshi Tsuboi, Jun Mori

“…The mean age at initial diagnosis was 7.5 ± 3.8 years, and we found a bimodal pattern in age, with peaks at 3 and 12 to 13 years of age; the peaks were more pronounced in male patients. …”
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PRP pre-treatment of the implantation zone improves the survival rate of fat autograft by Ilona Pak, Meirambek Askarov, Dmitriy Klyuyev, Min Sungh Tak, Ulpan Batenova, Dauren Yeskermessov, Yevgeniy Kamyshanskiy

“…After 3 months (90 days) of exposure, macroscopic and histological examinations of the fat autograft were conducted.ResultsThe volume and histological normality of the fat autograft were statistically significantly preserved in the group with preoperative treatment of the implant area and intraoperative treatment of the autograft compared to the group without it and with intraoperative treatment alone.DiscussionWe have demonstrated that the pre-implantation use of platelet-rich plasma significantly improves the standard intraoperative technique and increases the survival rate of the fat autograft by enhancing angiogenesis, with a decreased degree of hypoxic-ischemic, fibrotic, and inflammatory damage in the implant area.ConclusionThe effect of improved preservation of the morphological pattern of the fat implant during preoperative treatment may be due to a favorable preoperative locoregional stromal-vascular microenvironment with an active perfusion and diffusion potential of the stromal skeleton.…”
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Identifying Uncertainty-Specific Health Information Seeking Practices in Orthopaedic Implant Patient Journeys by Charlotte Schrimpff, Tanja Fisse, Elena Link, Eva Baumann, Christoph Klimmt

“…We conducted qualitative semi-structured interviews with 19 patients who had received a knee or hip replacement. We found distinct patterns of uncertainty perceptions related to physical, psychological, social/personal, and treatment-related issues in six different phases of the patient journey. …”
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Trends in Land-Use and Land-Cover Change: Key Insights for Managing the Atlantic Forest Transition by Henrique Simões Carvalho Costa, Ramon Felipe Bicudo Silva, Natalia Stefanini Da Silveira, Bruna Albuquerque Vaz, René Rojas Rocca, Paulo Roberto Silva de Jesus Junior, Simone Aparecida Vieira

“…Studies on land-use and land-cover change patterns contribute to better informed management decisions for the conservation and restoration of Atlantic Forest fragments and their megabiodiversity. …”
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Feasibility of Data Collection Via Consumer-Grade Wearable Devices in Adolescent Student Athletes: Prospective Longitudinal Cohort Study by Danielle Ransom, Brant Tudor, Sarah Irani, Mohamed Rehman, Stacy Suskauer, P Patrick Mularoni, Luis Ahumada

“…Study findings lay the foundation for future investigations with larger and more diverse cohorts to identify the utility of device metrics in identifying unique patterns of injury-specific recovery (ie, sport-related concussion). …”
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Results of orthodontic procedure in a patient with classic infantile Pompe disease by Carla Maria Grimaldi, Daniela D’Alessandro, Martha Caterina Faraguna, Andrea Boggio, Giulia Caldara, Silvia Barzaghi, Roberta Pretese, Viola Crescitelli, Serena Gasperini

“…Orthodontic evaluation revealed mild anterior open bite, atypical swallowing patterns, and maxillary transverse deficiency. Radiographic assessments confirmed a Skeletal Class I relationship and the absence of all third molars. …”
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Morphogenesis of pteraspid heterostracan oral plates and the evolutionary origin of teeth by Madleen Grohganz, Zerina Johanson, Joseph N. Keating, Philip C. J. Donoghue

“…The denticles show no evidence of patterns of apposition or replacement indicating tooth homology. …”
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The Polarization Loop: How Emotions Drive Propagation of Disinformation in Online Media—The Case of Conspiracy Theories and Extreme Right Movements in Southern Europe by Erik Bran Marino, Jesus M. Benitez-Baleato, Ana Sofia Ribeiro

“…Provided the intimate nature of emotions, the focus of connected research should remain on structural patterns rather than individual behavior, making it explicit that results derived from this research cannot be applied as the base for decisions, automated or not, that may affect individuals.…”
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Ultrasound-Assisted Osmotic Dehydration of Apples in Xylitol Solution: Effects on Kinetics, Physicochemical Properties and Antioxidant Activity by Angelika Wojtyś, Sławomir Pietrzyk, Karolina Grzesińska, Robert Witkowicz

“…Additionally, principal component analysis (PCA) was conducted to explore the relationships among the measured variables and to identify underlying patterns within the dataset. Osmotic dehydration in xylitol significantly modified the physicochemical and antioxidant properties of apples, promoting substantial water loss and partial replacement of natural sugars with xylitol. …”
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The upper forest limit and the fate of bird assemblages in high-Andean páramo ecosystems in the Northern Andes by Jhon jairo Calderón Leyton, Rubén Darío Palacio, Raul Ernesto Sedano-Cruz

“…Smaller and more isolated páramo units in the Nariño-Putumayo Páramo District could develop avian communities shaped by nestedness patterns, possible species replacement, and local extirpation. …”
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Genetic technology in the targeted therapy of Alport Syndrome by Magdalena Kłusek, Bartosz Pawłowski, Michał Sienkiewicz, Anna Mandziuk

“… Introduction and aim of the study: Alport syndrome is the most common inherited chronic kidney disease, with three distinct patterns of inheritance: X-linked, autosomal, and digenic. …”
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Similar alpha yet varied beta functional diversities between invasive and native plant species along an elevational gradient by Yan-Yan Wang, Kun Guo, Rui-Ling Liu, Hasigerili, Miao-Miao Zheng, Yuan Gao, Ming-Shui Zhao, Jian Zhang, Wen-Yong Guo

“…Our results revealed significant distinctions in diversity patterns between invasive and native species when considering multiple aspects of taxonomic and functional diversity at both α and β levels. …”
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Wear Prediction and Mechanism Study of Tunnel Boring Machine Disc Cutter Breaking in Hard–Soft Rock Considering Thermal Effect by Xiongfei Lyu, Youliang Chen, Shaoming Liao, Tomas Manuel Fernandez-Steeger

“…The amount of abrasive wear is negatively correlated with the hardness of the cutter ring. The rock damage patterns are different when cutting soft and hard rocks, and the wear areas are located at the bottom and sides of the cutter ring, respectively. …”
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Priority Load Management for Improving Supply Reliability of Critical Loads in Healthcare Facilities Under Highly Unreliable Grids by Ndukwe Henry Ibiam, Fadi Kahwash, Jubaer Ahmed

“…Synthetic medical facility load profiles and blackout patterns are constructed to test the algorithm. The battery model was enhanced with the introduction of aging calculations spanning multiple years. …”
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Novel use of waste sawdust in green stormwater infrastructure (GSI) by Ebru Özer, Berrin Tansel

“…Additionally, fracture patterns shifted from brittle to more ductile behavior as sawdust content increased. …”
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A diagnostic system for detecting COVID-19 patients depending on lexicon semantic and Biterm Topic Model-Based Feature Selection on WhatsApp Messages Classification by Raghad Hatem, Noor Hussein Eliwe

“…Our methodology combines Word2Vec embeddings with lexical-semantic enrichment using ConceptNet, creating a comprehensive system that can detect subtle linguistic patterns associated with COVID-19 symptoms and experiences. …”
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