Integrating Dimensional Analysis and Machine Learning for Predictive Maintenance of Francis Turbines in Sediment-Laden Flow by Álvaro Ospina, Ever Herrera Ríos, Jaime Jaramillo, Camilo A. Franco, Esteban A. Taborda, Farid B. Cortes

“…Key variables, including power output, water flow rate, and operational time, were extracted and analyzed to identify patterns and correlations affecting turbine performance. …”
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Diagnosis and management of endometrial hyperplasia: A UK national audit of adherence to national guidance 2012-2020. by Ian Henderson, Naomi Black, Hajra Khattak, UKARCOG Working Group Authors, Janesh K Gupta, Michael P Rimmer

“…By 2 years, follow-up to histological regression without hysterectomy increased from 38% (95% CI [33%, 43%]) to 52% (95% CI [47%, 58%]) for those with NEH (rate ratio (RR) 1.38, 95% CI [1.18, 1.63] p < 0.001). …”
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A cross-sectional study of evaluating cervical spondylotic myelopathy based on gait and plantar pressures by Xuhong Zhang, Zichuan Wu, Hanlin Song, Aochen Xu, Junbin Liu, Junzhe Sheng, Baifeng Sun, Min Qi, Chen Xu, Yang Liu

“…Gait parameters were obtained by capturing video of the patient while walking via a smartphone-based computer vision algorithm (using the OpenPose framework), and plantar pressure distributions were measured using wireless sensor-equipped insoles (sampling rate 50–100 Hz). Gender, age, and body mass index were employed as matching variables, resulting in 102 matched pairs. …”
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PREACT-digital: study protocol for a longitudinal, observational multicentre study on digital phenotypes of non-response to cognitive behavioural therapy for internalising disorder... by Christine Knaevelsrud, Sebastian Burchert, Till Langhammer, Leona Hammelrath, Annette Brose, Manuel Heinrich, Pavle Zagorscak

“…We collect passive data on heart rate, physical activity, sleep and location patterns. …”
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Empirical Study of the Impact of Unemployment on Political Stability in Iran (1985-2015) by habib samani, robabeh khilkordi

“…According to the results of the study, it seems that in order to establish political stability in the country, the unemployment rate should be restrained in the first place and the Gini coefficient should be reduced and the economic boom in the country should be created by strengthening domestic production and following the pattern of resistance economy.…”
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Ecological drivers of nesting behavior in a subtropical city: An observational study on spotted doves by Yao Sheng, Mengjie Lu, Junpeng Bai, Xiaobin Xie, Long Ma, Wanyou Li, Zhen Zhang, Fang Ming, Xueli Zhang, Ziwei Zhang, Zhifeng Xu, Yuqing Han, Bicai Guan, Luzhang Ruan

“…The results revealed that the nest reuse rate was 38.08% (n = 115). Nests closer to trunk, with lower nest position and higher large‐scale urbanization score tended to have higher reuse rate. …”
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Prevalence and associated risk factors of Kola nut chewing among secondary school students in Osogbo, Nigeria by Gloria Erinfolami, Akin Oguntuase, Abiola Akinbode, Adebayo Erinfolami, Adekunle Eegunranti, Olawale Ogunsemi

“…The 30-day prevalence rate of kola nut use was 11.2%. The one-year prevalence of kola nut use was 29.1 percent and the lifetime rate was 74.8 percent. …”
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Airway-microbiome-driven mechanisms of disease during optimised self-management: a lesson learned from mechanistic study of the Colour-COPD trial by Alice M Turner, Daniella Spittle, Karl Staples, David Cleary

“…Analysis of the microbial patterns, which would have been obtained from the respiratory microbiome, will be compared to antibiotic consumption for acute exacerbation of chronic obstructive pulmonary disease (days/year) steroid load (days/year and mg/year), acute exacerbation of chronic obstructive pulmonary disease rate, forced expiratory volume in 1 second and longitudinally within individuals to determine the impact of frequent courses of antibiotics at group and individual level. …”
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An integrative scoring approach for prioritization of rare autism spectrum disorder candidate variants from whole exome sequencing data by Apurba Shil, Noa Arava, Noam Levi, Liron Levine, Hava Golan, Gal Meiri, Analya Michaelovski, Yair Tsadaka, Adi Aran, Idan Menashe

“…We developed AutScore and AutScore.r and assigned each variant based on their pathogenicity, clinical relevance, gene-disease association, and inheritance patterns. Finally, we compared the performance of both AutScore versions with the rating of clinical experts and the NDD variant prioritization algorithm, AutoCaSc. …”
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Acoustic and Natural Language Markers for Bipolar Disorder: A Pilot, mHealth Cross-Sectional Study by Cristina Crocamo, Riccardo Matteo Cioni, Aurelia Canestro, Christian Nasti, Dario Palpella, Susanna Piacenti, Alessandra Bartoccetti, Martina Re, Valentina Simonetti, Chiara Barattieri di San Pietro, Maria Bulgheroni, Francesco Bartoli, Giuseppe Carrà

“…Symptom severity assessment was based on clinician ratings, using the Young Mania Rating Scale (YMRS) and Montgomery-Åsberg Depression Rating Scale (MADRS) for manic and depressive symptoms, respectively. …”
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Efficacy of Ginkgo biloba on parameters in glaucoma: A systematic review. by Julia Prinz, Verena Prokosch, Xiaosha Wang, Yuan Feng, Peter Walter, Matthias Fuest, Filippo Migliorini

“…All clinical studies investigating the efficacy of GBE administration on the intraocular pressure (IOP), the corrected pattern standard deviation (CPSD) and the mean deviation of visual field testing, and heart rate were considered. …”
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Lake Evaporation and Its Effects on Basin Evapotranspiration and Lake Water Storage on the Inner Tibetan Plateau by Liuming Wang, Junxiao Wang, Lachun Wang, Liping Zhu, Xingong Li

“…The spatial pattern of the effect is mainly controlled by α, and the increasing trend of α (0.6%/10 a) also dominated the increasing trend in regional ETB rate (0.30 mm/a) though with large spatial heterogeneity. …”
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Enhanced Multi-Level Recommender System Using Turnover-Based Weighting for Predicting Regional Preferences by Venkatesan Thillainayagam, Ramkumar Thirunavukarasu, J. Arun Pandian

“…In such scenarios, filtering collaborative patterns based on regional and local characteristics, while emphasizing the significance of branches and user ratings, could enhance the accuracy of recommendations. …”
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Multimodal analysis of cell-free DNA enhances differentiation of early-stage breast cancer from benign lesions and healthy individuals by Thi Tuong Vi Van, Trung Hieu Tran, Thi Hue Hanh Nguyen, Van Thien Chi Nguyen, Dac Ho Vo, Giang Thi Huong Nguyen, Trong Hieu Nguyen, Kim Sang To, Anh Luan Nguyen, Cao Hong An Tran, Thanh Xuan Jasmine, Thi Loan Vo, Thi Huong Thoang Nai, Thuy Trang Tran, My Hoang Truong, Ngan Chau Tran, Thi Loc Le, Thi Hong Nhung Nguyen, Ngoc Hieu Tu, Thanh Son Tran, Bao Toan Le, Van Phong Tang, Pham Thanh Nhan Nguyen, Khac Tien Nguyen, Van Chien Ho, Xuan Vinh Nguyen, Nhu Nhat Tan Doan, Thi Trang Tran, Thi Minh Thu Tran, Vu Uyen Tran, Minh Phong Le, Thi Luyen Vu, Ba Linh Tieu, Huu Tam Phuc Nguyen, Luu Hong Dang Nguyen, Ngoc Minh Phan, Thi Van Phan, Thi Thanh Thuy Do, Thi Huyen Dao, Hung Sang Tang, Duy Sinh Nguyen, Hoa Giang, Minh Duy Phan, Hoai-Nghia Nguyen, Duc Hieu Vo, Le Son Tran

“…Conclusions These findings underscore the potential of cfDNA biomarkers to enhance BC detection and reduce the rate of unnecessary biopsies.…”
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Brain-based gene expression and corresponding behavioural relevance of risk genes for broad antisocial behaviour by Jaroslav Rokicki, Megan L. Campbell, Dennis van der Meer, Alina I. Sartorius, Natalia Tesli, Piotr Jahołkowski, Alexey Shadrin, Ole Andreassen, Lars T. Westlye, Daniel S. Quintana, Unn K. Haukvik

“…Certain genes like NTN1, SMAD5, NCAM2, and CDC42EP3 displayed specificity for cognitive terms including chronic pain, heart rate, and aphasia. These expression patterns aligned with neurocognitive domains related to thinking, and learning, distress, motor skills, as determined by fMRI analysis. …”
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Experimental Study on Temperature-time Characteristics of Loess under the Freeze-Thaw Cycles by Cao Xueye, Zhang Eryuan, Bai Xiaopeng, Ji Jiaqiang, Sun Jielong

“…The change pattern of the thawing curve remained consistent across various w, with only a certain extent of influence on the rate of change. …”
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Pharmacoepidemiological analysis of routine management of heart failure patients in the Russian Federation. Part I by Yu. M. Lopatin, S. V. Nedogoda, M. V. Arkhipov, A. S. Galyavich, N. A. Koziolova, N. G. Lozhkina, E. V. Reznik, A. S. Salasyuk, M. Yu. Frolov, A. I. Chesnikova, E. V. Chumachek, L. A. Shpagina

“…There was sufficient follow-up rate, but the extent examinations do not correspond to the recommended one. …”
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Functional Connectivity Biomarker Extraction for Schizophrenia Based on Energy Landscape Machine Learning Techniques by Janerra D. Allen, Sravani Varanasi, Fei Han, L. Elliot Hong, Fow-Sen Choa

“…However, significant patient and control differences were found for the brief psychiatric rating scale (BPRS), auditory perceptual trait and state (APTS), visual perceptual trait and state (VPTS), working memory score, and processing speed score. …”
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Thermal comfort and energy related occupancy behavior in Dutch residential dwellings by Anastasios Ioannou

“…Specifically in houses with a good energy rating, the neutral temperature was higher than in houses with a poor rating. …”
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Real-world effectiveness of post-trastuzumab emtansine treatment for human epidermal growth factor receptor 2-positive metastatic breast cancer: a multicenter, matched cohort analy... by C. Courtinard, V. Barbet, R. Schiappa, F. Pilleul, S. Michiels, S. Dabakuyo, S. Gourgou, A. Jaffre, B. Asselain, L. Bosquet, K. Dunton, M. Rosenlund, Z. Liang, J. Cathcart, S. Delaloge

“…Patients and methods: Patients from the French Epidemiology Strategy and Medical Economics (ESME) mBC database who initiated treatment for HER2+ mBC between 1 January 2008 and 31 December 2016, and received one or more treatment lines following T-DM1 were propensity score matched 1 : 1 to patients from DESTINY-Breast01 to create an ESME DB-01 matched cohort. Treatment patterns, real-world best overall response, real-world objective response rate (rwORR), real-world disease control rate (rwDCR), real-world progression-free survival (rwPFS), and overall survival (OS) were estimated, including by prior pertuzumab exposure and de novo/relapsed mBC status. …”
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