Brain Tumor Classification of Medical Images based on Transfer Pre-trained Learning Models by Mohamed H Ghaleb Abdkhaleq Abdkhaleq, Ibraheem Al-Jadir, Loay George, Yuri Yuryevich Gromov, Eliseev Aleksey Igorevich

“…Medical professionals can rapidly and reliably diagnosing brain tumors from medical imaging via this technique. he results demonstrate that the AlexNet model showed a remarkable performance, with an accuracy rate of 95.60% and high sensitivity and specificity rates. …”
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Indentation Relaxation Behavior of the Austenitic Heat-Resistant Steel Sanicro25 by Lin Tong, Cao Tieshan

“…The results show that: the hardness/stress and time patterns of indentation relaxation at different depths are in accordance with the relationship similar to that proposed by Choi; the stress index is about 7 according to the power rate relationship, and the relaxation coefficient μ is about 0.3, whose inverse matches well with the stress index obtained from the indentation creep test; there is a pile-up phenomenon at the edges of the residual indentation on the surface of the specimen, which is caused by plastic flow of the material along the direction of the indenter after the formation of a completely plastic region at the bottom of the indenter. …”
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Numerical Simulation and Analysis of Heart–Aorta Fluid–Structure Interaction Based on S-ALE Method by Xiong Li, Fengchong Lan, Jiqing Chen, Xinzhe Chen

“…However, the effect on blood velocity and flow rate did not present any significant difference. …”
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Incidence of unnatural deaths in Transkei sub-region of South Africa (1996–2015) by B L Meel

“…Objective: To study the pattern of unnatural deaths in the Transkei sub-region of South Africa. …”
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Physical and Chemical Characterization of Drag Reducing Polymer Based on Polyvinylpyrrolidone (PVP) in Human Blood Flow by Akram Jassim Jawad, Auda J. Braihi

“…The results showed significant effecting of PVP on blood fluidity characteristics, where the viscosity decreased as the PVP content increased or as a shear rate increased. For a certain shear rate, the shear stress decreased as PVP content increased. …”
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Trends in the Management of Intracranial Vascular Malformations in the USA from 2000 to 2007 by Jae H. Choi, John Pile-Spellman, Jonathan Brisman

“…To assess prevalence, clinical characteristics, trends in treatment pattern, and outcome in patients with intracranial vascular malformations (IVMs). …”
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How prevalent is the cross-disciplinary career transition? Evidence from a multi-dimensional comparative analysis by Tongyang Zhang, Chao Yu, Dong Zhang, Jian Xu

“…However, studies on the prevalence of career transitions in different disciplinary areas are rare, especially those investigating the patterns of disciplinary changes accompanied by career transitions. …”
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Research kinetics of the monochloroacetic acid esterification by Yu. V. Karpenko, T. V. Panasenko, V. I. Hencheva, Ye. O. Karpun, M. D. Yarova

“…Based on the obtained results, it may be established that temperature increase from 100 ℃ to 120 ℃ leads to the decrease of the reaction rate constant, and the reaction progresses by one order faster. …”
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Secular trends of bloodstream infections in hemodialysis patients: insights from a longitudinal Swiss study by Nasreen Hassoun-Kheir, Niccolò Buetti, David Jaques, Valérie Olivier, Marie-Noelle Chraiti, Monique Perez, Marlieke EA de Kraker, Holly Jackson, Jacques Schrenzel, Patrick Saudan, Stephan Harbarth

“…Outcomes included incidence rates of hemodialysis-associated BSIs, trends in causative pathogens, sources, and resistant organisms. …”
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Water source of artificial plants in the northeastern margin of Tengger Desert based on hydrogen and oxygen stable isotopes by Zhenyu Zhao, Zhenyu Zhao, Guodong Tang, Guodong Tang, Jinrong Li, Jinrong Li, Meng Wu, Lei Zhang

“…Understanding water sources and utilization strategies is essential for the water use patterns of vegetation restoration species and achieving sustainable vegetation restoration. …”
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A retrospective study to understand the impact of flooding on natural selection and physical growth dynamics by Mithun Sikdar

“…With a 78.9% response rate, the study assessed height growth variation using the Preece and Baines Growth Curve Model 1. …”
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How to Study the Effects of Dietary Lipids on the Small Intestinal Microbiome? Methodological Design and Evaluation of the Human HealThy fAt, haPpy mIcRobiome (TAPIR) Proof-of-Conc... by Lonneke JanssenDuijghuijsen, Karen Fransen, Ruolei Deng, Corine Perenboom, Nicole de Wit, Guido Hooiveld, Mara van Trijp

“…There were no significant changes in gastrointestinal complaints and stool patterns during the study. Mean aspiration capsule retrieval rate was 94.7%, with mean sample weights per timepoint between 84.2 and 95.4 mg and median transit times between 32.8 and 49.3 h. …”
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Burnout is a predictor of high ten-year risk of cardiovascular disease among health workers in Ghana by Kennedy Dodam Konlan

“…Abstract Introduction Burnout is said to affect a quarter of health workers globally and this rate is said to be higher in resource-constrained settings like those in sub-Saharan Africa. …”
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Clinical evaluation of negative mNGS reports in sterile body fluids and tissues by Wang Lisha, Qian Jiao, Chen Mengyuan, Qin Jiajia, Tang Tianbin, Wang Yilan, Hu Linjie, Yu Sufei

“…The positive impact rates of clinical application in the plasma, CSF, and others groups were 68.0%, 40.4%, and 25.6%, respectively. …”
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GPS tracking methods for spatiotemporal air pollution exposure assessment: comparison and challenges in study implementation by Kalliopi Kyriakou, Benjamin Flückiger, Danielle Vienneau, Nicole Probst-Hensch, Ayoung Jeong, Medea Imboden, Aletta Karsies, Oliver Schmitz, Derek Karssenberg, Roel Vermeulen, Gerard Hoek, Kees de Hoogh

“…Results In Switzerland, participants were recruited from the COVCO-Basel cohort (33% recruitment rate; 489 of 1,475). In the Netherlands, -random recruitment was unsuccessful (1.4% rate; 41 of 3,000). …”
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Effects of crushed wheat straw with plastic film mulch on soil hydrothermal properties and water use efficiency of sunflower in the northwestern arid region of China by Jinxia Zhang, Fangfang Ren, Rui Zhang, Lin Ding, Fuqiang Li, Xuan Li, Tao Zhong, Meng Yin, Liangliang Du, Runheng Yang, Pengliang Tian

“…Sunflower seedling emergence rate followed the order of SF > F > S > N, and M1 > M2. …”
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Passive Sensing for Mental Health Monitoring Using Machine Learning With Wearables and Smartphones: Scoping Review by ShiYing Shen, Wenhao Qi, Jianwen Zeng, Sixie Li, Xin Liu, Xiaohong Zhu, Chaoqun Dong, Bin Wang, Yankai Shi, Jiani Yao, Bingsheng Wang, Xiajing Lou, Simin Gu, Pan Li, Jinghua Wang, Guowei Jiang, Shihua Cao

“…These findings underscore the technology’s potential to transform mental health care through objective, continuous monitoring—particularly for depression (heart rate and step count biomarkers) and anxiety (sleep and social interaction patterns). …”
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Modeling Cut Rose Yield Over an 18‐Month Period After Compost Amendment Using Repeated Sigmoidal Gompertz Curve Fitting by E. A. deNijs, A. Tietema, R. Bol, E. E. vanLoon

“…As the crop matured, asymptote parameter estimates increased, while growth rate parameter estimates decreased, reflecting a stabilization of growth patterns. …”
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A Hybrid Framework Integrating Traditional Models and Deep Learning for Multi-Scale Time Series Forecasting by Zihan Liu, Zijia Zhang, Weizhe Zhang

“…We evaluate the proposed framework on eight public datasets (electricity, exchange rate, weather, traffic, illness, ETTh1/2, and ETTm1/2) covering diverse domains and scales. …”
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Phytochemical evaluation of selected Phalaenopsis cultivars by Dilki Thathsarani, Thilakshi Tikirikumari, Asha Ishani Sri Priyadarshan, Harshini Herath, Priyanganie Senanayake

“…Hybridization plays a pivotal role in breeding Phalaenopsis, enabling the development of novel cultivars with desirable traits such as diverse floral pigmentation patterns, enhanced longevity and improved growth rate. …”
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