High-Performance Deployment Operational Data Analytics of Pre-Trained Multi-Label Classification Architectures with Differential-Evolution-Based Hyperparameter Optimization (AutoDE... by Teo Prica, Aleš Zamuda

“…This article presents a high-performance-computing differential-evolution-based hyperparameter optimization automated workflow (AutoDEHypO), which is deployed on a petascale supercomputer and utilizes multiple GPUs to execute a specialized fitness function for machine learning (ML). The workflow is designed for operational analytics of energy efficiency. …”
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The light we can see: extracting black holes from weak Jacobi forms by Luis Apolo, Suzanne Bintanja, Alejandra Castro, Diego Liska

“…On the other hand, we find that subleading corrections are sensitive to the constraints placed on the light states, and we quantify their imprint on the asymptotic growth of states. Our approach is tested against the generating function of symmetric product orbifolds, where we provide new insights into the factors contributing to the asymptotic growth of their Fourier coefficients. …”
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The association between Toxoplasma gondii infection and asthma in the United States: A cross-sectional survey analysis. by Heather Anholt

“…Of the 12,620 subjects tested for T. gondii infection, 89.2% were seronegative and 10.8% seropositive. …”
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As in True Fruit, Ca Distribution in Strawberry (A False Fruit), is Determined by Progressive Xylem Dysfunction by Grecia Hurtado, Kristian Pineda, Moritz Knoche

“….), a pseudocarp, is likely to be affected by the loss of xylem functionality during development. The objective of this study was to test this hypothesis by quantifying fruit Ca and affecting factors. …”
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Thyroid Gland Disease as a Comorbid Condition in COPD by Aziz Gumus, Neslihan Ozcelik, Bilge Yilmaz Kara, Songul Ozyurt, Unal Sahin

“…The patients were subjected to spirometry and thyroid function tests (TFT) in the stable period. The thyroid gland disease they were diagnosed with was recorded after face-to-face meetings and examining their files. …”
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A Cross-sectional Study of Prevalence of Adrenal Insufficiency in Patients with Primary Autoimmune Hypothyroidism in a Tertiary Hospital, India by Paramjit Kaur Saini, Jubbin Jagan Jacob, Navjot Singh

“…The investigations in such patients must not be restricted to just thyroid monitoring but must extend to adrenal function assessment to rule out polyglandular involvement.…”
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Evaluation of Multiparameter Likelihoods through Iteration of Two-dimensional Slices by Joel S. Jayson

“…We further compute parameter values as a function of maximum multipole, ℓ _max , spanning a range from ℓ _max = 959 to 2500 and uncover bimodal behavior at the lower end of that range. …”
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In primary care, is measuring free-thyroxine plus thyroid-stimulating hormone to detect hypopituitarism cost-effective? A cost utility analysis using Markov chain models by Brian Shine, Tim James, Amanda Adler

“…Objective We examined whether it is cost-effective to measure free thyroxine (FT4) in addition to thyrotropin (thyroid-stimulating hormone (TSH)) on all requests for thyroid function tests from primary care on adult patients.Background Hypopituitarism occurs in about 4 people per 100 000 per year. …”
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Modelling Blood Flow and Metabolism in the Preclinical Neonatal Brain during and Following Hypoxic-Ischaemia. by Matthew Caldwell, Tracy Moroz, Tharindi Hapuarachchi, Alan Bainbridge, Nicola J Robertson, Chris E Cooper, Ilias Tachtsidis

“…In order to improve understanding and test new treatments, piglets are used as preclinical models for human neonates. …”
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The Influence of Input Frequency and L2 Proficiency on the Representation of Collocations for Chinese EFL Learners by Mengchu Yu, Saisai Xu, Lianrui Yang, Shifa Chen

“…These results indicate that L2 learners have a processing advantage for collocations, which function as independent entries in the mental lexicon. …”
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Dietary Supplementation of an Organic Acid-Based Feed Attractant in Juvenile Largemouth Bass (<i>Micropterus salmoides</i>): Effects on Growth, Morphohistology, and Oxidative Stres... by Guohe Cai, Zhizhong Li, Miao Yu, Mingya Huang, Pengao Liu, Xiudan Tang, Qizhe Huang, Zhixue Guo, Yunzhang Sun

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Design and Research of Control Rod Scheme for 10 MW Multifunctional Pool-type Research Reactor by HAN Peng, CHEN Xiaoliang, ZHANG Zhenyang, ZHU Jiachen, JIN Xiao

“…Swimming pool-type reactors have typical advantages such as simple system, high inherent safety, powerful irradiation application function, moderate core size, diverse irradiation channels, and simple operation and maintenance. …”
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The effect of 8 weeks of High Intensity Interval Training on the Levels of Wnt and NF-κB proteins in the heart tissue of male Wistar rats with type 2 diabetes by Mohammad Rami, Maryam Azimpour, Kayvan Khoramipour

“…Background and Purpose: Diabetic cardiomyopathy is one of the main risk factors for cardiovascular complications of diabetes and since physical activity in diabetic patients can affect the structure and function of the myocardium, the aim of the present study was to investigate the effect of eight weeks of HIIT training on the content of NF-kB and Wnt proteins in the heart muscle tissue of Wistar rats with type 2 diabetes.Materials and Methods: In the present study, 20 male Wistar rats were randomly divided into four groups (each group including five rats) Control+Healthy, Exercise+Healthy, Control+Diabetes, and Exercise+Diabetes. …”
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Antihypernociceptive, Anxiolytic, and Antidepressant Properties of Aqueous and Ethanol Extracts of Dissotis thollonii Cogn. (Melastomataceae) in Mice by Stephanie Flore Djuichou Nguemnang, Eric Gonzal Tsafack, Marius Mbiantcha, Gilbert Ateufack, William Yousseu Nana, Albert Donatien Atsamo, Carine Flore Adjouzem, Vanessa Matah Marthe Mba, Egbe Ben Besong

“…Hyperalgesia (thermal and chemical), allodynia (mechanical and thermal), anxiety (high plus labyrinth, light-dark box, and social interaction), and depression (open field test, suspension test tail, and forced swimming test) were evaluated, and then the levels of some cytokines and growth factors were determined. …”
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Construction of shot peening enhanced response surface model based on DEM-FEM coupling and the influence analysis of process parameter by ZHANG Hongwei, YAN Xichao, GAO Shi, CHEN Tao

“…The Box-Behnken design (BBD) method was used to design a three-factor and three-level shot peening simulation test scheme for the three process parameters of projectile size, shot peening speed and shot peening coverage.The surface residual stress value and surface roughness value were obtained by simulation analysis, and the numerical fitting was carried out by Design-Expert software. …”
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Memory improving effect of silkworm larva on insulin resistance related cognitive impairment model. by Joohyun Hwang, Junhyuk Choi, Seung-Yun Cha, In-Seo Lee, Ji Hye Yoon, Duk Jin Jung, Chang Wook Lee, Seong Ryul Kim, Ji Hae Lee, Byeongyeob Jeon, Ji-Ho Park, Sungho Maeng, Hyunwoo Park

“…At the given dose, HJ did not affect on the body weight but lowered blood glucose concentration, improved spatial memory in the Morris water maze and avoidance memory in the passive avoidance tests which was related to hippocampal brain-derived neurotrophic factor. …”
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HEPATITIS B AND C IN HEMATOPOIETIC STEM CELL TRANSPLANT by Anna Locasciulli, Barbara Montante, Emanuela Morelli, Virginia Gulino, Anna Proia, Maria Beatrice Pinazzi

“…Because both viral replication and immune reconstitution are the key factors for reactivation, it is crucial to closely follow liver function tests and viral load during the first months of transplant, and to pay a special attention in slowly tapering the immunosuppression in these patients. …”
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Prediction of Rut Depth in Soil Caused by Wheels Using Artificial Neural Networks by N. Farhadi, A. Mardani, A. Hosainpour, B. Golanbari

“…The data collected from soil bin tests were used to train neural network models in MATLAB 2021-b software. …”
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Prognostic significance of acute exacerbations and usual interstitial pneumonia in fibrotic interstitial lung disease by Yun Zhang, Zekai Cen, Qunli Ding, Yanan Ying, Chengna Lv, Tingting Wu

“…Baseline clinical information, pulmonary function tests, and chest images were collected and analysed. …”
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Modern polymer composite materials for bone surgery: Problems and prospects by P. A. Povernov, L. S. Shibryaeva, L. R. Lusova, A. A. Popov

“…As a result of the analysis, factors that may affect the activity of implant decomposition and methods of adjusting the decomposition rate and mechanical characteristics of the material, such as chemical functionalization, the creation of block copolymers, the inclusion of fibers and mineral fillers in the composite, as well as heat treatment and extraction of the composite at the manufacturing stage, were identified. …”
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