Image-Based Nutritional Advisory System: Employing Multimodal Deep Learning for Food Classification and Nutritional Analysis by Sheng-Tzong Cheng, Ya-Jin Lyu, Ching Teng

“…Nutritional values are then calculated by referencing verified food composition databases. Furthermore, the system leverages a large language model (Llama 3) to generate personalized dietary advice tailored to individual health goals. …”
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Association of PM2.5 and its elemental components with plasma metabolome in healthy older adults: Evidence from epidemiological and experimental studies by Quan Zhou, Liangping Chen, Chenzhou He, Xiaoying Liu, Wenli Wang, Shuling Kang, Yu Jiang, Jianjun Xiang, Xiaoyang Zhang, Chuancheng Wu

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Multiparametric physicochemical analysis of a type 1 collagen 3D cell culture model using light and electron microscopy and mass spectrometry imaging by Camilla Dondi, Dimitrios Tsikritsis, Jean-Luc Vorng, Gina Greenidge, Ibolya E. Kepiro, Natalie A. Belsey, Greg McMahon, Ian S. Gilmore, Maxim G. Ryadnov, Michael Shaw

“…Abstract Three-dimensional cell culture systems underpin cell-based technologies ranging from tissue scaffolds for regenerative medicine to tumor models and organoids for drug screening. However, to realise the full potential of these technologies requires analytical methods able to capture the diverse information needed to characterize constituent cells, scaffold components and the extracellular milieu. …”
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Application of satellite images and object-oriented processing in land use/land cover map extraction to model ecosystem services (case study: Lorestan province) by Zahra Asadolahi, Mostafa Keshtkar, Zia Badehian

“…In this regard, the present study aimed to apply satellite images and object-oriented processing in land use/cover mapping and habitat services modeling. Material and methods: The research was carried out using eCognition 9.01 and InVEST3.0 software in four steps including preparing information, object-oriented processing of satellite images, object-oriented classification, and finally, habitat modeling. …”
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Simulation of discrete control systems with parallelism of behavior by D. I. Cheremisinov, L. D. Cheremisinova

“…A method is proposed for transforming the description of an algorithm in the language into a TLM model, which is based on the representation of language operations as compositions of elementary operations that are performed sequentially. …”
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Research On Calculation of Longitudinal Deformation of The Underlying Shield Tunnel Caused By Excavation of The Foundation Pit Considering Consolidation Effects by LYU Linhai, DONG Cheng, ZHAO Zhe, JIANG Mingjie, JI Yongkai, QIU Shizheng, ZHANG Zhendong, MEI Guoxiong

“…This study introduces the soil consolidation model and the time-dependent stiffness constitutive relationship to reveal the coupling mechanism of "excavation unloading consolidation hardening tunnel deformation time-varying", provides a theoretical foundation.MethodsBy incorporating soil consolidation effects into a foundation model based on Biot's consolidation theory, this study establishes a consolidation model for internal foundation loading. …”
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Hyodeoxycholic Acid Ameliorates Metabolic Syndrome Through Pathways of Primary Bile Acid Synthesis and Fatty Acid Degradation: Insights From a Rat Model by Chen M, Huang K, Luo W, Zhang F, Gan H, Yang Z

“…Keywords: metabolic syndrome, bile acid, gut microbiota, hyodeoxycholic acid, animal model, obesity…”
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GNA15 predicts poor outcomes as a novel biomarker related to M2 macrophage infiltration in ovarian cancer by Qin Liu, Qin Liu, Yabing Sun, Yabing Sun, Tao Zhang, Wanrun Lin, Jing Zhang, Huijuan Zhang, Huijuan Zhang, Wenxin Zheng, Hong Xu, Hong Xu, Feng Zhou, Feng Zhou

“…This study aims to establish a novel prognostic signature and identify M2-like TAM-related biomarkers in OC using RNAseq-based transcriptome analysis.MethodsPrognostic M2-like TAM-related genes were identified through univariate Cox regression, consensus clustering, and LASSO regression. …”
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Histological response and blood glucose level in a diabetic animal model after the oral administration of Mucuna pruriens: A systematic review and meta-analysis by Tri Wahyu Pangestiningsih, Dian Meididewi Nuraini, Morsid Andityas, Ariana Ariana

“…Materials and Methods: A systematic literature search was conducted across four databases (PubMed, Scopus, ScienceDirect, and Google Scholar) without date restrictions. …”
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Сomposite binders for 3d additive technologies by L. Kh. Zagorodnuk, M. Yu. Elistratkin, D. S. Podgornyi, Saad Khalil Shadid Al Mamuri

“…The results of studies on the production of composite binders for 3D additive technologies using Portland cement and man-made waste - waste of wet magnetic separation of the Stary Oskol electrometallurgical plant, modified with additives accelerators (Technonikol Master) and plasticizers (Polyplast PK-R) using mathematical planning and construction of mathematical models for composite binders with different hardening times are pesented.Conclusion. …”
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Development adjustment technology of extending life cycle for nearly-abandoned reservoirs by ZHANG Lianfeng,ZHANG Yilin,GUO Huanhuan,LI Hongsheng,LI Junjie,LIANG Limei,LI Wenjing,HU Shukui

“…By employing detailed reservoir geological modeling, numerical simulation methods, and microscopic displacement experiments, the distribution characteristics of remaining oil after polymer flooding were characterized. …”
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Characteristics and Evolution Trends of Extreme Precipitation in Southern Gaoligong Mountain from 1981 to 2020 by CHEN Wen-hua, ZHANG Ning, FENG Chun-hong, ZHAO Wei-hua, YANG Min

“…[Objectives] To reveal the spatiotemporal characteristics of extreme precipitation from 1981 to 2020 in the southern Gaoligong Mountain(S-GLG) and explore its relationship with strong ENSO events, this study analyses the trends of five extreme precipitation indices (EPIs) and their responses to large-scale sea surface temperature anomalies, such as the Oceanic Niño Index (ONI) and the Dipole Mode Index (DMI), providing a scientific basis for regional drought risk assessment and water resource management. [Methods] Using daily precipitation data from 8 meteorological stations, this study selected five EPIs: total wet-day precipitation (PTOT), maximum consecutive dry days (CDD), maximum 1-day precipitation (RX1day), number of heavy precipitation days (R10mm), and extreme precipitation intensity (SDII). …”
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The Effectiveness of Instruction Based on the Four-Component Instructional Design (4C-ID) Model on Meaningful Learning and Critical Thinking in Sixth-Grade Students of Ardabil by Nader Heidari Raziabad, Vahid Rahimzadeh, Ali Khaleghkhah

“…Method Considering that the purpose of this research was the effectiveness of instruction based on the four-component educational design model (4C-ID) on meaningful learning and critical thinking. …”
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Efficacy of Assessing Magmatic Storage Depth Using Natural Samples, Experiments and Thermodynamic Models: A Case Study From Valles Caldera, NM (USA) by Magdalen A. Grismer, Laura E. Waters, Gordon M. Moore, Gabriela A. Farfan

“…Abstract Estimates of magmatic storage are typically made using mineral assemblages in natural samples, experiments and thermodynamic models (e.g., MELTS), where each method has limitations. …”
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Assessment of Organic Matter Influence on the Ecological Integrity of Poyang Lake Using O/E Model and Chemical–Biological Indices over the Past Two Decades by Jindong Wang, Wenjie Huang, Chenglian Feng, Hongyang Wang

“…The results showed that the benthic community structure is simple, and the biodiversity is low, which is mainly dominated by Insecta in Arthropoda and Oligochaeta in Oroidea, accounting for 84.3% and 42.4%, respectively; the results of the O/E index evaluated under the threshold of probability of capture ≥ 0.5 showed that the health grade of all sections was sub-healthy or average, which was consistent with the results of the chemical–biological composite index evaluation. The dual evaluation method of the O/E model and chemical–biological composite index adopted in this study integrates more than twenty years of long-time scale data; this method combined with long time scale data has not been studied before, and its advantage is that it can more objectively show the change in the ecological situation of Poyang Lake for many years. …”
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Constitutive Study of Limestone Damage in Karst Areas under Acidic Dry-Wet Cycles by ZHANG Yan, YUAN Pu-long, HUANG Lan-tao

“…By integrating the Weibull distribution function with a composite damage variable, a geometric damage model was established. …”
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Mechanical properties and damage evolution mechanisms of polyurethane grouting materials for roadway reinforcement by Zijun Han, Hongtao Liu, Qinyu Liu, Jialu Liang, Xiaofei Guo, Yang Chen, Zhen Hao, Qiang Yao

“…Chemical grouting reinforcement technology is a crucial method for enhancing the stability of roadway surrounding rock. …”
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Pricing strategies of Online Stores and its influence on Consumers’ buying decision. by Dr. Waqar Ahmad

“…Using a modified questionnaire derived from scholarly sources, the current study employed quantitative research methods. A total of 174 online shoppers made up the sample for this investigation. …”
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Predicting early diagnosis of intensive care unit-acquired weakness in septic patients using critical ultrasound and biological markers by Ling Lei, Liang He, Tongjuan Zou, Jun Qiu, Yi Li, Ran Zhou, Yao Qin, Wanhong Yin

“…Hence, this study was designed to identify predisposing factors for ICUAW and establish a predictive model for the early diagnosis of ICUAW. Methods This prospective observational multicenter study included septic patients from the comprehensive ICUs of West China Hospital of Sichuan University and 10 other hospitals between September and November 2023. …”
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One step reconstruction of carbon/P zeolite from coal gasification slag and its adsorption mechanism for crystal violet by Yuhua WU, Caizhu LIU, Yulong MA, Yonggang SUN, Wenxin JI, Li ZHU, Hongcun BAI

“…However, its traditional processing methods face technical bottlenecks such as difficulty in separating carbon ash, low atomic utilization rate, and severe secondary pollution, which seriously restrict its resource utilization efficiency. …”
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