Prediction of pathological grade of oral squamous cell carcinoma and construction of prognostic model based on deep learning algorithm by Tingru Shao, Peirong Ni, Chun Wang, Jiahui Li, Xiaozhi Lv

“…The results showed that the model had good prediction efficiency and good generalization ability. In addition, deep learning features were extracted from the model, and the prognostic risk model of OSCC was further constructed combined with transcriptome data to explore the differences in gene expression levels and immune cell infiltration levels between high and low risk groups. …”
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Analysing hydrological impacts of controlled drainage, peat thickness and groundwater fluxes in cultivated peat soils by Mika Tähtikarhu, Timo A. Räsänen, Jari Hyväluoma, Arndt Piayda, M. Myllys

“…If the soils are drained efficiently during the spring, controlled drainage cannot increase groundwater levels during the following growing season if the amount of evapotranspiration exceeds the amount of precipitation and influxes. …”
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A Lightweight Network with Domain Adaptation for Motor Imagery Recognition by Xinmin Ding, Zenghui Zhang, Kun Wang, Xiaolin Xiao, Minpeng Xu

“…A lightweight feature extraction module is designed to extract key features from both the source and target domains, effectively reducing the model’s parameters and improving the real-time performance and computational efficiency. To address differences in sample distributions, a domain adaptation strategy is introduced to optimize the feature alignment. …”
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An Operational Carbon Emission Prediction Model Based on Machine Learning Methods for Urban Residential Buildings in Guangzhou by Lintao Zheng, Kang Luo, Lihua Zhao

“…However, the standard operating conditions specified in current energy-saving standards significantly differ from the actual energy consumption under real operating conditions. …”
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Sleep and biorhythm among intercontinental pilots: the effect of exempting flight crews from mandatory layover and flight times during COVID-19 by Yanru Zhou, Jingqiang Li, Huanxi Zhang, Xining Zhang

“…Eighty pilots flying from China to five countries wore a body movement recorder, which has been validated for estimating total sleep time, sleep efficiency, and interdaily stability. The results of the K-means clustering analysis showed differences in sleep and biorhythm on flying days between departures during the day and at night, west–east and north–south flights, and exempt and non-exempt flights. …”
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Successively Equatorward Propagating Ionospheric Acoustic Waves and Possible Mechanisms Following the Mw 7.5 Earthquake in Noto, Japan, on 1 January 2024 by Bing Zhang, Tong Liu, Xueshang Feng, Guochang Xu

“…Secondary factors likely include northward thermospheric winds suppressing northward wave propagation and land‐ocean coupling efficiency differences, which enhanced vertical displacements over southern continental regions. …”
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Perceived Risk Assessment Criteria for Public–Private Partnership Projects in the Water and Sewage Sector: Comparison of Perspectives from Iranian Public and Private Sectors by Leila Moradi Shahdadi, Babak Aminnejad, Hadi Sarvari

“…In contrast, the private sector prioritizes the “ability to predict and discover risk”, emphasizing efficiently anticipating and managing uncertainty. Furthermore, this study revealed five common major risk characteristics, including “risk manageability” and “uncertainty of risk”; however, their rankings differ per industry, demonstrating various risk prioritizing methodologies. …”
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Construction of A Thermoelectric Coolbox System With Ice Pack Modification for Mango Storage Based on The Internet of Things by Fauzan Amri, Ardiansyah Rahma Putra, Moh. Abdul Gofur, Doli Bonardo

“…The system operates based on the Peltier effect, which generates a temperature difference between two sides of the material when an electric current is applied. …”
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Influence of Membrane Materials and Operational Modes on the Performance of Ultrafiltration Modules for Drinking Water Treatment by Gongduan Fan, Zhaoyue Su, Rujing Lin, Xiuyong Lin, Renxin Xu, Wei Chen

“…The results showed that the membrane materials and operational modes did not result in significant difference of the removal efficiency of turbidity, CODMn, and NH4-N. …”
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Companies’ ESG performance under soft and hard regulation environment by Bence Lukács, Péter Molnár

“…The divergence was measured using absolute score differences between agencies, and statistical tests and cluster analysis were conducted to evaluate the impact of regulation on rating consistency. …”
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ANALYSIS OF CORRELATION BETWEEN THE LEVEL OF RURAL COMMUNITIES DEVELOPMENT AND THE DEGREE OF STAKEHOLDERS INVOLVEMENT. CASE STUDY, CĂLĂRAȘI COUNTY, ROMANIA by Daniela CREȚU, Radu Andrei IOVA, Oana Roberta CREȚU, Elena LASCĂR

“…Analyzing the degree of respondents’ satisfaction with the achievements of the commune, it is found that the answers differ significantly depending on the commune size according to the number of inhabitants, age, education, gender, social status. …”
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Carbon taxation and emission trading in Vietnam: insights from E-DSGE model by Ngoc Vu Thi Minh, Hang Trinh Thi Thu

“…The model abstracts from household-level heterogeneity and sectoral differences, which could be explored in future research for more detailed policy insights. …”
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A Comparative Analysis of the Accuracy of Crown Fabricated from Conventional Wax Patterns and CAD/CAM Technology – Milling and 3D Printing by MV Sunil Kumar, Rajesh Kumar, Ravindher Singh Saini, Rajesh Vyas, Sunil Kumar Vaddamanu

“…These technologies promise enhanced precision and efficiency compared to traditional methods. However, the accuracy of marginal and internal fits of crowns produced by these techniques remains under-explored. …”
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THE ROLE OF AROMATASE IN THE DEVELOPMENT OF ENDOMETRIOSIS by L. V. Adamyan, M. M. Sonova, O. N. Loginova, K. N. Arslanyan

“…The purpose of work – improving the efficiency of treating endometriosis by clarifying some aspects of the pathogenesis of endometriosis.Objectives of the study – determining the expression of aromatase in atopicescom and ectopic endometrium, to identify the relationship of polymorphisms in the aromatase gene and gems of detoksikatsii to optimize the ingenious treatment of patients with endometriosis.Materials and methods. …”
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The Relation between Reading Skills and Eye Movement Patterns in Adolescent Readers: Evidence from a Regular Orthography. by Magdalena Krieber, Katrin D Bartl-Pokorny, Florian B Pokorny, Christa Einspieler, Andrea Langmann, Christof Körner, Terje Falck-Ytter, Peter B Marschik

“…As English and German differ substantially with regard to orthographic complexity (i.e. grapheme-phoneme correspondence), we aimed to delineate specific characteristics of how reading speed and reading comprehension interact with eye movements in typically developing German-speaking (Austrian) adolescents. …”
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Electromagnetic processes in traction supply system of 2×25 kV with catenary supports disconnected from the railway track by A. B. Kosarev

“…Efficiency of use of the offered grounding system for sections with the supports disconnected from railway tracks, as well as for grounding of metal barriers of station platforms and metal barriers of railway tracks is established.…”
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The major factors of influence on the socio-psychological climate in the team of health care workers. by T. A. Vezhnovets

“…Moreover, these two institutions differed significantly by experience of joint work of health workers (р<0.05) and length of service of the headphysicians. …”
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Correction of Hemodynamic Disorders in the Complex Surgical Correction of Acquired Cardiac Valvular Defects by A. I. Lenkin, K. V. Paromov, A. A. Smetkin, V. V. Kuzkov, V. Yu. Slastilin, M. Yu. Kirov

“…Objective: to compare the efficiency of using the values of transpulmonary (PiCCO) and prepulmonary (Swan-Ganz catheter) thermodilution as guides to targeted therapy for hemodynamic disorders in the surgical correction of mixed cardiac valvular defects. …”
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Floor Eggs in Australian Cage-Free Egg Production by Ruby Putt, Hubert Brouwers, Peter John Groves, Wendy Isabelle Muir

“…Floor egg levels ranged from 0.01–17%. There was no difference in floor egg levels between the breeds of brown-egg-laying hens. …”
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Mapping Bus and Stream Travel Time Using Machine Learning Approaches by Gopikrishnan Nair, B. Anil Kumar, Lelitha Vanajaskshi

“…The only limitation with this data is that the buses differ greatly from the rest of the vehicles in terms of vehicle characteristics, freedom of driving, effect of bus-stops, etc. …”
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