Machine learning-based brain magnetic resonance imaging radiomics for identifying rapid eye movement sleep behavior disorder in Parkinson’s disease patients by Yandong lian, Yibin Xu, Linlin Hu, Yuguo Wei, Zhaoge Wang

“…This study aims to develop and validate an magnetic resonance imaging (MRI) radiomics-based machine learning classifier to accurately detect RBD patients with Parkinson’s disease (PD). Methods Data from 183 subjects, including 63 PD patients with RBD, sourced from the PPMI database were utilized in this study. …”
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Evaluating The Utilization Of Physics Laboratories in High Schools: A Case Study at SMAN 5 Metro by Riswanto Riswanto, Nyoto Suseno, Wari Prastiti, Friska Octavia Rosa, Dian Utama Hartanto Setya Putra, Febi Afifah, Anggun Saputri Saputri

“…A qualitative descriptive method was employed, involving Grade XI students and physics teachers as research participants. …”
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Pressure Transient Analysis and Flux Distribution for Multistage Fractured Horizontal Wells in Triple-Porosity Reservoir Media with Consideration of Stress-Sensitivity Effect by Jingjing Guo, Haitao Wang, Liehui Zhang, Chengyong Li

“…However, little work has been done on pressure transient behavior of multistage fractured horizontal wells in triple-porosity reservoirs. Based on source/sink function method, this paper presents a triple-porosity model to investigate the transient pressure dynamics and flux distribution for multistage fractured horizontal wells in fractured-vuggy reservoirs with consideration of stress-dependent natural fracture permeability. …”
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Artificial neural network analysis of natural convection of Casson fluid flow over a curved stretching surface with viscous dissipation by Sami Ul Haq, Muhammad Bilal Ashraf, Arooj Tanveer

“…The focus of the current study is to analyze the non-similar solutions of natural convection transport of Casson fluid over a curved surface in the presence of a magnetic field, joule heating, and heat source. The flow of Casson fluid in the presence of a magnetic field has applications in bioengineering such as MRI, and artificial neural networks (ANNs) are used to optimize MRI images for better diagnostic results. …”
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Toward a Domain-Overarching Metadata Schema for Making Health Research Studies FAIR (Findable, Accessible, Interoperable, and Reusable): Development of the NFDI4Health Metadata Sch... by Haitham Abaza, Aliaksandra Shutsko, Sophie A I Klopfenstein, Carina N Vorisek, Carsten Oliver Schmidt, Claudia Brünings-Kuppe, Vera Clemens, Johannes Darms, Sabine Hanß, Timm Intemann, Franziska Jannasch, Elisa Kasbohm, Birte Lindstädt, Matthias Löbe, Katharina Nimptsch, Ute Nöthlings, Marisabel Gonzalez Ocanto, Tracy Bonsu Osei, Ines Perrar, Manuela Peters, Tobias Pischon, Ulrich Sax, Matthias B Schulze, Florian Schwarz, Carolina Schwedhelm, Sylvia Thun, Dagmar Waltemath, Hannes Wünsche, Atinkut A Zeleke, Wolfgang Müller, Martin Golebiewski

“…The National Research Data Infrastructure for Personal Health Data (NFDI4Health) seeks to optimize data sharing among the clinical, epidemiological, and public health research communities while preserving privacy and ethical regulations. …”
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A retrospective study on the carbon footprint of bodies donated to science for sustainable medical education and research by Carlo Barausse, Carlo Barausse, Subhi Tayeb, Lorenzo Bonifazi, Simone Lodi, Giulia Adalgisa Mariani, Ester Orsini, Sara Zanni, Alessandra Bonoli, Lucia Manzoli, Stefano Ratti

“…However, in countries where there is a shortage of locally donated bodies, anatomical centers are increasingly turning to external body donation programs, such as those in the United States, to meet their needs.MethodsThis study assesses the carbon footprint (CO2e) of locally sourced vs. internationally sourced donated bodies, with the carbon footprint of the latter being estimated hypothetically. …”
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Lithium-loaded acetone-based novel liquid scintillator by Tae Yeong Kang, Ji Young Choi, Kyung Kwang Joo, Eun Min Kim, Sang Yong Kim

“…A 100 ml glass cell was filled with our liquid scintillator and irradiated with $$^{252}$$ Cf radioactive source. For neutron and gamma discrimination, conventional pulse shape discrimination method was used. …”
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The effect of prebiotic with bifidogenic properties on morphometric parameters of rabbits by E. V. Vinogradova, M. K. Chugreev, N. I. Kulmakova

“…The microbiocenosis uses lactulose as a source of carbohydrates and energy. In this work, the optimal dosage and method of introducing lactulose into the diet of young rabbits of the California breed are calculated and determined experimentally. …”
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THE ROLE OF BANK SYARIAH INDONESIAN (BSI) IN IMPROVING THE QUALITY OF LIFE OF FARMERS IN TOLOWATA VILLAGE, AMBALAWI DISTRICT, BIMA REGENCY by Nuralfulailah Nuralfulailah, Rafiuddin Rafiuddin, Syarif Hidayatullah

“…This study uses a descriptive method with a qualitative approach. Data collection techniques are carried out through in-depth interviews, non-participatory observation, and documentation studies, with data validation through source and method triangulation techniques. …”
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Simulation of thermochemical effects on unsteady magneto hydrodynamics fluids flow in two dimensional nonlinear permeable media by Igba Denen Solomon Igba, Idugba Mathias Echi, Vezua Emmanuel Tikyaa

“…These equations were solved numerically using the shooting technique, the sixth-order Runge-Kutta Fehlberg method, and Newton’s Raphson method, supported by Maple software. …”
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Numerical Study of the Hydrodynamic Performance of a Dual-Chamber Oscillating Water Column Wave Energy Converter Device by Peng Tang, Qing Xu, Shengchao Jiang, Junlin Zhu, Hongsheng Zhang

“…The displacement of the free surface was accurately captured using the volume of fluid (VOF) methodology, and the governing equations were solved using the finite volume method (FVM). The dependability of the computational method was shown by validating the numerical model, which was based on a 2D representation, against experimental data. …”
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Calculation model of thermoelectric system for cooling discrete semiconductor devices by O. V. Evdulov, A. M. Ibragimova, T. Yu. Magomedov

“…The aim of the study is to develop a computational model of a thermoelectric system (TPS) for cooling discrete semiconductor devices (DSD), implemented in the Elcut application software package, and to conduct a corresponding numerical experiment on it.Method. A new type of DPP cooling system has been developed, which uses several TEM sections that provide heat removal from both the lower and upper surfaces of the fuel elements, which increases the heat exchange surface between the cold source and the REE element and increases the heat removal efficiency. …”
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Synthesis and Application of Calcium-Alginate-Chitosan as a Seawater Desalination Product by Cahyani Hety Setia, Syah Alif Alfarisyi, Wijaya Anugrah Ricky, Utomo Yudhi, Pramesti Indah Nur

“…This research aims to synthesize calcium-alginate-chitosan beads using natural coral skeleton waste as a source. Calcium-alginate-chitosan beads function to absorb NaCl levels in seawater. …”
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Recapitulation of physiologic and pathophysiologic pulsatile CSF flow in purpose-built high-throughput hydrocephalus bioreactors by Ahmad Faryami, Adam Menkara, Shaheer Ajaz, Christopher Roberts, Ryan Jaroudi, Blake Gura, Tala Hussini, Carolyn A. Harris

“…Testing clinical parameters of flow, pressure, shear, catheter material, surface modifications, and others while optimizing for minimal protein, cellular, and blood interactions has yet to be done systematically for ventricular catheters. …”
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Analysis of the Rights and Obligations of Stakeholders in China’s National Park Concession System by Le ZHONG, Zhicong ZHAO

“…The findings of this research shed light on several pivotal issues within the idealized “ought to be” state of the concession system. For grantors, the optimal scenario necessitates their being administrative authorities, such as national park management bureaus (including provincial-level bureaus). …”
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Sensitive and specific peak detection for SELDI-TOF mass spectrometry using a wavelet/neural-network based approach. by Vincent A Emanuele, Gitika Panicker, Brian M Gurbaxani, Jin-Mann S Lin, Elizabeth R Unger

“…The method shows promise in addressing the ongoing SELDI reproducibility issues.…”
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Rapid Separation and Determination of Metronidazole Benzoate and Other Antiprotozoal Drugs by Pressurized Capillary Electrochromatography by Sulan Liao, Qilin Weng

“…A novel method for the rapid separation and determination of five polar 5-nitroimidazoles in water from different sources by pressurized capillary electrochromatography has been developed. …”
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An enhanced pivot-based neural machine translation for low-resource languages by Danang Arbian Sulistyo, Aji Prasetya Wibawa, Didik Dwi Prasetya, Fadhli Almuíini Ahda

“…The data collecting approach entailed extracting parallel texts from internet sources, followed by pre-processing through tokenization, normalization, and stop-word elimination algorithms. …”
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Smart Power Systems Transformation: Advanced Fault Detection With Edge Computing and Signal Processing in LV Networks With EV Charging Stations by Partha Chakraborty, Pampa Sinha, Subhra Debdas, Kaushik Paul, Chidurala Saiprakash, Vasupalli Manoj, Taha Selim Ustun, Ahmet Onen

“…This research presents a novel framework for improving fault detection and grid resilience in modern power systems by leveraging edge computing, optimized infrastructure placement, and advanced signal processing. …”
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Graphical Reconstruction of the Lost Paper Mill at Locks 11–12 of the Canal de Castilla by José M Geijo-Barrientos, Alberto Sánchez-Lite, Victor Julio Romero, Jose Luis Fuentes-Bargues

“…To achieve this, an analytical–synthetic method has been followed: in the analysis phase, multiple sources and materials are thoroughly examined from various perspectives, while in the synthesis phase, drawing is employed as a means of reflection, since any hypothesis about this factory must be validated through sufficiently precise graphical representations. …”
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