Machine Learning Classification of First-Onset Drug-Naive MDD Using Structural MRI by Donghwa Kim, Pilsung Kang, Junhong Kim, Czang Yeob Kim, Jong-Ha Lee, Sangil Suh, Moon-Soo Lee

“…We aimed to determine whether it is possible to reliably train a highly accurate predictive classification algorithm, even with the first onset of drug-naive adolescent MDD, solely using structural magnetic resonance imaging and without using any other clinical data from the patients. …”
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Structural Design and Technology of Pocket Foundations for Long Precast Concrete Columns in Seismic Areas by Horia Constantinescu, Traian-Nicu Toader

“…The connection between a prefabricated reinforced concrete column and a pocket foundation is a case treated from a general perspective in the European Standard named EN 1992-1-1 (EC2), and when the structural engineer deals with the dimensioning or verification of the connection, he must tackle several unknowns. …”
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Investigation of structural and magnetic properties of MnTa2O6-based compounds by M. Anas, Alec Venner, Parashu Kharel

“…The x-ray diffraction data indicates that the parent compound MnTa2O6 has an orthorhombic crystal structure with space group Pbcn, whereas the compounds substituted with Fe2+ and Cr2+ both crystallize in tetragonal structure. …”
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Weaving Structural Violence into Trauma-Informed Qualitative Health Research with Populations Considered Vulnerable by Catherine Liao, Colleen Varcoe, Helen Brown, Ian Pike

“…These labels reflect an individual-level framing, implying that certain groups have made themselves difficult to engage rather than acknowledging the structural barriers that limit their access to services and research participation. …”
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Product packaging and consumer purchase intentions: a structural analysis in the afghan perfume market by Ziauddin Rahimi, Md. Abu Hasnat, Md. Sohel Rana, Nur-A-Alam Mishad, Kamrul Islam Talukder, Saleh Md. Arman, Khandakar Kamrul Hasan

“…In order to verify the hypotheses, 389 participants were administered a structured questionnaire, and the data were analyzed using Structural Equation Modeling (SEM) and Confirmatory Factor Analysis (CFA). …”
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Contemporary Pastoral Praxis: Addressing Structural Injustice in Nomzamo Park Informal Settlement, Soweto by Solomon Sipho Mahlangu, PhD

“…This article examines contemporary pastoral praxis in addressing structural injustice within the Nomzamo Park informal settlement in Soweto, South Africa, contributing to the contextualization of practical theology and pastoral care in the African context. …”
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Structural reconstructions of the Eastern Barents Sea at Meso-Tertiary evolution and influence on petroleum potential by A. A. Suslova, A. V. Stoupakova, A. V. Mordasova, R. S. Sautkin, A. A. Gilmullina

“…However, there are many questions in the petroleum exploration, one of them is the structural reconstruction. During its geological evolution, Barents Sea shelf was influenced by the Pre-Novaya Zemlya structural zone that uplifted several times in Mesozoic and Cenozoic. …”
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“3Co principle” for fidelity assessment for bulb flat models in ship structural analysis. by Shi Song, Sören Ehlers, Moritz Braun, Franz von Bock und Polach, Aditya Rio Prabowo

“…Although bulb flats have been numerically modelled in many ship structural analysis, whether a bulb flat model should be accepted and applied is seldom discussed. …”
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Intelligent UAV health monitoring: Detecting propeller and structural faults with MEMS-based vibration by Temel Sonmezocak

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Self-driving lab for the photochemical synthesis of plasmonic nanoparticles with targeted structural and optical properties by Tianyi Wu, Sina Kheiri, Riley J. Hickman, Huachen Tao, Tony C. Wu, Zhi-Bo Yang, Xin Ge, Wei Zhang, Milad Abolhasani, Kun Liu, Alan Aspuru-Guzik, Eugenia Kumacheva

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A Neural Network-Based Structural Parameter Assessment Method for Prefabricated Concrete Pavement by Yongsheng Tang, Yunzhen Lin, Tao Yu

“…Therefore, a new method based on a neural network is applied to implement a long-term structural assessment, with the input being monitored strain data; it is named the jellyfish search algorithm-optimized BP neural network (JS-BP) model. …”
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Structural integrity of the contralesional hemisphere predicts cognitive impairment in ischemic stroke at three months. by Rosalia Dacosta-Aguayo, Manuel Graña, Marina Fernández-Andújar, Elena López-Cancio, Cynthia Cáceres, Núria Bargalló, Maite Barrios, Immaculada Clemente, Pere Toran Monserrat, Maite Alzamora Sas, Antoni Dávalos, Tibor Auer, Maria Mataró

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Investigating the Structural Relationships between Cognitive and Metacognitive Dimensions with Physical Performance among Children by Amir Alizadeh, Mohammad Rahim Najafzadeh, Hamid Janani, Jafar Barghi Moghaddam1

“…Sustained attention was assessed using the Rapid Visual Information Processing Test (2010), working memory was evaluated with the Working Memory Capacity Test (1980), metacognitive dimensions (cognitive knowledge and cognitive regulation) were measured using the Schraw and Dennison Metacognitive Awareness Skills Questionnaire (1994), and physical performance was assessed with the short form of the Bruininks-Oseretsky Test (BOT-2). Data analysis was conducted using Pearson correlation coefficients and structural equations in SPSS version 20. …”
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Structural organization of a multi-level intelligent utility metering system with increased survivability by I. A. Magomedov, A. I. Magomedov, M. N. Khidivov, M. Sh. Usmanov

“…The basic principles for the creation of SNF utility metering devices and the structure of a multi-level system have been developed: the first level consists of ASEE with subscriber gas and water metering devices with built-in electronic devices connected to it via a radio channel; the second level is the district's strategic nuclear forces with a network coordinator installed at the district's transformer substation or on the roof of a high-rise apartment building. …”
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Numerical analysis method of stress wave transmission attenuation of coal and rock structural plane by Wenlong SHEN, Renren ZHU, Ziqiang CHEN, Guocang SHI

“…This study demonstrates that the machine learning prediction model based on BP artificial neural network technology has well-applicability, which can quickly determine the model parameters under the current inclination angle and axial static load of the coal rock structural plane, provide an efficient data-driven correction method for the parameters of the Barton-Bandis intrinsic model of the coal rock structural plane and also predict the parameters of numerical simulation of the coal rock structural plane under the larger inclination angle and axial static load ranges other than the given training samples.…”
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BRAIN NATRIURETIC PEPTIDE AS BIOCHEMICAL MARKER FOR STRUCTURAL AND FUNCTIONAL HEART DISORDERS IN ARTERIAL HYPERTENSION by S. V. Ivanova, Yu. A. Vasyuk, E. Yu. Shupenina, P. V. Krikunov, I. A. Sadulaeva

“…Aim. Assessment of structural and functional condition of the left and right heart chambers related to the level of NT-proBNP and clinical signs of CHD in AH patients.Material and methods. …”
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Markers of structural and cellular renal damage in localized renal cell carcinoma before treatment by E. M. Frantsiyants, N. D. Ushakova, D. A. Rozenko, N. N. Popova, A. D. Rozenko, A. V. Shulga

“…The purpose of the study was to analyze parameters of molecular markers of structural and cellular renal damage in localized renal cell carcinoma (RCC) with determining the nature of the initial abnormalities in the kidney functional state before the treatment.Patients and methods. …”
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Analyzing the impact of disaster-related factors on student preparedness using Structural Equation Modelling by Arinda Soraya Putri, Adryan Rizky Martin, Eko Setiawan, Afiqoh Akmalia Fahmi, Munajat Tri Nugroho, Evitania Salmadita Putri, Yuda Aditiya Pratama

“…The quantitative approach in this study uses the Structural Equation Modelling (SEM) method. Sampling was carried out by purposive sampling method or an assessment that was taken if it met certain criteria in accordance with the research topic, the sample used was 361 respondents. …”
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Failure Characterization of Automotive Structural Steels at Sub-zero Temperatures Under Service Loading by A. Bhanage, R. Bhortake, N. Satonkar, N. Dhobale

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Structural and functional assessment of TBX20 gene variants in pediatric ventricular septal defect by Zhenzhen Qin, Caixia Liu, Jie Wang, Yanmei Jin

“…Functional characterization of newly identified variants was conducted using homology-based protein structural modeling, dual-luciferase reporter assays, and quantitative real-time polymerase chain reaction (qRT-PCR). …”
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