<italic>DiverseNet:</italic> Decision Diversified Semi-Supervised Semantic Segmentation Networks for Remote Sensing Imagery by Wanli Ma, Oktay Karakus, Paul L. Rosin

“…Another limitation of most existing SSL frameworks is the insufficient diversity of pseudolabels, as they rely on the same network architecture and fail to explore different structures for generating pseudolabels. To solve this issue, we propose <italic>DiverseModel</italic> to explore and analyze different networks in parallel for SSL to increase the diversity of pseudolabels. …”
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Tracking the exhumation of a Pliocene (U)HP terrane: U‐Pb and trace‐element constraints from zircon, D'Entrecasteaux Islands, Papua New Guinea by Joel W. DesOrmeau, Stacia M. Gordon, Timothy A. Little, Samuel A. Bowring

“…Abstract Domal structures within the D'Entrecasteaux Islands of eastern Papua New Guinea expose ultrahigh‐pressure (UHP) Pliocene (5.6–4.6 Ma) eclogites and evidence for partial melting. …”
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Context-aware implicit neural representations to compress Earth systems model data by Farinaz Mostajeran, Nikhil M. Pawar, Jonathan M. Villarreal, Salah A. Faroughi

“…The inclusion of context allows the model to better capture the underlying structures and correlations in Earth system data. We evaluate different architectures of CA-INR using the surface temperature variable from the E3SM dataset and investigate the impact of incorporating different types, qualities, and numbers of contextual inputs, specifically, topography, mean climatological temperature, and their combination, on compression gain and reconstruction error. …”
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Network Directional Distance Function for Measuring Performance of Water Utilities in Malaysia by Norbaizura Kamarudin, Zuraida Khairudin, Nur Ainina Awang, Nur Rasyida Mohd Rashid, Zuraida Derasit

“…Recently, researchers have expanded the DEA and DDF models into network structures. Since the process of supplying the water services can be expressed as a network process, this study attempts to use the Network Directional Distance Function (NDDF) to measure the water utilities’ performance that incorporates NRW as the undesirable output factor. …”
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Vertebral osteoporotic fractures: differential diagnosis, therapeutic approaches by N. A. Shostak, A. A. Muradyants, N. G. Pravdyuk, A. V. Aksenova

“…It is necessary to take into account conditions under which the vertebral fracture occurred, its localization, prevalence, peculiarities of changes in bone structures, presence or absence of osteoporotic background, degenerative-dystrophic changes in the spine. …”
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Sociological Analysis of the Iran Social Science Elites Opinion about Socio-Economic Development by Mahmood Bastaminezhad, Akbar Talebpour, Khalil Mirzaei

“…The combination and interaction of these parts together pave the way for achieving the goals of this strategy that’s mean: providing basic services, realization of social justice, strengthen democratic structures, extending the social security umbrella , improving the quality of the environment , increase productivity and, … to provide. …”
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跨河大跨钢网架滑移施工关键技术研究 by 徐常森, 贾尚瑞, 郭彤, 邢遵胜

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Left ventricular stroke volume calculation based on Reuleaux triangle formula: correct geometric characteristics of aortic root in systemic blood flow assessment by A. B. Naumov, V. V. Makaruk, S. P. Marchenko, O. Yu. Chupaeva, A. M. Volkov, G. G. Khubulava

“…The sizes of anatomical structures were determined in 36 patients. The average value of the LVOT area was calculated – 3.8 cm2, the average value of the area of the aortic valve (AV) opening was 2.8 cm2, the AV area according to the circle formula – 3.14 cm2, the AV area according to the Reuleaux triangle formula – 2.8 cm2. …”
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S-farnesylation is essential for antiviral activity of the long ZAP isoform against RNA viruses with diverse replication strategies. by Dorota Kmiec, María José Lista, Mattia Ficarelli, Chad M Swanson, Stuart J D Neil

“…Confocal microscopy confirmed the CaaX motif mediated localization of ZAP-L to vesicular structures and enhanced physical association with intracellular membranes. …”
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Male partner roles in cervical cancer transmission and prevention in central Kenya: A quantitative approach by John H. Mwangi, Gloria N. Mtshali, Pretty Mbeje

“…Results: Some of the factors that couples perceived to affect male partner’s participation were individual characteristics such as marital status (p = 0.017), occupation (p  0.000), income (p = 0.04), place of residence (p = 0.000), health facility factors including friendly affordable services (p = 0.025), places for health service delivery (p  0.001) and male friendly services (p = 0.000). The community structures and leadership patterns influenced male participation in cervical cancer prevention and control. …”
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Ultrasonic Pulse Velocity for Real-Time Filament Quality Monitoring in 3D Concrete Printing Construction by Luis de la Flor Juncal, Allan Scott, Don Clucas, Giuseppe Loporcaro

“…The absence of effective real-time quality control mechanisms, however, can lead to inconsistencies in extrusion, compromising the integrity of 3D-printed structures. Although the importance of quality control in 3DCP is broadly acknowledged, research lacks systematic methods. …”
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The effect of eight weeks of intense interval training combined with bee pollen consumption on the levels of serotonin, dopamine, and PGC-1α proteins in the hippocampus of rats exp... by Aref Heydari, Vahid Valipour Dehnou, Firuz Sharafi Deharham, Mehdi Roozbahani

“…Introduction:  Neurotransmitters and PGC1α enhance neurological disorders, regulate mitochondrial function, and oxidative stress in the central nervous system, while toxic cadmium damages nervous system structures. In the present study, the effect of eight weeks of high-intensity interval training combined with pollen consumption on the levels of serotonin, dopamine, and PGC-1α proteins in the hippocampus of rats exposed to cadmium was investigated. …”
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SOME SPECIFIC FEATURES OF ENERGY CONSUMPTION IN MODERN RESIDENTIAL BUILDINGS by S. N. Osipov, A. V. Zakharenko, S. A. Danilevskii

“…Meanwhile, the requirements for lower energy consumption are constantly increasing, that is especially pronouncedly manifested in the growth of normative values of thermal resistance of enclosing structures of buildings and in the increased interest in the use of secondary energy resources extracted from the air and effluent wastewater. …”
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Recovery surgery for extracapsular extension of squamous cell cancer metastasizing to the lymph nodes in the neck by D. V. Sikorskiy, S. O. Podvyaznikov, O. V. Zhelezin, M. I. Kopeykina, A. A. Chernyavskiy, A. N. Volodin

“…Metastatic neck lymph nodes in massive lesion of their tissue with tumor cells are accompanied by extracapsular extension to the adjacent structures in a number of cases. The greatest problem in clinical oncology is when even extended radical neck dissection fails to completely remove tumor tissue that is macroscopically detectable after surgical resection. …”
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Silvicultural Characteristics of European Larch Trees of Different Kraft Classes in Forest Crops by Mikhail D. Merzlenko, Vladimir A. Bryntsev, Petr G. Melnik, Anna A. Kozhenkova

“…In general, the division of the plantation into Kraft classes reflects the functional hierarchy and shows the existence of rank structures of the dendrocenosis and their stability over time.…”
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负弯矩区采用RPBL连接的钢-混凝土组合梁高温下截面塑性铰演化研究 by 陈喜芝, 周焕廷, 阮健, 陈建平

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STUDY THE EFFECTS OF TREATING EXPERIMENTAL VAGINAL CANDIDIASIS WITH THYME , OREGANO OIL AND NYSTATIN ON PITUITARY-GONADAL AXIS IN FEMALE RABBITS by Abdulrazak N. Khudair and Jassim M.A.Alkalby, Bushra F. Hasan

“…Nystatin decreased all reproductive hormones. results showed improvement of organs structures in treated with thyme or oregano oils…”
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Elevation Models, Shadows, and Infrared: Integrating Datasets for Thermographic Leak Detection by Loran Call, Remington Dasher, Ying Xu, Andy W. Johnson, Zhongwang Dou, Michael Shafer

“…Thus, a shadow and solar energy model was implemented to estimate the position of shadows and energy flux at given times based on the elevation of the surrounding structures. Data fusion between the metrics of shadow time, solar energy, and the temperature profile was utilized to filter the existing points of interest further. …”
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Understanding the Contemporary Social Construction of Sirri Marriages in Indonesia: An Analysis of Islamic Family Law Perspectives by David Wildan, Dini Syamarina

“…This phenomenon highlights the tension between formal legal frameworks and traditional social practices, underscoring the importance of understanding local values and social structures when addressing issues of legal pluralism. …”
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Substantation of the method of lumbo-pelvic fixation in verically unstable fractures of the sacrum by R. I. Zakirov, I. F. Akhtyamov

“…According to the literature and our own observations, there is an increase in the number of victims of young, ablebodied age with severe injuries to the pelvic structures. Despite numerous developments and studies in this area, high mortality and a high percentage of unsatisfactory treatment results remain. …”
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