Spatial attention-guided pre-trained networks for accurate identification of crop diseases by Satrughan Kumar, S. S. Aravinth, Sreedhar Kollem, Munish Kumar, Quadri Noorulhasan Naveed, Azath Mubarakali, Abhishek Bhattacherjee, Addisu Frinjo Emma

“…The proposed approach achieved an accuracy of 99.89% and a recall rate of 99.87%, demonstrating its suitability for crop classification with minimal computational overhead. …”
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Investigation of the prevalence of polycystic ovary syndrome in Hamedan province in 2021 by Fatemeh Asadi, Zahra Mahdavi Fakher, Motahareh Masoomi, Salman Khazaie

“…Menstrual irregularity, infertility rate, mean serum testosterone level, the prevalence of hyperlipidemia, mean LDL, and total serum cholesterol were significantly higher in the PCOS group (P<0.05). …”
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Urban Growth Dynamics in the New Capital of North Maluku: A Spatiotemporal Perspective on Land Cover Transformation in Sofifi by M. Fadel Aginda, Hayati Sari Hasibuan, Rudy Parluhutan Tambunan, Muhammad Attorik Falensky, Satrio Rifqi Wicaksono

“…To ensure the sustainability of urban growth dynamics in Sofifi, this study aims (1) identify and analyze the spatiotemporal dynamics of land cover transformation from 1995 to 2020 in Sofifi and (2) analyze the growth pattern of urban expansion in Sofifi. This study employed multitemporal Landsat imageries within the 1995 to 2020 period with supervised classification using the CaRT classifier in Google Earth Engine and the NDBI maps to calculate the urban expansion rate and intensity index. …”
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Experimental investigation and modeling of heat and moisture transfer beneath asphalt pavements under rainfall conditions by Weihang Hua, Long Jin, Miaomiao Bai, Huimei Zhang

“…A nonlinear “decrease–increase” pattern was observed at 12 cm due to the capillary barrier effect. …”
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What can COVID‐19 teach us about patient satisfaction in the emergency department? A mixed‐methods approach by Maureen O. Grissom, Morgan Farra, Eric S. Cruzen, Erin Barlow, Sanjey Gupta

“…General negative comments were proportionately greater than general positive comments in 2019, whereas in 2020 the reverse pattern held. Other categories did not differ significantly across 2019 and 2020. …”
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Compound Action Potential of Isolated Spinal Cord: A Biophysical Analysis to Address Activity of Individual Fibers Following Contusion Injury by I. Rad, K. Khodayari, S. Kouhzaei, H. Mobasheri

“…In order to identify a representative pattern of CAP applicable in SCI, the recoded CAPs were evaluated, averaged and fitted using Matlab curve fitting toolbox. …”
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Population Analysis of Bali Sardinella (Sardinella lemuru, Bleeker 1853) Landed in PPI Kedonganan using Length-Weight Data and Digital Analysis (ImageJ) by Ni Putu Dian Pertiwi, Ida Ayu Purnama Bestari, M. Danie Al Malik, Mark Anthony Phuong

“…Population condition analysis showed that S. lemuru population is in isometric condition (b=3); with indication of declining in the length growth pattern compared with previous research (L∞= 20.75 cm with K= 1.1); the mortality estimation showed that fishing mortality (F=1.27) was lower than natural mortality (M=2.22), with the survival rate higher on smaller size fish. …”
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GBsim: A Robust GCN-BERT Approach for Cross-Architecture Binary Code Similarity Analysis by Jiang Du, Qiang Wei, Yisen Wang, Xingyu Bai

“…Recent advances in graph neural networks have transformed structural pattern learning in domains ranging from social network analysis to biomolecular modeling. …”
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Development of a Mechanistic Hypothesis Linking Compensatory Biomechanics and Stepping Asymmetry during Gait of Transfemoral Amputees by Abeer Mohamed, Andrew Sexton, Kirsten Simonsen, Chris A. McGibbon

“…We examined gait parameters to identify the stepping asymmetry then examined the external work rate (centre of mass) and internal (joint) power profiles to formulate a working hypothesis to mechanistically explain the observed stepping asymmetry. …”
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CINACALCET IN TREATMENT OF HYPERPARATHYROIDISM IN RECIPIENTS OF RENAL GRAFT by O. N. Vetchinnikova, E. O. Shcherbakova, E. Y. Polyakova

“…Renal excretion of calcium varied differently − in two patients increased gradually, without exceeding the physiological norm, and in one − remained stable. Gene- ral pattern in the dynamics of serum concentration and urinary excretion of phosphorus was not observed. …”
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Prediction of Urban Construction Land Carbon Effects (UCLCE) Using BP Neural Network Model: A Case Study of Changxing, Zhejiang Province, China by Qinghua Liao, Xiaoping Zhang, Zixuan Cui, Xunxi Yin

“…The results demonstrate that the BP neural network model effectively predicts the different types of UCLCE, with an average error rate of 30.10%. (1) The total effect and intensity effect exhibit different trends in the study area, and a carbon effect table for different types of UCL is established. (2) The spatial distribution characteristics of UCLCE reveal a distinct reverse-L pattern (“┙”-shaped layout) with positive spatial correlation (Moran’s I = 0.11, <i>p</i> < 0.001). (3) The model’s core practical value lies in enabling forward-looking assessment of carbon effects in urban planning schemes and precise quantification of emissions reduction benefits. …”
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Transmission characteristics of the 2009 H1N1 influenza pandemic: comparison of 8 Southern hemisphere countries. by Lulla Opatowski, Christophe Fraser, Jamie Griffin, Eric de Silva, Maria D Van Kerkhove, Emily J Lyons, Simon Cauchemez, Neil M Ferguson

“…Corresponding estimates for overall attack-rate were in the range 20-50%. All model fits indicated a significant decrease in susceptibility to infection with age. …”
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Spatio-temporal evolution and driving factors of the coupling and coordinated development of China's digital economy and older adult care services by Hui Liu, Wei Wang, Sha Li

“…The study analyzes the level of coordinated development between the two using the coupling coordination degree model, and measures the main driving factors using the geographical detector model.Results(1) The overall level of coupling and coordinated development between China's digital economy and older adult care services shows an upward trend, but the growth rate is uneven, exhibiting an “M-shaped” pattern, with rapid growth followed by gradual slowdown, a bottoming-out rebound, and then a continuous decline. (2) There are significant spatial differences in the coupling and coordinated development of China's digital economy and older adult care services. …”
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Cellular Hypertrophy and Increased Susceptibility to Spontaneous Calcium-Release of Rat Left Atrial Myocytes Due to Elevated Afterload. by Haifei Zhang, Mark B Cannell, Shang Jin Kim, Judy J Watson, Ruth Norman, Sarah C Calaghan, Clive H Orchard, Andrew F James

“…There were no significant differences between AoB and Sham cells in the rate of Ca2+ extrusion during recovery of electrically-stimulated or caffeine-induced transients. …”
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Discrete Optimization of Software-Controlled Modes of Heat Treatment of Concrete Products in Heat-Technological Facilities by A. M. Niyakovskii, V. N. Romaniuk, Yu. V. Yatskevich, A. N. Chichko

“…In the article the technique of an assessment of modes of operation of the heat engineering equipment used for heat treatment of concrete products in the conditions of programcontrolled heat supply according to the pattern of “heating – isothermal influence – cooling” has been developed. …”
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CONCOMITANT CARDIOVASCULAR DISEASES AND ANTIHYPERTENSIVE TREATMENT IN OUTPATIENT PRACTICE (BY THE RECVASA REGISTRY DATA) by M. Loukianov

“…Aim. To study a pattern of concomitant cardiovascular diseases (CVDs) and to estimate particularities and quality of medical antihypertensive therapy in hypertensive patients in real outpatient practicewith a help of the Registry in Ryazan region.Material and methods. …”
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Health symptoms and post-COVID-19: Comparing symptomatic groups based on self-reported and primary care data. by Jenny Gerbecks, C Joris Yzermans, Michel L A Dückers, Mark Bosmans, Christos Baliatsas

“…In EHRs, symptoms between groups showed generally the same pattern.<h4>Conclusion & discussion</h4>This study points at variation in symptomatology after COVID-19 infection. …”
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Fairness-Oriented Charging Station Location Optimization Driven by Deep Reinforcement Learning by Siyue Yuan, Jiaying Fu, Xiaoyin Ma

“…The results show that the charging station layout in Beijing exhibits a &#x201C;dense center, sparse periphery&#x201D; pattern, with schools, hospitals, and other public facilities being the main driving factors. …”
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Revealing the Accretion Flow in M87*: Insights from Faraday Rotation by Constanza Echiburú-Trujillo, Jason Dexter

“…Comparing the counter-jet and forward-jet linear polarization states should enable detection of M87’s accretion flow and provide lower limits on electron density, magnetic field strength, and mass accretion rate.…”
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Distalization with Clear Aligners: Accuracy, Impact of Mini-Screws, and Clinical Outcomes by Teresa Pinho, Diana Melo, Sofia Ferreira, Maria Gonçalves

“…Additionally, no significant associations were found between distalization outcomes and skeletal pattern (<i>ANB angle</i>) or <i>facial biotype</i>. …”
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