Near-field extremely large-scale MIMO data rate prediction based on deep learning by Guozhi Rong, Rugui Yao, Yifeng He

“…This study utilized the CsiNet-LSTM (Long Short-Term Memory) model to realize the channel capacity prediction. This method combined the efficient CSI compression technique of CsiNet model with the temporal prediction capability of LSTM network, which could more accurately capture the dynamic characteristics of near-field extremely large-scale MIMO channels, thereby improving the accuracy of channel capacity prediction. …”
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Modulation of Giant Magnetoimpedance Effect in Co-Based Amorphous Wires by Carbon-Based Nanocoatings by Zhen Yang, Jiabao Huang, Jingyuan Chen, Chong Lei

“…The results demonstrate that both methods effectively enhanced the GMI properties of the coated Co-AWs. …”
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Multivariate quantitative analysis of glycan impact on IgG1 effector functions by Tamara Cvijić, Matej Horvat, Jakob Plahutnik, Ana Golob, Jaka Marušič

“…Our results show that just a 1% decrease in Fc fucosylation can lead to a more than 25% increase in antibody-dependent cell-mediated cytotoxicity. …”
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Studying the Effect of Curcumin (Standard & Supplements) and Zinc on the Concentrations of Glucose, Insulin, HOMA-IR, and Anti-Mullerian Hormone in PCOS-Model Rats by Suaad Muhammed Abd-Alqader, Sameerah Ahmed Zearah, Iqbal J. Al-Assadi

“…Glucose was determined by using the spectrophotometric method while insulin resistance is measured by calculation methods. …”
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Leveraging technology to probe mechanisms of psychopathology: A proof of concept study of inhibitory control. by Elise M Cardinale, Jennifer M Meigs, Simone P Haller, Kenny Fling, Urmi Pandya, Olivia Siegal, Anjali Poe, Shannon Shaughnessy, Christian Zapp, Jessica L Bezek, Kyunghun Lee, Parmis Khosravi, Ramaris German, David C Jangraw, Lauren M Henry, Meghan E Byrne, Katharina Kircanski, Ellen Leibenluft, Reut Naim, Daniel S Pine, Melissa A Brotman

“…<h4>Method</h4>In a transdiagnostic sample of 200 youth aged 8-20, we (i) apply knowledge from canonical inhibitory control tasks in the methodological design of the mobile application, (ii) establish feasibility and engagement with CALM-IT, (iii) assess test-retest reliability of CALM-IT, (iv) investigate the convergent validity of CALM-IT with behavioral and neural responses to laboratory-based tasks, and (v) probe clinical relevance via associations with clinical symptoms.…”
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RSDCNet: An efficient and lightweight deep learning model for benign and malignant pathology detection in breast cancer by Yuan Liu, Haipeng Li, Zhu Zhu, Chen Chen, Xiaojing Zhang, Gongsheng Jin, Hongtao Li

“…Consequently, the development of an efficient, automated, and precise pathological detection method is crucial. Methods This study introduces RSDCNet, an enhanced lightweight neural network architecture designed for the automatic detection of benign and malignant breast cancer pathology. …”
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Aurora kinase A expression in pleomorphic adenoma, adenoid cystic carcinoma, and mucoepidermoid carcinoma of salivary glands: an immunohistochemical study by Razieh Zare, Leila Izadi, Mario Alberto Alarcón-Sánchez, Masumeh Taghva, Mohammad Ali Ranjbar

“…The expression of AurkA in the tissue samples was assessed by immunohistochemical method and was analyzed using statistical analysis (p < 0.05). …”
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Mass spectrometry-based discovery and diagnostic validation of T. cruzi antigens in the urine of congenitally infected Chagas Disease patients. by Kathryn Cassels, Raghad Almofeez, Jessica Roman, Hannah Steinberg, Ahana Byne, Amanda Haymond, Freddy Tinajeros, María Del Carmen Menduiña, Edith Málaga Machaca, Manuela Verástegui, José Luis Ramírez, Lance Liotta, Robert H Gilman, Alessandra Luchini

“…<h4>Principal findings</h4>We analyzed the urine of a cohort of infants who were congenitally infected with Chagas disease, using a method including affinity enrichment, mass spectrometry, and bioinformatics analysis to characterize the T. cruzi secreted peptidome. …”
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Does empowering women benefit poverty reduction? Evidence from a multi-component program in the Inner Mongolia Autonomous Region of China by Rui GU, Feng-ying NIE

“…The results suggest that researchers and policymakers need to pay more attention to poverty issues from the perspective of gender.…”
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Liver fibrosis of common roach (Rutilus rutilus Linnaeus, 1782): consequences of manmade load in conditions of full-scale war by М. Koziy, О. Koziy

“…The processing of histological samples was performed in the laboratory of histology, cytology and embryology of the Petro Mohyla Black Sea National University in accordance with the author’s method of histological diagnosis of fish tissues. …”
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Identification of CS Degradation Products in Objects Delivered from the Zone of a Special Military Operation by A. S. Iarlychenko, V. A. Ignatev, M. A. Ponsov, A. M. Grigoryev

“…Many of these products (including CS itself) are highly reactive substances, as a result of which the composition of the aerosol differs significantly from the set of products that can be subsequently detected in environmental objects.The aim of the work is to detect and identify CS derivatives in soil samples and in the material of gas grenades delivered from the zone of a special military operation to assess their relative content and select promising markers of the fact of CS use.Research methods. …”
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Gender- and Role-Specific Differences in the Perception of the Concept “Impishness” (based on the results of a psycholinguistic experiment) by Iia Gordiienko-Mytrofanova, Iuliia Kobzieva

“…Psycholinguistic experiment was the main method of research. The sample comprised 400 older adults (aged 30 – 60), male and female respondents being equally represented.  …”
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Investigation of Virulence and Antibiotic-Resistance of Bacillus cereus Isolated from Various Spices by Sahar Torki Baghbadorani, Ebrahim Rahimi, Amir Shakerian

“…The Kirby–Bauer disc diffusion method was applied as antibiotics susceptibility test. …”
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WeatherClean: An Image Restoration Algorithm for UAV-Based Railway Inspection in Adverse Weather by Kewen Wang, Shaobing Yang, Zexuan Zhang, Zhipeng Wang, Limin Jia, Mengwei Li, Shengjia Yu

“…Additionally, it incorporates a degradation synthesis method based on atmospheric scattering physical models to generate training samples that align with real-world weather patterns, thereby mitigating data scarcity issues. …”
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First evaluation of the emotional picture set of self-injury images (EPSI) using psychophysiological and self-report measures by Sarah-Louise Unterschemmann, Erik Malte Mueller, Silke Lux, Alexandra Philipsen, Marcel Schulze

“…This study offers a first evaluation of the EPSI picture set as a measurement of emotional reactivity by using emotional self-reports and psychophysiological measures in a sample of healthy participants. Method The EPSI picture set, which includes images with neutral objects, self-injury objects, and self-injury scenes, was presented to N = 64 (age: 22.42 (1.4) years, sex: 18 m/ 46f) healthy participants. …”
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Computational assessment of measurable residual disease in acute myeloid leukemia using mixture models by Tim R. Mocking, Angèle Kelder, Tom Reuvekamp, Lok Lam Ngai, Philip Rutten, Patrycja Gradowska, Arjan A. van de Loosdrecht, Jacqueline Cloos, Costa Bachas

“…This measurable residual disease (MRD) is used in clinical trials to stratify patients for more or less intensive consolidation therapy. However, an objective and reproducible analysis method to assess MRD status from flow cytometry data is lacking, yet is highly anticipated for broader implementation of MRD testing. …”
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A scale for measuring graduate nursing students’ academic resilience: a development and psychometric testing study by Yang Shen, Hanbo Feng, Xiaohan Li

“…Method This study was divided into two stages to develop the academic resilience scale for graduate nursing students (ARSGNS). …”
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Photocatalytic Degradation of Methyl Green Dye Mediated by Pure and Mn-Doped Zinc Oxide Nanoparticles under Solar Light Irradiation by Rizwan Akram, Adeena Fatima, Ziyad M. Almohaimeed, Zahid Farooq, Karwan Wasman Qadir, Qayyum Zafar

“…. %) nanoparticles have been synthesized using the chemical precipitation method and characterized for the photodegradation of methyl green (MG) pollutant dye under natural sunlight. …”
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HYGIENIC SUPPORT FOR THE REGIONAL MODEL OF CONGENITAL ANOMALIES MONITORING IN KUZBASS by Анна Владимировна Бачина, Елена Владимировна Коськина, Людмила Александровна Глебова, Юрий Семенович Чухров, Лилия Владимировна Попкова, Юлия Александровна Пеганова, Оксана Петровна Власова

“…We used methods of mathematical analysis, simulation sanitary and hygienic situations, statistical processing, and the method of mapping analysis. …”
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Profiles of Learners of Turkish as a Second Language in Terms of Acculturation Orientation, Psychological Adjustment, and Perceived Cultural Distance by Nezir Temür, Gülnur Aydın

“…In line with this aim, the correlational method, one of the quantitative research methods, was preferred in the study. …”
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