Classifying and Localizing Abnormalities in Brain MRI Using Channel Attention Based Semi-Bayesian Ensemble Voting Mechanism and Convolutional Auto-Encoder by Syed Muhammad Ahmed Hassan Shah, Asad Ullah, Jawaid Iqbal, Sami Bourouis, Syed Sajid Ullah, Saddam Hussain, Muhammad Qasim Khan, Yaser Ali Shah, Ghulam Mustafa

“…The classification of brain tumors into multiple classes is recognized as a complex challenge within the field of medical imaging. …”
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Enhancing Sustainable Manufacturing in Industry 4.0: A Zero-Defect Approach Leveraging Effective Dynamic Quality Factors by Rouhollah Khakpour, Ahmad Ebrahimi, Seyed Mohammad Seyed Hosseini

“…Moreover, the gathered data from defect detection can be used in two ways: to prevent defect occurrence in the future (detect-prevent) and to design algorithms for predicting when a defect may occur in the future, hence, to prevent defects before they arise (predict-prevent). …”
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ALK Family Inhibitor A83-01 Promotes the Proliferation of Mouse Male Germline Stem Cells (mGSCs) Under Serum- and Feeder-Free Conditions by Meng YU, Long WANG, Yue HU, Zhi-min LIAN, Jin-lian HUA

“…After continuous culturing, the proliferation efficiency of undifferentiated mGSCs and differentiation capacity of mGSC were examined as well. …”
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Characterization of emerging H3N3 avian influenza viruses in poultry in China by Cheng Yan, Jianzhong Shi, Pengfei Cui, Yuan Chen, Congcong Wang, Yan Wang, Jiahao Miao, Yaping Zhang, Huihui Kong, Xianying Zeng, Guobin Tian, Chengjun Li, Yasuo Suzuki, Guohua Deng, Hualan Chen

“…Seventeen viruses were tested in mice and most replicated efficiently but were not lethal. Six viruses were tested in guinea pigs, and four of them transmitted efficiently via respiratory droplets. …”
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ULTRASOUND CRITERIA OF EARLY DIAGNOSTICS OF OVARIAN CARCINOMA by L. A. Ashrafyan, N. A. Babaeva, I. B. Antonova, S. V. Ivashina, A. V. Lyustik, O. I. Aleshikova, E. V. Gerfanova, А. А. Dobrenko

“…Therefore modern ultrasonography can detect and differentiate rather efficiently the localized variants of OC, provided that the main part of diagnosis is formed in mode of color and power Doppler mapping, which shall be taken into consideration during the primary diagnostics of OC.…”
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Аdsorption of Co²⁺ and radioactive ⁶⁰Со by mesoporous TiO₂ by H. V. Vasylyeva, I. F. Mironyuk, I. M. Mykytyn

“… Introduction shows the important of this scientific direction. 60Co with half-life of 5.3 years is one of the few anthropogenic, gamma-emitting radionuclides, that can be detected in aquatic environments affected by liquid effluent discharged from nuclear facilities. …”
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Surface morphology, electronic defects and passivation strategies at the p–n junction of Cu(In,Ga)(S,Se)2 solar cells by Amala Elizabeth, Andreas May, Finnegan Volkamer, Florian Giesl, Hossam Elanzeery, Thomas Dalibor, Daniel Abou-Ras, Harry Mönig

“…Based on the high power conversion efficiencies and compatibility toward large-area deposition techniques, Cu(In,Ga)(S,Se) _2 (CIGSSe) phototvoltaic absorbers are currently at the forefront of chalcopyrite thin-film solar cell technology. …”
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Electroencephalography estimates brain age in infants with high precision: Leveraging advanced machine learning in healthcare by Saeideh Davoudi, Gabriela Lopez Arango, Florence Deguire, Inga Sophie Knoth, Fanny Thebault-Dagher, Rebecca Reh, Laurel Trainor, Janet Werker, Sarah Lippé

“…Additionally, the developing brain follows a trajectory characterized by increased non-linearity and complexity in which alpha rhythm plays an important role. …”
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A hybrid model for refining gross primary productivity estimation by integrating multiple environmental factors by Zhilong Li, Ziti Jiao, Zheyou Tan, Chenxia Wang, Jing Guo, Sizhe Chen, Ge Gao, Fangwen Yang, Xin Dong

“…In contrast, machine learning has the natural potential to detect intricate patterns and relationships among various environmental variables. …”
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Genome-wide association analysis of grain iron and zinc in rice grown under agroclimatic sites with contrasting soil iron status by Sonu, Amit Kumar, Vikram Jeet Singh, Prolay Kumar Bhowmick, Shekharappa Nandakumar, Sunaina Yadav, Subbaiyan Gopala Krishnan, Ranjith Kumar Ellur, Haritha Bollinedi, Ashok Kumar Singh, Kunnummal Kurungara Vinod

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Canopy Chlorophyll Content Inversion of Mountainous Heterogeneous Grasslands Based on the Synergy of Ground Hyperspectral and Sentinel-2 Data: A New Vegetation Index Approach by Yi Zheng, Yao Wang, Tayir Aziz, Ali Mamtimin, Yang Li, Yan Liu

“…The results indicated the following: (1) DRECAVI demonstrated the highest accuracy in CCC retrieval for mountainous vegetation (R² = 0.74, RMSE = 16.79, MAE = 12.50) compared to other VIs and hybrid methods, effectively mitigating saturation effects in high biomass areas and capturing a weak bimodal distribution pattern of CCC in the montane meadow. (2) The blue band B1 enhances atmospheric correction robustness by suppressing aerosol scattering, and the red-edge band B7 overcomes the sensitivity limitations of conventional red-edge indices (such as NDVI705, CIred-edge, and NDRE), demonstrating the potential application of the synergy mechanism between the blue band and the red-edge band. (3) Although the S2BP achieved high accuracy (R² = 0.73, RMSE = 19.83, MAE = 14.71) without saturation effects and detected a bimodal distribution of CCC in the montane meadow of the study area, its algorithmic complexity hindered large-scale operational applications. …”
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Spatial and socioeconomic patterns of COVID-19 in transition zones between municipalities in eastern Amazonia by Dinar Duarte Vasconcelos, Dinar Duarte Vasconcelos, Dinar Duarte Vasconcelos, Dinar Duarte Vasconcelos, Hermes Fonsêca de Medeiros, Hermes Fonsêca de Medeiros, Hermes Fonsêca de Medeiros, José Antonio Herrera, José Antonio Herrera, José Antonio Herrera, Lucas de Oliveira Lima, Lucas de Oliveira Lima, Lucas de Oliveira Lima, Pedro Fernando da Costa Vasconcelos, Pedro Fernando da Costa Vasconcelos, Pedro Fernando da Costa Vasconcelos, Juarez Antonio Simões Quaresma, Juarez Antonio Simões Quaresma, Juarez Antonio Simões Quaresma, Juarez Antonio Simões Quaresma, Juarez Antonio Simões Quaresma, Juarez Antonio Simões Quaresma

“…Analysis of the mortality rate indicates that all the socioeconomic variables tested are associated with this variable, but their effects interact in a complex way. The municipalities with higher numbers of residents per household and Gini coefficients had higher fatality rates, and municipalities with a higher GDP were more associated with higher hospitalization and mortality rates. …”
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Characterization of a blaKPC-3-carrying plasmid in a clinical isolate of Klebsiella pneumoniae belonging to the emerging successful clone ST147 by Esther Recacha, Mercedes Delgado-Valverde, Marina R. Pulido, Elena Pérez-Nadales, Patricia Pérez-Palacios, Inés Portillo-Calderón, Juan Manuel Sánchez-Calvo, Irene Gracia-Ahufinger, Álvaro Pascual

“…ABSTRACT Klebsiella pneumoniae ST147 has emerged as a successful clone able to efficiently disseminate a number of carbapenemases, including blaKPC. …”
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Isolation and identification of a matrine-producing fungal strain from petroleum-contaminated soil by Mao Dongxia, Guo Dandan, Wu Lingling, Tian Xiaoxue, Zhang Shengxiang, Liu Tao, Ma Xiaokui

“…In addition, the production efficiency is not high enough, and the product has many impurities. …”
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Identification of tRF-29-79MP9P9NH525 as a biomarker and tumor suppressor of gastric cancer via regulating KIF14/AKT pathway by Jiaxin Ge, Ji Dai, Haoqiang Ji, Jie Guo, Xiaoban Shen, Desen Sun, Qiang Chen, Pan Chen, Guoliang Ye, Junming Guo, Shuangshuang Zhang

“…It was found that tissue tRF-29 showed effective diagnostic efficiency in GC and could discriminate different gastric mucosa. …”
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Identification of Metabolites of Ferulic Acid in Human after Oral Administration by Qian PAN, Wei LI, Yang YANG, Yong-qiang ZHAO, Li LIAN, Qing-qing CONG, Li-hong WANG, Yue-lin SONG, Qian HONG

“…Liquid chromatography coupled with mass spectrometry (LC-MS) combines the high-efficiency separation capabilities of LC with the powerful qualitative analysis advantage of MS, playing a vital and irreplaceable role in the in-depth study of chemical profiles in complex systems. …”
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Metallurgical Waste for Sustainable Agriculture: Converter Slag and Blast-Furnace Sludge Increase Oat Yield in Acidic Soils by Olga V. Zakharova, Peter A. Baranchikov, Svetlana P. Chebotaryova, Gregory V. Grigoriev, Nataliya S. Strekalova, Tatiana A. Grodetskaya, Igor N. Burmistrov, Sergey V. Volokhov, Denis V. Kuznetsov, Alexander A. Gusev

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Global biogeography of N₂-fixing microbes: <i>nifH</i> amplicon database and analytics workflow by M. Morando, J. D. Magasin, S. Cheung, S. Cheung, M. M. Mills, J. P. Zehr, K. A. Turk-Kubo

“…Multiple datasets are efficiently and consistently processed with a specialized DADA2 pipeline to identify amplicon sequence variants (ASVs). …”
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Myristic acid beneficially modulates intervertebral disc degeneration by preventing endplate osteochondral remodeling and vertebral osteoporosis in naturally aged mice by Yan Gong, Yuzhuo Zhang, Xingda Chen, Zelin Zhou, Weicheng Qin, Yanchi Gan, Jiahui He, Jizhi Ma, Guifeng Chen, Qi Shang, Kai Tang, Honglin Chen, Yu Liu, De Liang, De Liang, Gengyang Shen, Xiaobing Jiang, Zhaojun Cheng, Zhaojun Cheng, Zhaojun Cheng

“…BackgroundThe origin of intervertebral disc degeneration (IDD) is highly complex, where both cartilage endplate remodeling and vertebral osteoporosis are of utmost importance. …”
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Integrative review of artificial intelligence applications in nursing: education, clinical practice, workload management, and professional perceptions by Rabie Adel El Arab, Omayma Abdulaziz Al Moosa, Mette Sagbakken, Ahmed Ghannam, Fuad H. Abuadas, Joel Somerville, Joel Somerville, Abbas Al Mutair, Abbas Al Mutair, Abbas Al Mutair, Abbas Al Mutair, Abbas Al Mutair

“…Learners also reported an increased cognitive load and heightened stress levels when navigating these more complex, AI-driven activities.Clinical decision support and monitoringAI-enabled alert algorithms and wearable sensors enabled nurses to detect subtle signs of patient deterioration and fever significantly earlier than conventional methods, supporting timelier clinical interventions. …”
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