Overlying strata movement law and rockburst prevention & control for fully mechanized top coal caving face in extra-thick coal seams by Hai Rong, Longyue He, Yadi Wang, Xiangzhi Wei, Shilong Wei, Suihan Yang, Jincheng Li, Linlin Chen

“…Taking the 12,240 working face of Gengcun Coal Mine as the engineering background, initially, the calculation formula for the collaborative deformation load of hard rock strata and the formula for the instability scale of hard rock strata are employed to precisely ascertain the position and instability scale of the key strata. …”
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Probabilistic nested model selection in pharmacokinetic analysis of DCE-MRI data in animal model of cerebral tumor by Hassan Bagher-Ebadian, Stephen L. Brown, Mohammad M. Ghassemi, Prabhu C. Acharya, Indrin J. Chetty, Benjamin Movsas, James R. Ewing, Kundan Thind

“…Abstract Best current practice in the analysis of dynamic contrast enhanced (DCE)-MRI is to employ a voxel-by-voxel model selection from a hierarchy of nested models. …”
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Altered functional brain connectivity in Dyt1 knock-in mouse models by R. Z. Adury, B. J. Wilkes, P. Girdhar, Y. Li, D. E. Vaillancourt, D. E. Vaillancourt, D. E. Vaillancourt

“…In both models, we performed in vivo neuroimaging at ultra-high field (11.1T). We employed functional magnetic resonance imaging (fMRI) to assess resting-state and sensory-evoked brain connectivity and activation, along with diffusion MRI (dMRI) to evaluate microstructural changes. …”
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The association between age at menarche (AAM) and cardiovascular disease (CVD) risk factors in the MASHAD cohort study by Niloofar Shabani, Sara Saffar Soflaei, Khadijeh Bavafa-Valenlia, Nayereh Esmaeilzadeh, Maryam Mohammadi-Bajgriran, Zahra Namazibaygi, Mohsen Moohebati, Gordon A. Ferns, Habibollah Esmaily, Majid Ghayour-Mobarhan

“…University-educated women and employed women were most likely to have menarche at ≥ 15 years (P < 0.001 and P = 0.012 respectively. …”
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Epidemiological trends and age-period-cohort effects on ischemic stroke burden across the BRICS-plus from 1992 to 2021 by Fangqun Cheng, Peiyu Cheng, Shudong Xie, Hailing Wang, Ying Tang, Ying Liu, Zhuo Xiao, Guixiang Zhang, Guangxiong Yuan, Ke Wang, Can Feng, Ying Zhou, Hong Xia, Yan Wang, Yuhang Wu

“…Additionally, age-period-cohort modeling was employed to estimate net drift, local drift, age, period, and cohort effects over the past three decades. …”
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Time to recovery of neonatal sepsis and its predictors in public hospitals of North Shoa Zone, Central Ethiopia by Befekadu Tesfaye Oyato, Teshome Ketema Sime, Tirunesh Debele, Husen Zakir Abasimel, Fikadu Tolesa Alemu, Samuel Boja Asfaw, Wuletaw Tadesse Mekonnin, Hana Israel Gesisa, Elleni Tesfaye Kebede

“…The adjusted hazard ratio (AHR) with its corresponding 95% confidence interval (CI) was employed. Results Of all septic neonates, 441 were recovered. …”
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Assessing the Causal Relationship Between Various Immune Cells and Attention Deficit Hyperactivity Disorder: Mendelian Randomization Study by Qian Ge, Zhongyan Li, Weijing Meng, Chen Cai, Mengdi Qiu, Yafei Liu, Haibo Zhu

“…To evaluate the dependability of the results, we conducted sensitivity analysis (heterogeneity and pleiotropy) and employed supplementary MR techniques, such as the inverse variance weighted (IVW) and MR‐Egger. …”
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Ethnobotanical studies on rice landraces under on-farm conservation in Xishuangbanna of Yunnan Province, China by Fei Wang, Tao Sun, Shuai Yu, Chunhui Liu, Zhuo Cheng, Jianxin Xia, Longzhi Han

“…Methods From October to November 2023, we collected rice landraces under the on-farm conservation in 18 townships including Menghai, Mengla and Jinghong in Xishuangbanna. Employing semi-structured interviews and various methods, we investigated factors influencing the preservation and loss of rice landraces in the region. …”
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The interaction network and potential clinical effectiveness of dimensional psychopathology phenotyping based on EMR: a Bayesian network approach by Jianqing Qiu, Ting Zhu, Ke Qin, Wei Zhang

“…Numerous studies have sought to use RDoC to understand the Diagnostic and Statistical Manual of Mental Disorders (DSM) categories from a qualified perspective, but few studies have examined the distribution variations and interaction characteristics of RDoC within various DSM categories through retrospective analyses. Therefore, we employed unsupervised learning to translate five domains of eRDoC scores derived from electronic medical records (EMR) of patients diagnosed with Major Depressive Disorder (MDD), Schizophrenia (SCZ), and Bipolar Disorder (BD) at West China Hospital between 2008 and 2021. …”
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A 32-year trend analysis of lower respiratory infections in children under 5: insights from the global burden of disease study 2021 by Yan Wang, Ruiyang Han, Xiao Ding, Junli Chen, Wenjia Feng, Chunping Wang, Runguo Gao, Anning Ma, Anning Ma

“…A jointpoint model is employed to calculate trends and the average annual percentage change in the disease burden among children under 5 years old over the period 1990–2021. …”
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The serum hepcidin and the hepcidin/ferritin ratio in NAFLD: a systematic review and meta-analysis by Jingmin Song, Heqing Wang, Xiaolian Gao, Fen Yang, Xinhong Zhu, Guiyuan Qiao, Ting Gan, Junxiu Tao

“…A random-effects model was employed to calculate effect estimates, and outcomes were reported as standardized mean differences (SMD) with 95% confidence intervals (95% CI). …”
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5G Networks Security Mitigation Model: An ANN-ISM Hybrid Approach by Rafiq Ahmad Khan, Habib Ullah Khan, Hathal Salamah Alwageed, Hussein Al Hashimi, Ismail Keshta

“…In the third phase, we employed a hybrid approach integrating ANN for real-time threat detection and risk assessment and utilizing ISM to analyze the relationships between security threats and vulnerabilities, creating a structured framework for understanding their interdependencies. …”
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Implementasi Kebijakan Pengembangan Pariwisata Pada Objek Wisata Alam Goa Akbar Di Kabupaten Tuban by Irdina Iffata Qottrunnada, Ananta Prathama

“…The research method employed is qualitative descriptive, using data collection through observation, interviews, and documentation. …”
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Unlocking innovation: Novel films synthesised and structurally analysed from poly (l-lactide-co-ethylene adipate) block copolymers blended with poly(lactic acid) by Athira John, Klementina Pušnik Črešnar, Johan Stanley, Sabina Vohl, Damjan Makuc, Dimitrios N. Bikiaris, Lidija Fras Zemljič

“…The objective is to augment the crystallinity, mechanical performance, and chemical resistance of the resulting materials. The study employs a range of analytical techniques, including Nuclear Magnetic Resonance (NMR), Fourier Transform Infrared Spectroscopy (FTIR), X-ray Diffraction (XRD), Polarised Light Microscopy (PLM), Differential Scanning Calorimetry (DSC), and Thermogravimetric Analysis (TGA), to thoroughly characterize the copolymers and blend films. …”
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Characterizing immune biomarkers and effector CD8+ T-cell exhaustion in pancreatic adenocarcinoma via single-cell RNA sequencing profiling by Rawaa AlChalabi, Raghda Makia, Semaa A. Shaban, Ahmed AbdulJabbar Suleiman

“…This study aimed to identify key exhaustion-related marker genes in CD8+ T-cells linked to PDAC and assess the potential of repurposing anti-inflammatory drugs to counteract T-cell exhaustion and enhance immune responses against PDAC. Methods: We employed a multi-omics approach, integrating single-cell RNA sequencing data with whole genome sequencing to identify dysregulated exhaustion-related immune markers in CD8+ T-cells in PDAC. …”
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Optimization of industrial symbiosis in coffee-based eco-industrial park design by N. Laili, T. Djatna, N.S. Indrasti, M. Yani

“…This study aimed to analyze and develop a coffee-based eco-industrial park design via a systems engineering approach and optimization of industrial symbiosis in closed-loop coffee production.METHODS: This study employed a case study in the Ketakasi coffee-producing center in Jember, Indonesia. …”
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Assessing the development of health technology assessment in Iran: a policy analysis using Kingdon’s Multiple streams framework: a qualitative study by Meysam Behzadifar, Saeed Shahabi, Ahad Bakhtiari, Samad Azari, Seyed Jafar Ehsanzadeh, Mohammad Yarahmadi, Masoud Behzadifar

“…This study explores the development of HTA in Iran using Kingdon’s Multiple Streams Framework to identify challenges and opportunities for its advancement. Methods The study employed qualitative methods, including 16 semi-structured interviews with key stakeholders in Iran’s healthcare system. …”
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Women's enrollment in community-based health insurance and its determinants in Sidama national regional state, Ethiopia, 2024: A multilevel analysis. by Kare Chawicha Debessa, Keneni Gutema Negeri, Mesay Hailu Dangisso

“…Data collection utilized the Open Data Kit mobile application, and data analysis was performed using Stata version 16, employing multilevel modified Poisson modeling to identify determinants of CBHI enrollment.…”
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Mental health literacy and associated factors among traditional healers of Jimma town, southwest, Ethiopia 2020: a community based, cross-sectional study by Gudeta Mideksa, Elias Tesfaye, Yimenu Yitayih, Yohanes Sime, Kemal Aliye, Abraham Tamirat Gizaw

“…Therefore, this study intended to mental health literacy level of traditional healers in Jimma town, Ethiopia.MethodA community-based cross-sectional study design was employed among 310 participants. To select the participants from Jimma town, a stratified random sampling method was utilized from August 1 to September 30, 2020. …”
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Integrated Three-Dimensional Structural and Petrophysical Modeling for Assessment of CO2 Storage Potential in Gas Reservoir by Syed Yasir Ali Shah, Jiangfeng Du, Sayed Muhammad Iqbal, Linze Du, Umair Khan, Baoyi Zhang, Jingqiang Tan

“…However, building a realistic three-dimensional (3D) geological model for these storage reservoirs poses a significant challenge. To address this, employing a novel methodology combining 3D structural and petrophysical modeling, our study presents a pioneering effort to assess the CO2 storage potential of the faulted reservoir between the G- and E-sands of the Lower Goru Formation in the Kadanwari Gas Field (KGF), Middle Indus Basin (MIB), Pakistan. …”
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