Contributions of mechanical loading and hormonal changes to eccentric hypertrophy during volume overload: A Bayesian analysis using logic-based network models. by Johane H Bracamonte, Lionel Watkins, Betty Pat, Louis J Dell'Italia, Jeffrey J Saucerman, Jeffrey W Holmes

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Retrospective observational study of the robustness of provider network structures to the systemic shock of COVID-19: a county level analysis of COVID-19 outcomes by Leonard E Egede, Sebastian Linde

“…Objective To evaluate whether certain healthcare provider network structures are more robust to systemic shocks such as those presented by the current COVID-19 pandemic.Design Using multivariable regression analysis, we measure the effect that provider network structure, derived from Medicare patient sharing data, has on county level COVID-19 outcomes (across mortality and case rates). …”
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How does individualised physiotherapy work for people with low back pain? A Bayesian Network analysis using randomised controlled trial data. by Bernard X W Liew, Jon J Ford, Marco Scutari, Andrew J Hahne

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Exploring phytoconstituent for confronting the symptoms of polycystic ovarian syndrome: molecular dynamics simulation, quantum studies, free energy calculations and network analysi... by Pavithra Lakshmi Narayanan, Chitra Vellapandian

“…The constituents were incorporated into a flow of molecular docking, ADMET analysis, toxicity, biological activity prediction, DFT studies, Molecular dynamics, free energy calculations, and network analysis. …”
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Current status and outlook of UWB radar personnel localization for mine rescue by ZHENG Xuezhao, MA Jiawen, HUANG Yuan, LI Qiang, REN Jing, LIU Yu

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Comparison of the Non-VKA Oral Anticoagulants Apixaban, Dabigatran, and Rivaroxaban in the Extended Treatment and Prevention of Venous Thromboembolism: Systematic Review and Networ... by A T Cohen, M Hamilton, A Bird, S A Mitchell, S Li, R Horblyuk, S Batson

“…Data from Phase III randomised controlled trials (RCTs) are now available for non-VKA oral anticoagulants (NOACs) in this indication. The current systematic review and network meta-analysis (NMA) were conducted to compare the efficacy and safety of anticoagulants for the extended treatment of VTE.…”
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Studies of Y-chromosome Polymorphism in the Context of History: Current State of the Discipline » by Zh.M. Sabitov

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Preemptive transcranial direct current stimulation mitigates susceptibility to persistent pain by Yinhua Zhang, Xiaoyun Li, Shuang Qiu, Richu Jin, Weiwei Peng

“…Both protocols comparably reduced pain intensity, anxiety, and sensorimotor β/γ-oscillation activity. Microstate analysis identified five canonical microstates (A − E) that have been linked to auditory, visual, default-mode, dorsal attention, and salience networks. …”
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Single‐Cell Analysis of Alternative Splicing and Gene Regulatory Network Reveals Remarkable Expression and Regulation Dynamics During Human Early Embryonic Development by Jiwei Chen, Gaigai Wei, Fangge Sun, Yunjin Li, Shuang Tang, Geng Chen

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Comparison of Bone Mineral Density in Lumbar Spine and Fracture Rate among Eight Drugs in Treatments of Osteoporosis in Men: A Network Meta-Analysis. by Ling-Xiao Chen, Zhi-Rui Zhou, Yu-Lin Li, Guang-Zhi Ning, Tian-Song Zhang, Di Zhang, Shi-Qing Feng

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Integrating social narratives of flood events into a text network analysis-based decision support framework to reduce vulnerability to climate change in Africa by Thomas E. O’Shea, Lena C. Grobusch, Mary Zhang, Jeff Neal, Joseph Daron, Richard G. Jones, Christopher Jack, Alice McClure, Gilbert Siame, Dorothy Ndhlovu, Sukaina Bharwani

“…These narratives were used to calibrate the flood maps with insights from Lusaka’s stakeholders using Natural Language Processing (NLP) and Text Network Analysis (TNA). The narrative-informed flood maps provide a dynamic entry point for enhancing stakeholder engagement by discussing social vulnerability to floods and climate change, highlighting future challenges and opportunities for resilience planning. …”
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A hybrid deep learning framework for early detection of diabetic retinopathy using retinal fundus images by Mishmala Sushith, A. Sathiya, V. Kalaipoonguzhali, V. Sathya

“…These enriched spatial features are then fed into an RNN with attention mechanism to capture temporal dependencies so that most relevant data aspects can be considered for analysis. This combined approach enables the model to consider both current and previous states of the retina, improving its ability to detect subtle changes indicative of early-stage DR. …”
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Diagnostic yield of nine user-friendly bioinformatics tools for predicting Mycobacterium tuberculosis drug resistance: A systematic review and network meta-analysis. by Ya-Li Chen, Yu He, Victor Naestholt Dahl, Kan Yu, Yan-An Zhang, Cui-Ping Guan, Mao-Shui Wang

“…Data were collected and pooled using random-effects meta-analysis and Bayesian network meta-analysis (NMA). …”
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Network-based machine learning reveals cardiometabolic multimorbidity patterns and modifiable lifestyle factors: a community-focused analysis of NHANES 2015–2018 by Danhui Mao, Junfang Mu, Yajing Li, Lu He, Qianhui Chai, Xin Zhao, Xiaojun Ren, Hui Cheng

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Adverse kidney related events following targeted therapies in lung cancer: a systematic review and network meta-analysis of randomized controlled trials by Song Ren, Wei Wang, Xiaoxiu Yao, Wenyan Fang, Guisen Li, Yunlin Feng, Min Xia

“…The incidence of the examined outcomes, along with their corresponding 95% confidence intervals (CIs), were combined using a random-effects model. Network analysis was applied if the comparisons had passed the consistency test. …”
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Multimodal personalization of transcranial direct current stimulation for modulation of sensorimotor integration by Jan-Ole Radecke, Alexander Kühn, Tim Erdbrügger, Yvonne Buschermöhle, Sogand Rashidi, Hannah Stöckler, Benjamin Sack, Stefan Borgwardt, Till R. Schneider, Joachim Gross, Carsten H. Wolters, Andreas Sprenger, Rebekka Lencer

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Conceptual system maps to guide research and management of multiple ecosystem services and disservices by Pablo García-Díaz, Yohana G. Jimenez, Carlos Molineri, María G. Quintana, Ezequiel Aráoz, Agustina Malizia, Oriana Osinaga Acosta, Priscila A. Powell, Cecilia Blundo, Sergio J. Ceballos, Ana D. Fuenzalida, M. de Lourdes Gultemirian, Guillermo Hankel, Giselle A. Rodríguez, Sebastián Albanesi, Ignacio Gasparri, Alfredo Grau, Miguel Lurgi, Julieta Carilla

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Bounce: A High Performance Satellite-Based Blockchain System by Xiaoteng Liu, Taegyun Kim, Dennis E. Shasha

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Investigating the spatial network of playgrounds during covid-19 based on a space syntax analysis case study: 10 playgrounds in Delft, the Netherlands by Noor Fajrina Farah Istiani, Miktha Farid Alkadri, Akkelies van Nes, Dalhar Susanto

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Which treatment works better for Meibomian Gland Dysfunction: LipiFlow or intense pulsed light? A systematic review and network meta-analysis by Kai-Yang Chen, Hoi-Chun Chan, Chi-Ming Chan

“…A Bayesian network meta-analysis (NMA) was performed to enable indirect comparison between IPL and LipiFlow. …”
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