Prediction models used in the progression of chronic kidney disease: A scoping review. by David K E Lim, James H Boyd, Elizabeth Thomas, Aron Chakera, Sawitchaya Tippaya, Ashley Irish, Justin Manuel, Kim Betts, Suzanne Robinson

“…There needs to be increased investment in a more consistent and reproducible approach for future studies looking to develop risk prediction models for CKD progression.…”
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The New Approach Research on Singing Voice Detection Algorithm Based on Enhanced Reconstruction Residual Network by Lilin Liu

“…How to realize computer analysis and perceive users’ needs for music resources has become the goal of the future development of human-computer interaction capabilities. …”
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Are We Overlooking Anatomical Contributions to Dynamic Knee Valgus? by Matt Dewald, Madison Andersen, Laura Higgins, Emma Porter, Alex Wickersham

“… # Conclusion Bony anatomical alignment should be considered alongside kinematics, as normalization controlled for the differences in DKV. Future research should normalize DKV measurements by bony anatomy when addressing DKV and jump performance…”
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Antiviral Drugs and Vaccines for Omicron Variant: A Focused Review by Nidhi Garg, Ananya Sree Kunamneni, Pankaj Garg, Sandeep Sharma, Divakar Sharma, Adinarayana Kunamneni

“…The neutralizing antibody response against Omicron elicited by the bivalent vaccine is superior to that of the ancestral Wuhan strain, without any safety concerns. For future advances, the ribosome display technology can be applied for the generation of human single-chain fragment variable (scFv) antibodies from B cells of recovered patients against Omicron and other Coronavirus variants as they are easier and faster to produce and have high affinity and high specificity.…”
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Early dual antiplatelet therapy (DAPT) administration within 6 h post-coronary artery bypass grafting (CABG): an audit, pilot study, and follow-up analysis by Yen Chuan Chen, Khairul Anuar Abdul Aziz, Mohamed Ezani Md Taib, Alwi Mohamed Yunus, Intan Fariza Gaaffar

“…Conclusions Guided by stringent clinical criteria, early DAPT administration within 6 h post-CABG is a feasible and effective strategy for reducing adverse outcomes, such as stroke and dialysis requirements, while maintaining manageable bleeding risks. Future research should explore long-term graft patency, refine transfusion protocols, and assess the broader applicability of this approach.…”
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Validation of insurance claims data on aetiology, surgical type and prosthesis for isolated valve surgery: a retrospective observational surgery by Shao-Wei Chen, Victor Chien-Chia Wu, Pao-Hsien Chu, An-Hsun Chou, Chun-Yu Chen, Feng-Cheng Chang, Yi‐Hsin Chan, Chia-Pin Lin, Yu-Ting Cheng, Bo-Cheng Hou, Jo-Ting Huang

“…This study provides a potentially optimal framework for future research on valve diseases and surgeries using claims databases.…”
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Compliant flooring to prevent fall-related injuries in older adults: A scoping review of biomechanical efficacy, clinical effectiveness, cost-effectiveness, and workplace safety. by Chantelle C Lachance, Michal P Jurkowski, Ania C Dymarz, Stephen N Robinovitch, Fabio Feldman, Andrew C Laing, Dawn C Mackey

“…Additional research is warranted to confirm whether compliant flooring (i) prevents fall-related injuries in real-world settings, (ii) is a cost-effective intervention strategy, and (iii) can be installed without negatively impacting workplace safety. Avenues for future research are provided, which will help to determine whether compliant flooring is recommended in healthcare environments.…”
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Identification of serum metabolite biomarkers in premature infants with bronchopulmonary dysplasia: protocol for a multicentre prospective observational cohort study by Ping Zhou, Jun Chen, Ying Liu, Cheng Chen, Xin Guo, Zhangbin Yu, Jiebo Liu, Yanping Guo, Dan Dan Rao, Shengnan He, Xudong Yan, Wanxiang He, Songzhou Xu, Ruolin Zhang

“…This will provide strong support for the early prediction of BPD and targeted interventions in future research.Methods and analysis This is a prospective, multicentre, open-label, observational cohort study spanning 3 years. …”
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Fast-Read Storage Performance by Thyristor Operation in 3-D Flash Memory by Tomoya Sanuki, Hideto Horii, Takashi Maeda

“…Thyristor operation of 3D flash memory is a strong candidate for future high-speed storage products, as it can significantly improve read latency and program throughput.…”
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Empirical analysis of control models for different converter topologies from a statistical perspective by Hole Shreyas Rajendra

“…To reduce this ambiguity, a detailed discussion about these models in terms of their context-specific nuances, qualitative advantages, deployment-specific limitations, and functional future scopes is described in this text. Based on this discussion, researchers will be able to identify optimal models for their application-specific use cases. …”
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Hybridization-based discovery of novel quinazoline-2-indolinone derivatives as potent and selective PI3Kα inhibitors by Changqun Liu, Yuening Cao, Yi Zuo, Chaozheng Zhang, Senmiao Ren, Xin Zhang, Chuanqi Wang, Yingjie Zeng, Jie Ling, Yilan Liu, Zixian Chen, Xiujun Cao, Zhengzhi Wu, Chuantao Zhang, Jun Lu

“…Conclusions: This study presented a new avenue for the development of PI3Kα inhibitors and provided a solid foundation for novel QHIDs as potential future therapies for the treatment of NSCLC.…”
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Effectiveness of digital behaviour change interventions for promoting physical activity in adolescents with overweight and obesity: A systematic review and meta-analysis by Puteri Shanaz Jahn Kassim, Noor Azimah Muhammad, Nur Faraheen Abdul Rahman, Sherina Mohd Sidik, Cecilia A. Essau, Shamsul Azhar Shah

“…Conclusion DBCIs can effectively promote overall physical activity among adolescents with overweight and obesity, although their impact on MVPA and step count remains unclear. Future research should focus on optimizing BCT combinations and improving long-term engagement while addressing intervention effect variability. …”
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Real-Time Pharmacovigilance: Transforming Population-Based Monitoring of Post-Approval Vaccine Safety Through Rapid Cycle Analysis (RCA)—A Review of the Published Literature by Sampada Gandhi, Michelle R. Iannacone, Andrea Leapley, Li Wang, Mwedusasa Mtenga, Muhammad Younus, Joanne Wu

“…With increasing availability of near real-time data sources and advanced analytic methods capabilities, RCA is expected to be more widely deployed as an active surveillance tool to complement traditional pharmacovigilance. Future studies should explore the extension of vaccine RCA methodology for non-vaccine medicinal products.…”
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Project ChemicalBlooms: Collaborating with citizen scientists to survey the chemical diversity and phylogenetic distribution of plant epicuticular wax blooms by Le Thanh Dien Nguyen, Nicole Groth, Kylie Mondloch, Edgar B. Cahoon, Keith Jones, Lucas Busta

“…Overall, our study outlines a general mode in which research scientists can collaborate with citizen scientists as well as middle and high school classrooms not only to enhance data collection and generate testable hypotheses but also to directly involve classrooms in the scientific process and inspire future STEM workers.…”
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An Interval Throwing Program for Baseball Pitchers Based upon Workload Data by Michael M. Reinold, Brittany Dowling, Glenn S. Fleisig, Leonard C. Macrina, Kevin E. Wilk, John T. Streepy, James R. Andrews

“…The ITP may be used following common injuries or surgeries to the throwing shoulder and elbow, such as Tommy John surgery, while also serving as a basis for future development of shorter duration ITPs. # Level of Evidence 2c…”
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Antimicrobial Efficacy of Five Wound Irrigation Solutions in the Periprosthetic Joint Infection Microenvironment In Vitro and Ex Vivo by Anja L. Honegger, Tiziano A. Schweizer, Yvonne Achermann, Philipp P. Bosshard

“…This underscores the importance of considering these factors when developing future PJI-specific irrigation solutions.…”
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Human health risk from groundwater consumption: A case study in the Apaaso-Tafo Community in the Bono East Region of Ghana by Emmanuel Okyere, Ethel Bentil, Nana Adwoa Kusi-Addai, Lawson Mensah

“…The authorities should also monitor GW quality regularly and respond to changes in quality with the appropriate intervention such as issuing ‘boil-before-drinking’ notices to consumers or encouraging parents to provide bottled and sachet water for their young children. Future research with an increased number of communities, sample size and sampling frequency should also be conducted to enhance the generalisability of these findings.…”
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Physical and emotional abuse with internet addiction and anxiety as a mediator and physical activity as a moderator by Jinyin Peng, Yang Liu, Xubo Wang, Zhenxiu Yi, Lei Xu, Fulan Zhang

“…It is also critical that future studies validate these findings on a large, multi-country basis.…”
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Integrated movement models for individual tracking and species distribution data by Frances E. Buderman, Ephraim M. Hanks, Viviana Ruiz‐Gutierrez, Michael Shull, Robert K. Murphy, David A. W. Miller

“…In addition, the integrated approach (a) improves accuracy of other estimated movement parameters, (b) allows us to estimate the proportion of migratory and non‐migratory birds in a given location and time, and (c) estimate future spatiotemporal distributions of birds given a wintering location, which provide estimates of seasonal connectivity and migratory routes. …”
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Integration of field data and application of machine learning methods to assess the condition of the near-wellbore zone of carbonate reservoirs by Andrey V. Soromotin, Dmitriy A. Martyushev

“…In this regard, the integration of field data and the use of machine learning to describe the state of the near-wellbore zone can have a positive effect on the timeliness of geological and technical activities and ensure maximization of their effectiveness in the future. Aim. To develop a methodology for increasing the accuracy of the near-wellbore zone permeability prediction of carbonate reservoirs based on the use of machine learning methods. …”
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