Portable ultrasound devices for obstetric care in resource-constrained environments: mapping the landscape [version 2; peer review: 1 approved, 2 approved with reservations, 1 not... by J. Alison Noble, Micah Kim, Aris T. Papageorghiou, Bryan J. Ranger, Qingchao Chen, Elizabeth Bradburn

“…Features included image acquisition modes, cost, portability, compatibility, connectivity, data storage and security, and regulatory certification status. …”
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Emotional analysis of operating room nurses in acute care hospitals in Japan: insights using ChatGPT by Kentaro Hara, Reika Tachibana, Ryosuke Kumashiro, Kodai Ichihara, Takahiro Uemura, Hiroshi Maeda, Michiko Yamaguchi, Takahiro Inoue

“…A comparison between AI and human analysis was performed, and data visualization techniques, including keyword co-occurrence networks and cluster analysis, were employed to identify patterns and relationships. …”
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SumGPT: A Multimodal Framework for Radiology Report Summarization to Improve Clinical Performance by Tipu Sultan, Mohammad Abu Tareq Rony, Mohammad Shariful Islam, Samah Alshathri, Walid El-Shafai

“…In the future, this approach could pave the way for applications in other medical domains while further optimizing the model for real-time clinical use.…”
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Process-based therapy vs. routine-CBT for difficult-to-treat mood and anxiety disorders: study protocol for a randomized controlled trial by Ulrich Stangier, Viktoria Kohl, Nora Görg, Lucie Sendig, Bettina Hufschmidt, Desiree Bonarius, Arwin Nemani, Mareike Ebert, Stefan G. Hofmann

“…Support for its applicability has been reported from a single-case studies. …”
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Mapping the future: bibliometric analysis of omics research trends in non-small cell lung cancer by Yanqian Zhu, Jiawei Chen, Yufei Wang, Jinyang Hu, Chen Gao, Linyu Wu

“…Methods The Web of Science Core Collection was utilized to retrieve relevant publications in omics technologies and their applications in NSCLC. By using the bibliometric methods and tools (“bibliometrix” R package, VOSviewer, and CiteSpace), data and visualized analyses for annual publication outputs, countries, institutions, authors, journals, references, and keywords proceeded. …”
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Prediction of Total Soluble Solids in Apricot Using Adaptive Boosting Ensemble Model Combined with NIR and High-Frequency UVE-Selected Variables by Feng Gao, Yage Xing, Jialong Li, Lin Guo, Yiye Sun, Wen Shi, Leiming Yuan

“…The proposed framework enables the rapid, non-destructive detection of apricot TSSs and provides a reference for the quality evaluation of other fruits in agricultural applications.…”
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Research on Change Information Retrieval Method for Energy Infrastructure Based on Optical Remote Sensing Images by Zhibao Wang, Ying Yuan, Man Zhao, Dan Zhou, Lu Bai, Jinhua Tao, Anna Jurek-Loughrey

“…By integrating both approaches, change information retrieval allows for identifying images with features similar to those in a query time-series from vast archives of temporal data. Research in this direction remains relatively limited at present. …”
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Transcranial magnetic stimulation (TMS) protocol on lower limb muscle strength in healthy individuals by Thiago Conceição dos Santos, Rildo Tavares dos Santos, Hudson Renatode Paula Oliveira, Felipe Mendes Barcelos Angeli, Emanuelly Augustada Silva Bispo, Ian Manhoni Bahiense, Walter Gomesda Silva Filho, Guilherme Peixoto Tinoco Areas, Fernando Zanelada Silva Arêas

“…By employing TMS, which enhances cortical excitability, and evaluating muscle performance via controlled assessments, the study will seek to provide reliable pre- and post-intervention data. The study’s sample calculation will ensure adequate statistical power and account for potential attrition, with 50 participants included.This research will have potential clinical applications, particularly for muscle rehabilitation and performance optimization. …”
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Jawbone mesenchymal stromal cells attenuate acute inflammation via hematopoietic niche reinforcement by Xinyu Wang, Qianye Chen, Jiping Sun, Zihan Huang, Zijian Zhang, Tingwei Lu, Xiangru Huang, Siyuan Sun, Yuanqi Liu, Houwen Pan, Li Mei, Paul R. Cooper, Qinggang Dai, Lei Shen, Lingyong Jiang

“…These results establish a strong foundation for further investigation into the applications of jawbone MSCs in immune regulation and disease therapy.…”
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Epigenome-wide association studies identify novel DNA methylation sites associated with PTSD: a meta-analysis of 23 military and civilian cohorts by Seyma Katrinli, Agaz H. Wani, Adam X. Maihofer, Andrew Ratanatharathorn, Nikolaos P. Daskalakis, Janitza Montalvo-Ortiz, Diana L. Núñez-Ríos, Anthony S. Zannas, Xiang Zhao, Allison E. Aiello, Allison E. Ashley-Koch, Diana Avetyan, Dewleen G. Baker, Jean C. Beckham, Marco P. Boks, Leslie A. Brick, Evelyn Bromet, Frances A. Champagne, Chia-Yen Chen, Shareefa Dalvie, Michelle F. Dennis, Segun Fatumo, Catherine Fortier, Sandro Galea, Melanie E. Garrett, Elbert Geuze, Gerald Grant, Michael A. Hauser, Jasmeet P. Hayes, Sian M. J. Hemmings, Bertrand Russel Huber, Aarti Jajoo, Stefan Jansen, Ronald C. Kessler, Nathan A. Kimbrel, Anthony P. King, Joel E. Kleinman, Nastassja Koen, Karestan C. Koenen, Pei-Fen Kuan, Israel Liberzon, Sarah D. Linnstaedt, Adriana Lori, Benjamin J. Luft, Jurjen J. Luykx, Christine E. Marx, Samuel A. McLean, Divya Mehta, William Milberg, Mark W. Miller, Mary S. Mufford, Clarisse Musanabaganwa, Jean Mutabaruka, Leon Mutesa, Charles B. Nemeroff, Nicole R. Nugent, Holly K. Orcutt, Xue-Jun Qin, Sheila A. M. Rauch, Kerry J. Ressler, Victoria B. Risbrough, Eugène Rutembesa, Bart P. F. Rutten, Soraya Seedat, Dan J. Stein, Murray B. Stein, Sylvanus Toikumo, Robert J. Ursano, Annette Uwineza, Mieke H. Verfaellie, Eric Vermetten, Christiaan H. Vinkers, Erin B. Ware, Derek E. Wildman, Erika J. Wolf, Ross McD Young, Ying Zhao, Leigh L. van den Heuvel, PGC-PTSD Epigenetics Workgroup, PsychENCODE PTSD Brainomics Project, Traumatic Stress Brain Research Group, Monica Uddin, Caroline M. Nievergelt, Alicia K. Smith, Mark W. Logue

“…Conclusions This study identifies 11 PTSD-associated CpGs and leverages data from postmortem brain samples, GWAS, and genome-wide expression data to interpret the biology underlying these associations and prioritize genes whose regulation differs in those with PTSD.…”
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How sediment granulometry affects feeding behaviour in sea cucumbers: a case study on Holothuria sanctori by Mohammad Magdy, Luca Grosso, Davide Pensa, Laura Ciriminna, Alessandra Fianchini, Salvatrice Vizzini, Stefano Cataudella, Arnold Rakaj

“…A natural simulation with a hard, sediment-free substrate was also included. Data on defecation rate and faecal OM content was collected daily to evaluate sediment processing capacity. …”
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Measuring Semantic Stability: Statistical Estimation of Semantic Projections via Word Embeddings by Roger Arnau, Ana Coronado Ferrer, Álvaro González Cortés, Claudia Sánchez Arnau, Enrique A. Sánchez Pérez

“…We demonstrate the practical applicability of our approach through two case studies involving agricultural terminology across multiple data sources (DOAJ, Scholar, Google, and Arxiv). …”
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Preliminary clinical study of p-iodo benzoyl moiety-modified PSMA inhibitors and prospective comparison with 68Ga-PSMA-11 by Jianpeng Cao, Zhanliang Sun, Zhijun Zhou, Yilin Huang, Dengsai Peng, Xue Jiang, Yue Chen

“…The lower non-specific organ uptake further supports its promise for theranostic applications.…”
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Investigating mental defeat in individuals with chronic pain: Protocol for a longitudinal experience sampling study by Shyam Balasubramanian, Nicole K Y Tang, Sakari Lemola, Kristy Themelis, Swaran Preet Singh, Jenna L Gillett, Paige Karadag, Yu-Mei Li

“…The study is being conducted in adherence with the Declaration of Helsinki, Warwick Standard Operating Procedures and applicable UK legislation.…”
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Life cycle greenhouse gas emissions of diesel oil and zero-emission trucks: Systematic review of status and perspectives by Gaia Gentilucci, Antonella Accardo, Ezio Spessa

“…Also, the analysis highlights the strong need for improved primary data coverage and greater harmonization of LCA methods and assumptions.…”
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Regionalization Analysis of Environmental Drivers of CONUS Grazing Land Biomass by Jisung Geba Chang, Feng Gao, Martha C. Anderson, Richard Cirone, Haoteng Zhao

“…This study focuses on regionalizing the analysis of grazing lands in the conterminous United States by combining earth observation data on Google Earth Engine, with machine learning techniques. …”
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A continuous supply chain management approach using SPJS-Fuzzy DEMATEL and LPWBN for automotive electric vehicles in India by Kartik Rohit, Ajay Verma, Ratchagaraja Dhairiyasamy, Deepika Gabiriel

“…Starting with the collection and transportation of raw materials to Indian manufacturing units, our framework employs JS-Fuzzy logic with sensor data to prevent manufacturing disruptions. The LPWBN enhances transparency between manufacturers and consumers, facilitating better demand forecasting and supply planning. …”
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An Efficient PSInSAR Method for High-Density Urban Areas Based on Regular Grid Partitioning and Connected Component Constraints by Chunshuai Si, Jun Hu, Danni Zhou, Ruilin Chen, Xing Zhang, Hongli Huang, Jiabao Pan

“…Experiments on TerraSAR-X data covering Fuzhou, China (590 km²), demonstrated that the method processed 1.4 × 10⁷ PS points under 32 GB memory constraints, where it achieved a 25-fold efficiency improvement over traditional global PSInSAR. …”
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Research on the Maximum Regenerative Energy Commutation Control Strategy of a Dual-Mode Synergistic Energy Recovery Pump-Controlled Grinder by Bo Yu, Gexin Chen, Keyi Liu, Guishan Yan, Yaou Zhang, Yinping Liu

“…An adaptive commutation strategy was designed, utilizing the NN prediction corrected by a confidence score based on historical and test data ranges, to determine the optimal moment for initiating reverse motion. …”
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Research on Remote Sensing Quantitative Inversion of Oil Spills and Emulsions Using Fusion of Optical and Thermal Characteristics by Zongchen Jiang, Jie Zhang, Yi Ma, Xingpeng Mao

“…When applied to airborne and satellite remote sensing images of actual oil spill incidents, the OQIM model exhibited significant inversion potential and generalization capabilities in practical applications, offering crucial methodological support for emergency responses to marine oil spills.…”
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