Prediction cardiovascular deterioration in a paediatric intensive care unit (PicEWS): a machine learning modelling study of routinely collected health-care dataResearch in context by Dan Fredman Stein, Michael J. Carter, John Booth, Mark J. Peters, Samiran Ray, Neil J. Sebire, Payam Barnaghi, Mario Cortina-Borja

“…However, these decisions are also hindered by clinical experts’ ability to interpret longitudinal data along with recent and gradual changes in the vital sign data. …”
Get full text

Research on High Arch Dam Deformation Monitoring Model with Deep Capturing Related Features in Factor-time Dimensions by XUE Jianghan, ZHANG Pengtao, TIAN Jichen, LU Xiang, CHEN Jiankang, Guo Yinju

“…Therefore, the interpretability of DcTransformer model is summarized as follows: (1) the deformation trend and values of the measuring points on the crown beam are large, which can be easily extracted from the periodic characteristics and laws , and the performance of the model has been significantly improved; (2) For the high arch dam under high water level operation for a long time, the measuring points under water level are affected by temperature and water pressure factors, which are the key factors to control the radial deformation of the high arch dam; (3) The closer to the dam abutment, dam foundation and its internal measuring points, only the time effect factor is extracted to the time series change, resulting in no obvious increase in model performance.ConclusionsThe DcTransformer method can give better play to the advantages of the deep learning model in dealing with large data samples in the middle data sets, and it is more in line with the application scenario of dam safety monitoring. …”
Get full text

AutoLDP: An accurate and efficient artificial intelligence-based tool for automatic labeling of digital pathology by Yingnan Zhao, Huifen Ye, Jing Yang, Su Yao, Maohua Lv, Zhihong Chen, Yunrui Ye, Qingru Hu, Cheng Lu, Zaiyi Liu, Ke Zhao, Zhihua Chen

“…In addition, the accuracy reached 96.98 ​% in validation set 2 with 13,667 cases, confirming the generalization ability of the model. Conclusion: In this study, we proposed a new model, AutoLDP, automates the extraction and recognition of key information from WSI, enabling standardized naming, and significantly improving labeling efficiency. …”
Get full text

Using a robust decision making (RDM) approach to explore current and future vulnerabilities of a semi-arid coastal basin: a case study of the Quilimarí basin in Chile by David Poblete, David Poblete, Sebastián Vicuña, Sebastián Vicuña, Sebastián Vicuña, Sebastián Aedo, Edmundo Molina-Perez, Hermilo Cortés, Oscar Melo, Oscar Melo, Anahí Ocampo-Melgar, Kiara Tesen, Kiara Tesen, Francisco Suárez, Francisco Suárez, Juan Pablo Herane, Francisco Meza, Francisco Meza, Francisco Meza, Katherine Duarte, Diego González, Sarah Leray, Sarah Leray, Megan Williams, Megan Williams, Megan Williams, Aurora Gaxiola, Aurora Gaxiola, Aurora Gaxiola, Gabriela Alfaro, David Morales-Moraga, David Morales-Moraga

“…One of RDM’s key strengths is its ability to guide decisions without relying on precise future predictions, emphasizing robustness rather than optimality. …”
Get full text

The underground argon project: procurement and purification of argon for dark matter searches and beyond by P. Agnes, P. Agnes, H. O. Back, W. Bonivento, M. G. Boulay, N. Canci, M. Caravati, M. Caravati, S. Cebrian, V. Cocco, D. Diaz Mairena, D. Franco, F. Gabriele, D. Gahan, D. Gahan, C. Galbiati, C. Galbiati, C. Galbiati, P. Garcia Abia, A. Gendotti, T. Hessel, S. Horikawa, S. Horikawa, R. Lopez Manzano, L. Luzzi, M. Martinez, V. Pesudo, M. Razeti, A. L. Renshaw, L. Romero, A. Rubbia, R. Santorelli, M. Simeone, M. Simeone, R. Stefanizzi, R. Stefanizzi, A. Steri, A. Steri, S. Sulis, S. Sulis

“…This paper contains a description of the Urania Plant in Cortez, Colorado, where UAr is extracted; the Aria Plant in Sardinia, Italy, an industrial-scale plant comprising a 350-m state-of-the-art cryogenic isotopic distillation column, designed for further purification of the extracted argon and further reduction of the isotopic abundance of 39Ar; and DArT, a facility for UAr radiopurity qualification at the Canfranc Underground Laboratory (LSC), Spain. …”
Get full text

Evaluation of changes in objective visual quality based on tear film stability after SMILE surgery by Tao Liao, Tao Liao, Lili Li, Diefeng Wei, Hejuan Mao, Yanyan Huang, Pengfei Lu, Dedong Zhong, Haiyan Lu, Huiyao Huang, Qi Chen

“…PurposeThis study aimed to evaluate changes in visual quality among myopic patients with varying tear film stability after small incision lenticule extraction (SMILE) using the Optical Quality Analysis System (OQAS II).MethodsThis prospective study analyzed 141 patients who underwent SMILE surgery, selecting the right eye of each patient for analysis. …”
Get full text

The Lived Experience of Women Regarding Family-Centric Roles in the Southern Neighbourhoods of Tehran by Fatemeh Farhadi babadi, Mehrdad Navabakhsh, Talieh Khademian

“…It appears that the extracted themes may also be experienced by other women. …”
Get full text

Win Ratio in Biomedical Science: A Bibliometric Analysis by Zhenyu Li, MSc, Aliya Izumi, HBSc, Dominique Vervoort, MD, MPH, CPH, MBA, Anika Ranadive, HBSc, Subodh Verma, MD, Stephen E. Fremes, MD, MSc

“…Methods: Biomedical articles indexed in Web of Science and PubMed were retrieved for 2012-2024. Data extraction included bibliometric information and content details. …”
Get full text

An Improved U-Net-Based Framework for Estimating River Surface Flow Velocity by 周继威, 安国成, 王根一

“…These results validated the framework’s ability to address data heterogeneity and limited training samples through integrated spatiotemporal training and adaptive augmentation.Multi-scale random cropping (160~640 pixels) significantly enhanced velocity recognition accuracy. …”
Get full text

Accumulation Differences in Perfluorooctanoic Acid and Its Ether Carboxylic Acid Alternatives in the Manila Clam (Ruditapes philippinarum) by Hanlin QIN, Yujie BI, Shuqi JIANG, Chengchen WU, Zhijun TAN, Qianqian GENG, Mengmeng GUO

“…Additionally, water-soluble proteins were extracted from the visceral masses and gills of the clams and incubated in vitro to explore the differences in binding rates between the target compounds and clam proteins. …”
Get full text

Designing model of place branding based on brand attachment (Kish Island case study) by khadigeh Ghaemmaghami Tabrizi, Asghar Moshabaki Esfahaniَ, Abdolah Naami, Naser Azad

“…Abstract Nowadays, place branding is a powerful tool which has the ability to create emotional attractions and brand image as well as an essential key to create differetiation among numerous tourism markets. …”
Get full text

Rough-and-Refine Model for Scene Graph Generation by Li Junliang, Lv Shirong, Li Wei

“…In the Rough Part, image features are initially extracted using convolutional neural networks and a Transformer encoder. …”
Get full text

PBMCs gene expression predicts liver fibrosis regression after successful HCV therapy in HIV/HCV-coinfected patients by Ana Virseda-Berdices, Ana Virseda-Berdices, Óscar Brochado-Kith, Óscar Brochado-Kith, Juan Berenguer, Juan Berenguer, Juan Berenguer, Juan González-García, Juan González-García, Juan González-García, Leire Pérez-Latorre, Leire Pérez-Latorre, Leire Pérez-Latorre, Carmen Busca, Carmen Busca, Carmen Busca, Cristina Díez, Cristina Díez, Cristina Díez, Rafael Micán, Rafael Micán, Rafael Micán, Amanda Fernández-Rodríguez, Amanda Fernández-Rodríguez, María Ángeles Jiménez-Sousa, María Ángeles Jiménez-Sousa, Salvador Resino, Salvador Resino

“…We aimed to examine the association between peripheral blood mononuclear cells (PBMCs) gene expression before HCV therapy and a pronounced decrease in the liver stiffness measurement (LSM) value in HIV/HCV-coinfected patients after HCV treatment and achievement of sustained virological response (SVR).MethodsWe performed a retrospective study in 48 HIV/HCV-coinfected patients who started anti-HCV treatment with at least advanced fibrosis (LSM ≥9.5). Total RNA was extracted from PBMCs at baseline, and poly(A) RNA sequencing was performed. …”
Get full text

Designing a model for re-employment of employees during retirement (Study case: Ministry of Education) by Fatemeh Fatemeh Bina Baji, Hamid Rezaei Far, Mohammad Mohammadi, Monireh Salehnia

“…They were selected to identify, extract, and explore "concepts" and "categories". …”
Get full text

Developing of the Pattern of Revising the Elementary School math Curriculum based on Fullan's Approach by Reza Jafariharandi

“…In the next step, the necessary information was extracted from the selected sources and the findings were categorized. …”
Get full text

The Mediating Effect of Accounting Information Quality on the Relationship Between Workforce Education Level and Investment Efficiency by Ayat Naji Mahdi Al-Obaidi, Pari Chalaki, Mehdi Heidari

“…Methods & Materials The data were extracted from Rahavard Novin software, financial statements, and board activity reports pertaining to workforce education levels. …”
Get full text

AGW-YOLO-Based UAV Remote Sensing Approach for Monitoring Levee Cracks by HU Weibo, ZHOU Shaoliang, ZHAO Erfeng, ZHAO Xueqiang

“…Using the GMA attention mechanism, the model demonstrated enhanced precision in extracting crack edges and texture details, with a minimal increase of only 0.48% in the parameters. …”
Get full text

The effects of exercise on secondary prevention and health-related quality of life in people with existing vascular disease: systematic review and meta-analysis of randomised contr... by Cathryn Broderick, Marlene Stewart, Katie Thomson, Ceri Sellers, Candida Fenton, Julie Cowie, Wei Xu, Christa St Jean, Keira Charteris, Madhurima Nundy, Vaishali Vardhan, Prerna Krishan, Jolie Pistol, Leonor Rodríguez, Alex Todhunter-Brown, Frederike van Wijck, Sheila Cameron, Catriona Keerie, Rod S. Taylor, Gerry Stansby, Gillian Mead

“…Two reviewers independently assessed articles for eligibility and extracted data. Disagreements were resolved through discussion. …”
Get full text

Simulating ecosystem carbon dioxide fluxes and their associated influencing factors for a restored peatland by H. He, I. B. Strachan, N. T. Roulet

“…<p>Restoration of drained and extracted peatlands can potentially return them to carbon dioxide (<span class="inline-formula">CO₂</span>) sinks, thus acting as significant climate change mitigation. …”
Get full text

Spatial Zoning of Agricultural Tourism Capabilities in Rural Areas of Lorestan Province by Mohammad reza Rezvani, Fatemeh Nickravesh, Nasrin Kazemi

“…Finally, the weights extracted from the FAHP method were applied to produce the final map. …”
Get full text