Resolving Early Targets and Metabolomic Profile of Congenital Heart Disease Through Tandem Mass Spectrometry Screening in Neonates by Jiayu Zhang, Wei Jiang, Die Li, Weijie Jia, Dingfeng Wu, Rulai Yang, Weize Xu, Qiang Shu

“…Metabolomics, as a phenotype‐correlated research methodology, remains underused in the study of CHD, which could provide the possibility to screen neonatal CHD efficiently. Methods Data for the analysis are from >22 000 neonates captured in the Network Platform for CHD from April 2020 to November 2021 in 11 cities in China. …”
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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

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EPHX2 overexpression deters the advancement of clear cell renal cell carcinoma via lipid metabolism reprogramming by Bo Guan, Cong Huang, Cong Huang, Cong Huang, Jun He, Jun He, Jun He, Weimin Shan, Di Cui, Xiaowei Li, Chaozhao Liang, Chaozhao Liang, Chaozhao Liang, Zongyao Hao, Zongyao Hao, Zongyao Hao

“…MethodsBulk transcriptome data, single-cell transcriptome data, and gene set data for ccRCC were sourced from the TCGA database and GEO database. …”
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Facilitators and challenges to ICD-11 implementation: a qualitative study using the consolidated framework for implementation science by Erwyn Chin Wei Ooi, Zaleha Md Isa, Mohd Rizal Abdul Manaf, Ahmad Soufi Ahmad Fuad, Hammad Fahli Sidek, Azman Ahmad, Mimi Nurakmal Mustapa, Mohamad Fadli Kharie, Shahidah Adilah Shith, Nuraidah Mohd Marzuki

“…The challenges were ICD-11’s complexity, customization, support by top management, vendor’s steep learning curve, inadequate documentation, outdated infrastructure, data duplication and validity, workforce, impact on work processes, funding, and technical expertise. …”
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Flash Flood Regionalization for the Hengduan Mountains Region, China, Combining GNN and SHAP Methods by Yifan Li, Chendi Zhang, Peng Cui, Marwan Hassan, Zhongjie Duan, Suman Bhattacharyya, Shunyu Yao, Yang Zhao

“…The unsupervised Dink-Net model allowed the framework to be independent from historical flash flood data, which would facilitate its application in ungauged mountainous areas. …”
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Family Interviews Improve Health Service Recommendations in Mortality Review Process: A Mixed‐Methods Assessment by Catherine Kothari, Fernando Ospina, Nia Evans, Cynthia Bane, Joi Presberry Dixon, Vaishali Patil, Ruth Butters, Rosemary Fournier, Susanna C. Joy, Brenda O'Rourke, Josephine Woods, Debra Lenz, Aaron L. Davies

“…Quantitative data collection was secondary analysis of FIMR administrative records, comparing outcomes with and without family interviews using Generalized Estimating Equation (GEE) and descriptive analysis of annual FIMR team evaluation responses. …”
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Fertility preservation by ovarian tissue cryopreservation of children in China——umbilical single-incision surgery and perioperative experience by Zheng Qipeng, Liu Jing, Su Yun, Li Zexi, Cao Zhenhua, Chen Meng, Zhou Yan, Zhang Hua, Wang Zecheng, Tian Yu, Ruan Xiangyan, Wu Yurui

“…The number of umbilical single-incision laparoscopic oophorectomy had been increasing year by year. The learning curve analysis indicated that the first 35 cases were the learning and improvement phase. …”
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HI4HC and AAAAD: Exploring a hierarchical method and dataset using hybrid intelligence for remote sensing scene captioning by Jiaxin Ren, Wanzeng Liu, Jun Chen, Shunxi Yin

“…Remote sensing scene captioning is crucial for the deep understanding and intelligent analysis of Earth observation data. Many existing methods and datasets lack a fine-grained description of key geographical elements, fail to capture the full diversity of spatial relations, and are limited in their applicability to real-world geospatial scenarios. …”
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Characterization of G2/M checkpoint classifier for personalized treatment in uterine corpus endometrial carcinoma by Yiming Liu, Yusi Wang, Shu Tan, Xiaochen Shi, Jinglin Wen, Dejia Chen, Yue Zhao, Wenjing Pan, Zhaoyang Jia, Chunru Lu, Ge Lou

“…The differences in biological and clinical features of different subtypes were compared through survival analysis, clinical characteristics, immune infiltration, tumor mutation burden, and drug sensitivity analysis. …”
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Demonstrating impact of allied health professional participation in the NIHR Associate Principal Investigator scheme by Florence Cook, Nicky Gilbody, Jenny Hunt, Zoe Knight, Heulwen Sheldrick, Lisa Houghton, Caroline Ewers, Michael Caygill, Holly Speight, Irwin Nazareth, Roganie Govender

“…Framework analysis and the evidence of impact model was employed for analysis. …”
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Rethinking 2S/LGBTQI+ food security with co-design: a study protocol by Joanie Thériault, Phillip Joy, Sana Boudhraâ, Min Gao

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Knowledge, attitude, and practice regarding trauma-informed care among nursing students in Eastern China: A cross-sectional study by Di Zhang, Praneed Songwathana, Ratjai Vachprasit, Eleanor Holroyd

“…Assessing the effectiveness of the newly developed TIC course and learning outcomes in clinical practice is also recommended. …”
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Supporting consumer engagement in health research about chronic conditions: a scoping review of evidence-based resources by Mingming Zhou, Anne Parkinson, Mengyu Andy Lyu, Hanna Suominen, Leanne Watts, Jane Desborough

“…Promoting reciprocal learning, 2. Fostering a supportive environment, 3. …”
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The use of electronical devices and relative levels of Nomophobia within a group of Italian nurses: an Observational Study by Roberto Lupo, Simone Zacchino, Cosimo Caldararo, Antonino Calabro, Maria Chiara Carriero, Pietro Santoro, Maicol Carvello, Luana Conte

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Is virtual simulation as effective as clinical simulation: a mixed methods study comparing knowledge acquisition, self-confidence, anxiety, and cost effectiveness by Gdiom Gebreheat, Anu Koju, Jane Whitehorn, Jamie Lee Fairholm, Craig Shepherd, Ruth Paterson

“…Thematic analysis of Stage 2 qualitative data generated three themes: decision making, alignment to real-world learning, and improving the dVRS experience. …”
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Bridging theory and practice: a scoping review protocol on gamification’s impact in clinical reasoning education by Sze-Yuen Yau, Ching-Yi Lee, Hung-Yi Lai, Ching-Hsin Lee, Mi-Mi Chen, Po-Jui Chen

“…Two independent reviewers will screen studies and extract data on gamification elements used in clinical reasoning education. …”
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Chiller power consumption forecasting for commercial building based on hybrid convolution neural networks-long short-term memory model with barnacles mating optimizer by Mohd Herwan Sulaiman, Zuriani Mustaffa

“…Despite advances in deep learning, existing forecasting models often struggle with the complex temporal dependencies and non-linear patterns in chiller operation data. …”
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Co‐Authoring and Reporting on Lived Experience Engagement in Mental Health and/or Substance Research: A Qualitative Study and Guidance Document by Natasha Y. Sheikhan, Kerry Kuluski, Melissa Hiebert, Charlotte Munro, Vivien Cappe, Mary Rose vanKesteren, Sean Kidd, Lisa D. Hawke

“…Methods This study included a qualitative description study underpinned by pragmatism. Data were collected through virtual interviews with 13 PWLE/F and 12 researchers across Canada and analysed using template analysis. …”
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Computer-economical optimization method for solving inverse problems of determining electrophysical properties of objects in eddy current structroscopy by V. Ya. Halchenko, R. V. Trembovetska, V. V. Tychkov

“…This makes it possible to implicitly identify complex patterns hidden in the data that are characteristic of the eddy current measuring process and take them into account during reconstruction. …”
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Spatial features of tumor-infiltrating lymphocytes in primary lesions of lung adenocarcinoma predict lymph node metastasis by Huibo Zhang, Ming Luo, Junwei Feng, Juan Tan, Yan Jiang, Dmitrij Frishman, Yang Liu

“…Methods TILScout was utilized to derive patch-level TIL scores and generate global TIL maps from primary tumor WSIs. Hot spot analysis and deep learning-based feature extraction followed by K-means clustering were applied to identify and characterize spatial TIL clusters (sTILCs) from the global TIL maps. …”
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