Addressing evidence needs during health crises in the province of Quebec (Canada): a proposed action plan for rapid evidence synthesis by Quan Nha Hong, Esther McSween-Cadieux, Maxime Guillette, Luiza Maria Manceau, Jingjing Li, Vera Granikov, Marie-Pascale Pomey, Marie-Pierre Gagnon, Saliha Ziam, Christian Dagenais, Pierre Dagenais, Alain Lesage, Thomas G. Poder, Martin Drapeau, Valéry Ridde, Julie Lane

“…The data collected at each phase were compared to identify common courses of action and integrated to develop an action plan. Results A total of 14 specific actions structured into four main axes were identified over the three phases. …”
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Lightweight Deep Learning Model, ConvNeXt-U: An Improved U-Net Network for Extracting Cropland in Complex Landscapes from Gaofen-2 Images by Shukuan Liu, Shi Cao, Xia Lu, Jiqing Peng, Lina Ping, Xiang Fan, Feiyu Teng, Xiangnan Liu

“…The decoder remains unchanged from U-Net, and the lightweight CBAM (Convolutional Block Attention Module) is integrated. This module adaptively adjusts the channel and spatial dimensions of feature maps, emphasizing key features and suppressing redundant information, which enhances the capture of edge features and improves extraction accuracy. …”
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Most oncological pancreas resections must consider the mesopancreas by S. A. Safi, S. David, L. Haeberle, S. Vaghiri, T. Luedde, C. Roderburg, I. Esposito, G. Fluegen, W. T. Knoefel

“…Mesopancreatic excision (MPE) aims to secure the integrity of the dorsal and ventral resection margins. …”
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Estimation Model for Cotton Canopy Structure Parameters Based on Spectral Vegetation Index by Yaqin Qi, Xi Chen, Zhengchao Chen, Xin Zhang, Congju Shen, Yan Chen, Yuanying Peng, Bing Chen, Qiong Wang, Taijie Liu, Hao Zhang

“…These findings highlight the potential of spectral remote sensing for accurately predicting cotton canopy structural parameters and biomass weights. By integrating spectral analysis techniques with remote sensing, this research offers valuable insights for precision cotton planting and field management, enabling optimized agricultural practices and enhanced vegetation health monitoring.…”
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CircRNA-miRNA-mRNA regulatory network in high-altitude hypobaric hypoxia-induced hearing impairment and hearing acclimatization by Danzeng Awang, Kanzi Danzeng, Tianheng Wang, Quzong Deji, Mengting Huang, Hailong Ren, Xinzhu Liu, Binghan Zhao, Lanzi Gongga

“…Hearing impairment and hearing acclimatization ceRNA networks were also constructed after integrating the predicted miRNA regulation analyses. …”
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Assessment of photoreceptor recovery and visual function utilizing adaptive optics and microperimetry in patients with surgically closed macular holes by Yuanyuan Liu, Xueli Yang, Wei Zhou, Jinguo Yu, Song Chen, Tiangeng He, Caiyun You, Xiangda Meng, Mengyu Liao, Yi Lei, Hua Yan

“…Results: The analysis revealed that type 1 closures resulted in significantly better photoreceptor recovery, with cone cells migrating toward the fovea and forming dense islets, consistent with the integrity of the inner segment/outer segment layer on OCT. …”
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Hydrothermal synthesis of a nickel-oxide-infused orange peel nanobiocomposite for enhanced heavy metal removal from mining wastewater by Jacques Romain Njimou, Velma Fai, Mary Tamwa Sieugaing, Djimongbaye Nguenamadje, John Godwin, Oben Bessem Genola, Guy Bertrand Noumi, Bankim Chandra Tripathy

“…Characterization techniques such as FTIR, XRD, SEM, and EDS reveal a highly porous morphology due to NiO nanoparticle integration within the OP matrix, a structure that provides numerous active sites for adsorption. …”
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Evaluation of circadian rhythm and prognostic variability pre-and post-CEA or CAS treatment in patients with carotid artery stenosis by Yi Quan, Zhongzhu Wang, Tao Zhang, Yanyong Sui, Xin Zhang, Xueliang Ji, Ao-fei Liu, Weijian Jiang

“…Stepwise regression analysis revealed that sleep quality, blood pressure stability, and coronary heart disease were key predictors of neurological outcomes, underscoring the importance of integrating circadian rhythm management into rehabilitation strategies. …”
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Double degree programs and education for sustainable development implementation: Experience of Ukrainian and UK universities cooperation in wartime by Iryna Skliar, Mykola Kostel’, Olena Melnyk, Kseniia Bliumska-Danko

“…By investigating faculty members’ perceptions of quality assurance gaps and examining the impact of DDPs on the integration of SDGs, the study provides insights into how these programs contribute to advancing Sustainable Development Goals (SDGs) in higher education. …”
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Multi-decadal stability of water ages and tracer transport in a temperate-humid river basin by Siyuan Wang, Markus Hrachowitz, Gerrit Schoups, Anna Störiko

“…This study utilizes a comprehensive dataset spanning 70 years of hydrological observations and tritium records (1953–2022) with a semi-distributed hydrological model with integrated tracer routing routine based on StorageAge Selection functions SAS, to explore the temporal evolution of water ages in the 4000 km ^2 Upper Neckar River basin, Germany. …”
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Evaluation of the resistome and gut microbiome composition of hospitalized patients in a health unit of southern Brazil coming from a high animal husbandry production region by Elisa Pires Coltro, Elisa Pires Coltro, Lucas Cafferati Beltrame, Lucas Cafferati Beltrame, Lucas Cafferati Beltrame, Caroline Ribeiro da Cunha, Caetana Paes Zamparette, Clarissa Feltrin, Vilmar Benetti Filho, Patrícia de Almeida Vanny, Sérgio Beduschi Filho, Taíse Costa Ribeiro Klein, Mara Cristina Scheffer, Jussara Kasuko Palmeiro, Jussara Kasuko Palmeiro, Glauber Wagner, Thaís Cristine Marques Sincero, Thaís Cristine Marques Sincero, Carlos Rodrigo Zárate-Bladés, Carlos Rodrigo Zárate-Bladés

“…The One Health approach, which integrates human, animal, and environmental health, highlights the roles of agricultural and hospital settings in the propagation of AMR. …”
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Bayesian network for predicting mandibular third molar extraction difficulty by Tian Meng, Zhiyong Zhang, Xiao Zhang, Chao Zhang

“…The Bayesian network model revealed that the relationship to the inferior alveolar nerve, surgeon experience and patient anxiety were the most important risk factors for extraction difficulty. By integrating these patient-specific risk factors across the entire surgical process, this model could be used during preoperative planning to identify high-risk cases and to optimize resource allocation; during intraoperative management to tailor surgical techniques; and during postoperative follow-up to establish targeted follow-up protocols for high-risk patients. …”
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Diagnósticos de enfermagem no setor de emergência: uma revisão integrativa by Daniel da Silva Rodrigues, Roberta Teixeira Prado, Maria Paula Taligliatti Luciano, Stephany Fabiane de Moura Costa, Isabella Lusvardi do Pinho Mellado, Rossana Gomes Machado Arruda, Suellen Cristina Dias Emidio

“…ABSTRACT Objective: To identify the predominant nursing diagnoses in the emergency sector. Methodology: Integrative review carried out in the PubMed, SciELO, Web of Science and Scopus databases, via Portal Capes with triple-blind selection, from October 2023 to January 2024. …”
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The multidisciplinary approach to the treatment of paediatric chronic pain: a qualitative analysis through focus groups by Aldana Paola Ercolano, Sabrina Galvan, Tessa Louise Marchesan, Alessia Gavioli, Gerardo Papa, Mariarita Todaro, Lidia Berforini D’Aquino, Alessia Zanatta, Andrea Vianello

“…The World Health Organization (WHO) has recently promoted a multidisciplinary approach for pediatric chronic pain, integrating physical, psychological, and pharmacological interventions, given the high prevalence of pain in pediatric populations, affecting up to 46% of children and adolescents. …”
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Medicinal plant species used for contraception and reproductive health care in rural Uganda by Madina Mohamed Adia, Asiimwe Savina, Namukobe Jane, Mukwaya Joel, Anywar Godwin, Kakudidi K. Esezah, Byamukama Robert

“…Medicinal plants form an integral part of traditional health care systems in Uganda and are known to possess a variety of bioactive compounds some of which are beneficial as contraceptives. …”
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Study protocol for a pragmatic randomised controlled trial of comparing enhanced acceptance and commitment therapy plus (+) added to usual aftercare versus usual aftercare only, in... by Imran Khan, Stephanie J. C. Taylor, Clare Robinson, Elisavet Moschopoulou, Paul McCrone, Liam Bourke, Mohamed Thaha, Kamaldeep Bhui, Derek Rosario, Damien Ridge, Sheila Donovan, Ania Korszun, Paul Little, Adrienne Morgan, Olivier Quentin, Rebecca Roylance, Peter White, Trudie Chalder

“…We also recognise the importance of exercise and vocational activity on QoL and therefore will integrate options for physical activity and return to work/vocational support, thus ACT Plus (+). …”
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Delineation of reduced CTV2 on the basis of the characteristics and distribution of cervical lymph node metastasis in nasopharyngeal carcinoma by Zhiqiang Wang, Yi Yang, Chunlei Ge, Rui Tian, Sheng Cheng, Jingyu Gao, Yan Wang, Qi Yue, Zhiwei Wang, Qingqing He, Yuchuan Xu, Yan Li, Xudong Feng, Yanli Yang, Yong Zhang

“…Using MIM software, we integrated all patients’ lymph node images onto the template CT images and conducted an in-depth analysis of their distribution characteristics and metastatic patterns. …”
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Metabolic reprogramming and macrophage expansion define ACPA-negative rheumatoid arthritis: insights from single-cell RNA sequencing by Yafeng Jiang, Zhaolan Hu, Roujie Huang, Kaying Ho, Pengfei Wang, Jin Kang, Jin Kang

“…Metabolic flux analysis indicated elevated beta-alanine and glutathione metabolism in ACPA− RA macrophages.ConclusionThese findings underscore that ACPA-negative rheumatoid arthritis is marked by elevated classical monocytes in circulation and metabolic reprogramming of synovial macrophages, particularly in complement cascade and glutathione metabolism pathways. By integrating single-cell RNA sequencing with machine learning, this study established a neural network model that robustly differentiates patients with ACPA− RA from healthy controls, highlighting promising diagnostic biomarkers and therapeutic targets centered on immune cell metabolism.…”
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A multi-omics strategy to understand PASC through the RECOVER cohorts: a paradigm for a systems biology approach to the study of chronic conditions by Jun Sun, Masanori Aikawa, Hassan Ashktorab, Noam D. Beckmann, Noam D. Beckmann, Michael L. Enger, Joaquin M. Espinosa, Xiaowu Gai, Xiaowu Gai, Benjamin D. Horne, Benjamin D. Horne, Paul Keim, Paul Keim, Paul Keim, Jessica Lasky-Su, Rebecca Letts, Cheryl L. Maier, Meisha Mandal, Lauren Nichols, Nadia R. Roan, Nadia R. Roan, Mark W. Russell, Jacqueline Rutter, George R. Saade, George R. Saade, Kumar Sharma, Kumar Sharma, Stephanie Shiau, Stephen N. Thibodeau, Samuel Yang, Lucio Miele, NIH Researching COVID to Enhance Recovery (RECOVER) Consortium

“…The OMICS task force recommended an integrated, longitudinal, simultaneous systems biology study of participant biospecimens on the entire RECOVER cohorts through centralized laboratories, as opposed to multiple smaller studies using one or few analytical techniques. …”
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Impact of peer interaction on maternal health service utilization in rural northwest China by Liuchun Xiang, Liuchun Xiang, Dan Li, Junhao Wu, Jun Chen, Jie Yang, Haisong Nie

“…Policymakers and healthcare providers should integrate peer support programs into existing maternal health initiatives and fully use social media and community resources to create interactive platforms for maternal and infant knowledge that combine online and offline. …”
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