The impact of war on people with type 2 diabetes in Ukraine: a survey studyResearch in context by Oksana Sulaieva, Viktoriia Yerokhovych, Sergii Zemskov, Iuliia Komisarenko, Vitalii Gurianov, Volodymyr Pankiv, Oleksandr Tovkai, Tetyana Yuzvenko, Violetta Yuzvenko, Andrii Tovkai, Zlatoslava Shaienko, Tetyana Falalyeyeva, Nadiya Skrypnyk, Taras Romaniv, Nadiya Pasyechko, Taras Krytskyy, Solomiia Danyliuk, Andrii Klantsa, Dmytro Krasnienkov, Oleksandr Gurbych, Nazarii Kobyliak

“…Next, the impact of intrinsic and war-related factors on T2D progression was assessed via logistic regression analysis and machine learning tools. Findings: Two years of war experience was associated with significant increase in the median HbA1c from 7.8% (7.0–8.93) to 8.4% (7.4–9.9; p < 0.001), with the highest value occurring in eastern and northern Ukraine. …”
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Application of mind-mapping combined with scenario simulation method in clinical teaching and training of cardiopulmonary resuscitation skills of nursing students (思维导图联合情景模拟的教学方式在... by ZHAO Lina (赵丽娜), LIU Ai (刘爱), WANG Honghong (王虹虹), WANG Xiaojie (王小杰), TONG Lu (佟璐), ZHANG Ji (张继), ZUO Lin (左琳), MING Yue (明月), CHEN Xinxin (陈鑫鑫), WANG Yuanyuan (王媛媛)

“…Conclusion Adopting the mind-mapping combined with scenario simulation method in clinical teaching and training of cardiopulmonary resuscitation is effective in improving nursing students’ interest in learning and critical thinking ability. (目的 探讨思维导图联合情景模拟的教学方式在实习护生心肺复苏急救技能培训中的应用效果。…”
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Case Reports: The core of practice-based evidence by Antonio Villa

“…., incidence studies) [1]; moreover, they can support individual treatment needs [1, 4] and promote problem based learning among health professionals [2]. Ultimately, a case report can increase the medical knowledge of readers that can re-use it in their own medical practice. …”
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Proteomic profiling of the local and systemic immune response to pediatric respiratory viral infections by Emily Lydon, Christina M. Osborne, Brandie D. Wagner, Lilliam Ambroggio, J. Kirk Harris, Ron Reeder, Todd C. Carpenter, Aline B. Maddux, Matthew K. Leroue, Nadir Yehya, Joseph L. DeRisi, Mark W. Hall, Athena F. Zuppa, Joseph Carcillo, Kathleen Meert, Anil Sapru, Murray M. Pollack, Patrick McQuillen, Daniel A. Notterman, Charles R. Langelier, Peter M. Mourani

“…From tracheal aspirate (TA), we defined a proteomic signature of vLRTI characterized by increased expression of interferon signaling proteins and decreased expression of proteins involved in immune modulation including FABP and MIP-5. Using machine learning, we developed a parsimonious diagnostic classifier that distinguished vLRTI from non-infectious respiratory failure with high accuracy. …”
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Application of Health Education Accurately Linking System combined with case-based leaning in nursing teaching ward round in the encephalopathy clinic (健康教育精准连接系统助手联合基于案例学习模式在脑病科护理... by FU Jinna (付景娜), ZHAO Zijun (赵子珺), YANG Junxing (杨俊行), HU Zhe (胡哲), LYU Jingmin (吕静敏), SONG Ying (宋颖), SUN Yi (孙祎), GAO Jiajia (高佳佳), GENG Qingwen (耿庆文)

“…The evaluation of enhancing interest, problem solving skills and independent learning in nursing ward rounds based on HEALS combined with CBL was superior to that in routine nursing ward rounts (P＜0. 05). …”
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Dense Nursery Stock Detecting and Counting Based on UAV Aerial Images and Improved LSC-CNN by PENG Xiaodan, CHEN Fengjun, ZHU Xueyan, CAI Jiawei, GU Mengmeng

“…[Conclusions]The improved LSC-CNN model integrated the advantages of point supervision learning from density estimation methods and the generation of target bounding boxes from detection methods.These improvements demonstrate the enhanced performance of the improved LSC-CNN model in terms of accuracy, precision, and reliability in detecting and counting trees. …”
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Real-time Detection Algorithm of Expanded Feed Image on the Water Surface Based on Improved YOLOv11 by ZHOU Xiushan, WEN Luting, JIE Baifei, ZHENG Haifeng, WU Qiqi, LI Kene, LIANG Junneng, LI Yijian, WEN Jiayan, JIANG Linyuan

“…This indicated that the YOLOv11-AP2S model strikes a good balance between learning speed and network performance, enabling it to efficiently and accurately detect images of floating extruded feed on the water surface. …”
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Effectiveness of a universal film intervention in reducing violence against children and increasing positive parenting among migrant and displaced caregivers from Myanmar: a commun... by Amanda Sim, Khaing Zar Lwin, Stephanie Eagling-Peche, G.J. Melendez-Torres, Seema Vyas, Francisco Calderon, Tawanchai Jirapramukpitak, Jamie Lachman, Sureeporn Punpuing, Andrea Gonzalez, Mary Soan, Nway Nway Oo, Ivet Castello Mitjans, Greg Tyrosvoutis, Eve Puffer

“…Small effects were observed for the secondary and exploratory outcomes of parenting knowledge, belief in the need for harsh punishment, engagement in early learning, family functioning, and social support. Subgroup analyses suggest that the intervention may be more effective at reducing physical violence among female caregivers and caregivers of female children and younger children. …”
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BDC-DAL: A new algorithm using blueprint difference convolution and dual auxiliary supervision for lightweight face anti-spoofing(BDC-DAL：基于蓝图差分卷积和双重辅助监督的轻量化人脸活体检测算法)... by 叶继华(YE Jihua), 梁芳昕(LIANG Fangxin), 王超(WANG Chao), 肖顺杰(XIAO Shunjie), 宗义(ZONG Yi), 江爱文(JIANG Aiwen)

“…The test results are compared with those by performing the current mainstream deep learning face anti-spoofing algorithms and other lightweight network models. …”
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New rectum dose surface mapping methodology to identify rectal subregions associated with toxicities following prostate cancer radiotherapy by Artemis Bouzaki, Dylan Green, Marcel van Herk, Jane Shortall, Tanuj Puri, Sarah Kerns, David Azria, Marrie-Pierre Farcy-Jacquet, Jenny Chang-Claude, Ananya Choudhury, Alison Dunning, Maarten Lambrecht, Barbara Avuzzi, Dirk De Ruysscher, Petra Seibold, Elena Sperk, Christopher Talbot, Ana Vega, Liv Veldeman, Adam Webb, Barry Rosenstein, Catharine M. West, Eliana Gioscio, Tiziana Rancati, Eliana Vasquez Osorio, Alan McWilliam

“…Materials and methods: Data of 1,048 patients with prostate cancer from the REQUITE study were used. Deep learning based automatic segmentations were generated to ensure consistency. …”
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An alternative to the straddle-arm technique for a conscious infant who is choking: Towards a more universal skill by Ada Chan, Adam Gesicki

“…This one technique is put forward as a recommendation for how the skill should be taught, by default, within learning environments.    Problème La technique consistant à placer un bébé à califourchon sur l’avant-bras d’un ou d’une secouriste pendant qu’on lui administre des tapes dans le dos et des poussées thoraciques pour désobstruer ses voies respiratoires peut s’avérer physiquement impossible pour certaines personnes. …”
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Gaps in U.S. livestock data are a barrier to effective environmental and disease management by Rebecca Logsdon Muenich, Sanskriti Aryal, Amanda J Ashworth, Michelle L Bell, Melanie R Boudreau, Stephanie A Cunningham, K Colton Flynn, Kerry A Hamilton, Ting Liu, Michael L Mashtare, Natalie G Nelson, Barira Rashid, Arghajeet Saha, Danica Schaffer-Smith, Callie Showalter, Aureliane Tchamdja, Jada Thompson

“…We then feature some recent work to improve livestock data availability through remote-sensing and machine learning, ending with our takeaways to address these data needs for the future of environmental and public health management.…”
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Efficacy and safety of trabeculectomy versus peripheral iridectomy plus goniotomy in advanced primary angle-closure glaucoma: study protocol for a multicentre, non-inferiority, ran... by Keith Barton, Tin Aung, Ling Jin, Ping Lu, Xiulan Zhang, Robert N Weinreb, Yi Zhang, Li Tang, Guangxian Tang, Hengli Zhang, Aiguo Lv, Huiping Yuan, Yunhe Song, Fengbin Lin, DENNIS S C LAM, Lin Xie, Kun Hu, Xiaohong Liang, Yingzhe Zhang, Wulian Song, Xiaomin Zhu, Xinbo Gao, Sujie Fan, Yuying Peng, Mengfei Liao, Xin Nie, Ki-Ho Park

“…Filtering surgery is a conventional strategy for PACG, yet it has a long learning curve and undesirable disastrous complications. …”
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Single-cell microbiota phenotyping reveals distinct disease and therapy-associated signatures in Crohn’s disease by Lisa Budzinski, Gi-Ung Kang, René Riedel, Toni Sempert, Leonie Lietz, René Maier, Janine Büttner, Bettina Bochow, Marcell T. Tordai, Aayushi Shah, Amro Abbas, Tanisha Momtaz, Jannike L. Krause, Robin Kempkens, Katrin Lehman, Gitta A. Heinz, Anne E. Benken, Stefanie Bartsch, Kathleen Necke, Ute Hoffmann, Mir-Farzin Mashreghi, Robert Biesen, Tilmann Kallinich, Tobias Alexander, Bosse Jessen, Carl Weidinger, Britta Siegmund, Andreas Radbruch, Anja Schirbel, Benjamin Moser, Hyun-Dong Chang

“…The data were analyzed by machine-learning to assess disease-specific marker patterns in the microbiota phenotype. mMFC captured detailed characteristics of CD microbiota and identified patterns to classify CD patients. …”
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Digital mental health treatment implementation playbook: successful practices from implementation experiences in American healthcare organizations by David C. Mohr, David C. Mohr, Alexandra L. Silverman, Alexandra L. Silverman, Soo Jeong Youn, Soo Jeong Youn, Soo Jeong Youn, Patricia Areán, Andrew Bertagnolli, Jenna Carl, Tarolyn Carlton, Neha Chaudhary, David Cooper, Shelly DeVito, Stephanie Eaneff, Megan Flom, Valerie L. Forman-Hoffman, Leanna Fortunato, Karen Franchino, Andrea K. Graham, Heidi Greenberger, Jessica Hauflaire, Benjamin Kaveladze, Rachel Kornfield, Kaylee P. Kruzan, Eric Kuhn, Eric Kuhn, Carolyn MacIver, Frederick Muench, Regina Misch, Adrian Ortega, Lisa Palko, Derek Richards, Derek Richards, Louisa Salhi, Jonathan Schremp, Eva Szigethy, Eva Szigethy, Nathan Tatro, Bethany A. Teachman, Bethany A. Teachman, Trina Histon

“…This slows progress, as experiences and learnings are siloed within each organization, hindering or preventing learning across implementations and slowing the progress. …”
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Applied pharmacogenetics to predict response to treatment of first psychotic episode: study protocol by Sergi Mas, Sergi Mas, Sergi Mas, Laura Julià, Manuel J. Cuesta, Manuel J. Cuesta, Manuel J. Cuesta, Benedicto Crespo-Facorro, Benedicto Crespo-Facorro, Benedicto Crespo-Facorro, Benedicto Crespo-Facorro, Javier Vázquez-Bourgon, Javier Vázquez-Bourgon, Javier Vázquez-Bourgon, Carlos Spuch, Carlos Spuch, Ana Gonzalez-Pinto, Ana Gonzalez-Pinto, Angela Ibañez, Angela Ibañez, Judith Usall, Judith Usall, Cristina Romero-López-Alberca, Cristina Romero-López-Alberca, Ana Catalan, Ana Catalan, Ana Catalan, Ana Catalan, Ana Catalan, Anna Mané, Anna Mané, Anna Mané, Anna Mané, Miquel Bernardo, Miquel Bernardo, Miquel Bernardo, Miquel Bernardo

“…These predictors will integrate, through machine learning techniques, pharmacogenetic (measured as polygenic risk scores) and epigenetic data together with clinical, sociodemographic, environmental, and neuroanatomical data. …”
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Pattern of Professional Development of Human Resources of Knowledge-based Companies(Study case: Science and Technology Park of Iranian Research Organization for Science and Technol... by Bijan Abdollahi, Jafar Salemi, hasan zeinabadi, ghasem Ramezanpour nargesi

“…By coding the extracted interviews, 442 initial concepts, 149 indicators, 23 dimensions and 4 components were identified, of which the four main components were planning and policy making, teaching and learning, implementation and design and performance management To increase the internal validity of the study, member checking method was used. …”
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A China dataset of soil properties for land surface modelling (version 2, CSDLv2) by G. Shi, W. Sun, W. Shangguan, Z. Wei, H. Yuan, L. Li, X. Sun, Y. Zhang, H. Liang, D. Li, F. Huang, Q. Li, Q. Li, Y. Dai

“…Using advanced ensemble machine learning and a high-performance parallel-computing strategy, we developed comprehensive maps of 23 soil physical and chemical properties at six standard depth layers from 0 to 2 m in China at a 90 m spatial resolution (China dataset of soil properties for land surface modelling version 2, CSDLv2). …”
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Perspective of Need for First Aid Education in Bulgarian Schools by Daniela Baleva

“…Chi-square, Cramér‘s V, and p-values were calculated in order to explore possible factors influencing teachers’ motivations for learning first aid. Results: Approximately 59% of respondents state their willingness to undergo further first aid and disaster response training. …”
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