Contrastive learning with transformer for adverse endpoint prediction in patients on DAPT post-coronary stent implantation by Fang Li, Zenan Sun, Ahmed abdelhameed, Tiehang Duan, Laila Rasmy, Xinyue Hu, Jianping He, Yifang Dang, Jingna Feng, Jianfu Li, Yichen Wang, Tianchen Lyu, Naomi Braun, Si Pham, Michael Gharacholou, DeLisa Fairweather, Degui Zhi, Jiang Bian, Cui Tao

“…Following this, we integrated a Transformer architecture with multi-head attention mechanisms to focus on and amplify the most salient features, optimizing the representation for better predictive accuracy. …”
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A nursing and midwifery training program in Kathmandu on antimicrobial resistance and stewardship and infection prevention and control: a qualitative and quantitative outcomes and... by Jamuna Tamrakar Sayami, Rakchya Amatya, Kshitij Karki, Deepak Bajracharya, Basudha Shrestha, Sreenidhi Srinivasan, Tyler Prentiss, Anita Shallal, Marcus Zervos, Katie Latack, Linda Kaljee

“…The process evaluation focused on training content, integration into practice, implementation barriers, and recommendations for dissemination. …”
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Are bacterial communities and aggregation in fragile soils influenced by the management system? by Tiago Paula da Silva, Caio Simões dos Santos Nicolau, Carlos Wagner Ribeiro Junqueira, Gustavo Souza Lima Sant’Anna, Everaldo Zonta, Nivaldo Schultz, Irene da Silva Coelho, Marcos Gervasio Pereira

“…Light-textured soils are widely distributed globally and, despite their limitations, have been integrated into agricultural production systems. This study aimed to assess how management systems—conventional tillage (CT) and no-till (NT)—affect aggregate formation pathways (physicogenic and biogenic) and bacterial communities. …”
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Supporting rotational grazing systems with virtual fencing: paddock transitions, beef heifer performance, and stress response by N.A. Grinnell, D. Hamidi, M. Komainda, F. Riesch, J. Horn, I. Traulsen, R. Palme, J. Isselstein

“…Animal welfare is integral to sustainable livestock production, and pasture access for cattle is known to enhance welfare. …”
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Automated multidimensional deep learning platform for referable diabetic retinopathy detection: a multicentre, retrospective study by Chi Pui Pang, Weiqi Chen, Mingzhi Zhang, Tsz Kin Ng, Yi Zheng, Guihua Zhang, Jian-Wei Lin, Ji Wang, Jie Ji, Ling-Ping Cen, Peiwen Xie, Yongqun Xiong, Hanfu Wu, Dongjie Li

“…Referable decisions were generated by integrating the output of all classifiers and reported at the image, eye and patient level. …”
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Principles, barriers and enablers to agroecological animal production systems: a qualitative approach based on five case studies by B. Dumont, C. Barlagne, P. Cassart, J.E. Duval, A. Fanchone, J-L. Gourdine, O. Huguenin-Elie, Y. Kazakova, J. Klötzli, A. Lüscher, E. Oteros-Rozas, D. Pomies, M.G. Rivera Ferre, W.A.H. Rossing, V. Stefanova, A. Swartebroeckx, C. Zagaria

“…Here, we analyse how the whole set of agroecological principles was mobilised in five case studies on grassland-based, silvopastoral or integrated crop-livestock systems in Switzerland, Guadeloupe, French uplands, Bulgaria and Andalucía. …”
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Yoga programme for type-2 diabetes prevention (YOGA-DP) among high risk people in India: a multicentre feasibility randomised controlled trial protocol by Mark Hamer, Dorairaj Prabhakaran, Kavita Singh, Nikhil Tandon, Sanjay Kinra, Kaushik Chattopadhyay, Tess Harris, Pallavi Mishra, Sheila Margaret Greenfield, Sarah Anne Lewis, Nandi Krishnamurthy Manjunath, Rukamani Nair, Somnath Mukherjee, David Ross Harper

“…The exercise part is based on Yoga and includes Shithilikarana Vyayama (loosening exercises), Surya Namaskar (sun salutation exercises), Asana (Yogic poses), Pranayama (breathing practices) and Dhyana (meditation) and relaxation practices.Methods and analysis This is a multicentre, two-arm, parallel-group, feasibility RCT with blinded outcome assessment and integrated mixed-methods process evaluation. Eligible participants should be aged 18–74 years, at high risk of T2DM (fasting plasma glucose level 5.6–6.9 mmol/L) and safe to participate in physical activities. …”
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An ecological, environmental, and economic indicators-based approach towards enhancing sustainability in water and nutrient use for passion fruit cultivation in Colombia by Sonia Mercedes Polo-Murcia, Nesrine Chaali, Camilo Ignacio Jaramillo-Barrios, Sofiane Ouazaa, Victor Javier Polo, John Edisson Calderon Carvajal

“…I2F2 achieved the highest integrated scores (2.488 in HP1; 1.047 in HP2). I2 combined with F2 led to optimized yield, profitability, and sustainability by minimizing resource waste and economic risks. …”
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Quantifying the spatial patterns of retinal ganglion cell loss and progression in optic neuropathy by applying a deep learning variational autoencoder approach to optical coherence... by Jui-Kai Wang, Jui-Kai Wang, Brett A. Johnson, Zhi Chen, Zhi Chen, Honghai Zhang, Honghai Zhang, David Szanto, Brian Woods, Brian Woods, Michael Wall, Young H. Kwon, Young H. Kwon, Edward F. Linton, Edward F. Linton, Andrew Pouw, Mark J. Kupersmith, Mark J. Kupersmith, Mark J. Kupersmith, Mona K. Garvin, Mona K. Garvin, Mona K. Garvin, Mona K. Garvin, Randy H. Kardon, Randy H. Kardon

“…Future work will focus on integrating additional image modalities to further refine the model’s diagnostic capabilities.…”
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Age-associated microglial transcriptome leads to diminished immunogenicity and dysregulation of MCT4 and P2RY12/P2RY13 related functions by Martin Škandík, Lara Friess, Guillermo Vázquez-Cabrera, Lily Keane, Kathleen Grabert, Mireia Cruz De los Santos, Mercedes Posada-Pérez, Austeja Baleviciute, Mathilde Cheray, Bertrand Joseph

“…In conclusion, our study unveils a distinct phenotype in aged microglia characterized by compromised immune responsiveness. Through the integration of in vitro cultured BV-2 microglia with primary microglia datasets, we identify critical molecular determinants of microglial cellular aging confirmed in human-aged brain tissue. …”
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Dynamic monitoring and drivers of ecological environmental quality in the Three-North region, China: Insights based on remote sensing ecological index by Leyi Zhang, Xia Li, Xiuhua Liu, Zhiyang Lian, Guozhuang Zhang, Zuyu Liu, Shuangxian An, Yuexiao Ren, Yile Li, Shangdong Liu

“…However, amidst the global climate change, it remains unclear whether the integrated ecological environmental quality (EEQ) of a region would improve through current or future ecological restoration projects. …”
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Assessing intrinsic capacity for person‐centred HIV care: a cross‐sectional study in ageing populations in Malaysia and Hong Kong by Reena Rajasuriar, Syaza Hisham, John Son Lim, Jean Yi Cheong, Wen Ying Ho, Siew Hwei Yap, Nurul Syuhada Zulhaimi, Malinee Neelamegam, Catherine Cheung, Vivian Wong, Ruhana Che Yusof, Kejal Hasmukharay, Shahrul Bahyah Kamaruzzaman, Sharifah Faridah Syed Omar, Meng Li Chong, Pui Li Wong, Grace Chung‐Yan Lui

“…Abstract Introduction WHO's Integrated Care for Older People (ICOPE) proposes we measure the functional construct of intrinsic capacity (IC) to monitor and identify individuals with age‐associated vulnerabilities. …”
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Clinical validation of an artificial intelligence-based decision support system for diagnosis and risk stratification of heart failure (STRATIFYHF): a protocol for a prospective, m... by Prithwish Banerjee, Guy A MacGowan, Frans H Rutten, Iacopo Olivotto, Petar M Seferović, Jonathan Mant, Djordje G Jakovljevic, Oscar Fernandez, Josep Darbà, Nduka C Okwose, Jose Zamorano, Duncan Edwards, David Sinclair, Lazar Velicki, Amy Groenewegen, Lars S Maier, Dimitris Fotiadis, Sarah Jane Charman, Annamaria Del Franco, Maria Tafelmeier, Andrej Preveden, Cristina Garcia Sebastian, Amy S Fuller, Anne Pauline Nelissen, Petros Malitas, Aikaterini Zisaki, Zoran Bosnic, Petar Vracar, Fausto Barlocco, Marta Jiménez-Blanco Bravo, Nenad Filipovic, Bano Fatima, Williams Kate, Fornaro Alessandra, Milovancev Aleksandra, Ascanio Meritxell, Aguera Ainoa, Pičulin Matej, Flis Borut, Boucharas Dimitrios, Manousos Dimitris, Tsiknakis Manolis, Kassiotis Thomas, Sustersic Tijana, Milicevic Bogdan, Hobbs FD Richard, Kaagman Onno

“…We will develop and propose policy guidelines for integration of the STRATIFYHF DSS and mobile application into the standard of care in the HF care pathway.Trial registration number NCT06377319.…”
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A Digital Tool for Clinical Evidence–Driven Guideline Development by Studying Properties of Trial Eligible and Ineligible Populations: Development and Usability Study by Shahzad Mumtaz, Megan McMinn, Christian Cole, Chuang Gao, Christopher Hall, Magalie Guignard-Duff, Huayi Huang, David A McAllister, Daniel R Morales, Emily Jefferson, Bruce Guthrie

“…The disclosure control mechanism is integral to the tool, limiting tabular counts to meet local governance needs. …”
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Effects of deoxynivalenol contaminated corn distiller's dried grains with solubles on growth performance, body composition, immunological response, and gastrointestinal health in y... by Deependra Paneru, Milan K. Sharma, Hanyi Shi, Doyun Goo, Venkata S.R. Choppa, Ishwari Gyawali, Revathi Shanmugasundaram, Woo K. Kim

“…In conclusion, feeding DON-contaminated DDGS at higher inclusion levels (15% and 20%) with final diet DON concentrations exceeding 8.9 ppm over 28 days adversely affects growth performance, immune function, and gut integrity in young pullets.…”
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Computational analysis of reproducibility and image quality of 2011 and 2017 models of Heidelberg Spectralis SD-OCT machines by Kyoung A Viola Lee, Corey Tesdahl, Keith Zimmerman, Kimberly Jun, Sabrina Khalil, Alexander Shahin, Abdullah Abou-Samra, Ramesh Ayyala, Radouil Tzekov

“…Purpose: Evaluate the integrity, reproducibility, and image quality of total retinal thickness (TRT) measurements between two generations of Spectralis Spectral Domain Optical Coherence Tomography (SD-OCT) instruments (Old OCT: 2011, New OCT: 2017). …”
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The implementation of genome sequencing in rare genetic diseases diagnosis: a pilot study from the Hong Kong genome projectResearch in context by Wai Kei Jacky Lam, Chak Sing Lau, Ho Ming Luk, Lisa Wing Chi Au, Gary C.P. Chan, Will Yap Hang Chan, Shirley Sze Wing Cheng, Timothy Hua Tse Cheng, Li Li Cheung, Yiu Fai Cheung, Josephine Shuk Ching Chong, Annie Tsz Wai Chu, Claudia Ching Yan Chung, Kin Lai Chung, Cheuk Wing Fung, Eva Lai Wah Fung, Yuan Gao, Stephanie Ho, Shirley Pik Ying Hue, Chi-Ho Lee, Tsz Leung Lee, Philip Hei Li, Hei Man Lo, Ivan Fai Man Lo, Herbert Ho Fung Loong, Becky Mingyao Ma, Wei Ma, Shirley Yin Yu Pang, Wai-Kay Seto, Steven Wai Kwan Siu, Ho So, Yuk Him Tam, Wenshu Tang, Rosanna Ming Sum Wong, Desmond Yat Hin Yap, Maggie Lo Yee Yau, Brian Hon Yin Chung, Su-Vui Lo

“…Interpretation: This population-based genome project shed light on the consideration of integrating srGS and lrGS in clinical workflows for RDs. …”
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Diagnostics of lung cancer by fragmentated blood circulating cell-free DNA based on machine learning methods by Ivan O. Meshkov, Alexander P. Koturgin, Pavel V. Ershov, Liubov A. Safonova, Julia A. Remizova, Valentina V. Maksyutina, Ekaterina D. Maralova, Vasilisa A. Astafieva, Alexey A. Ivashechkin, Boris D. Ignatiev, Antonida V. Makhotenko, Ekaterina A. Snigir, Valentin V. Makarov, Vladimir S. Yudin, Anton A. Keskinov, Sergey M. Yudin, Anna S. Makarova, Veronika I. Skvortsova

“…The blood plasma circulating cell-free DNA (cfDNA) fragments reflect the genome and chromatin status and are considered as integral cancer biomarkers and the biological entities for ‘cancer-of-origin’ prediction. …”
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Ion homeostasis and coordinated salt tolerance mechanisms in a barley (Hordeum vulgare L.)doubled haploid line by Hongwei Xu, Hui Chen, Nigel G. Halford, RugenXu, Ting He, Bangwei Yang, Longhua Zhou, HuiminGuo, ChenghongLiu

“…These findings present new opportunities for enhancing salinity tolerance, not only in barley but in other cereals as well, including wheat and rice, by integrating this trait with other traditional mechanisms. …”
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YOLOX-SwinT algorithm improves the accuracy of AO/OTA classification of intertrochanteric fractures by orthopedic trauma surgeons by Xue-Si Liu, Rui Nie, Ao-Wen Duan, Li Yang, Xiang Li, Le-Tian Zhang, Guang-Kuo Guo, Qing-Shan Guo, Dong-Chu Zhao, Yang Li, He-Hua Zhang

“…Based on the actual clinical needs, after discussion, we integrated 8 subgroups into 5 new subgroups, and the dataset was divided into training, validation, and test sets by the ratio of 8:1:1. …”
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