Advancing Next Generation Wireless Networks With Digital Twin: Construction, Validation, and Real-World Applications on an Indoor Over-the-Air Testbed by Berk Akgun, Aditya Jolly, Balwinder Sachdev, Divya Ravichandran, Roohollah Amiri, Vikas Jain, Muruganandam Jayabalan, Yitao Chen, Hetal Pathak, Vinay Chande, Mohammad Fahim, Srinivas Yerramalli, Rupesh Acharya, Chandresh Tiwari, Connor Woodahl, Arumugam Kannan, Xiaoxia Zhang, Deepu Alex, Abhishek Kumar, Hai Hong, John Boyd, Rajat Prakash, Suresh Babu Mummana, Sumanth Govindappa, James Y. Wilson, Jalaj Swami, Vivian Pham, Andrei Vadeanu, Gilad Govrin

“…Prior studies on DT within the context of next generation wireless technologies have primarily focused on identifying potential use cases, application scenarios, standardization challenges, and conceptual implementation steps. However, the existing research is limited in translating theoretical ideas into real-world applications. …”
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Evaluation of Knowledge Management Maturity Level in Iranian Audiovisual Archives Based on the APQC Model by Sepideh Ciruskabiri, Atefeh Sharif, Saeed Rezaei Sharifabadi, Mohammad Hassanzadeh

“…Moreover, investment in modernizing technological infrastructures and integrating innovative tools—such as artificial intelligence and machine learning algorithms—can markedly enhance the processes of data collection, storage, and retrieval. …”
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Lightweight Tea Shoot Picking Point Recognition Model Based on Improved DeepLabV3+ by HU Chengxi, TAN Lixin, WANG Wenyin, SONG Min

“…The specific implementation steps entailed the feeding of image inputs through the improved network, whereupon MobilenetV2 was utilized to extract both shallow and deep features. …”
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Analizar los rasgos definitorios de un currículo de formación de profesionales de la salud basados en interculturalidad de una facultad de medicina: analizado desde la fenomenograf... by Claudia Pérez Acuña, José Luis Medina

“…Data analysis was carried out using the 7 steps for phenomenographic analysis described by Dahlgren and Fallsberg. …”
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Transformation rate maps of dissolved organic carbon in the contiguous US by L. Li, H.-Y. Li, G. Abeshu, J. Tang, L. R. Leung, C. Liao, Z. Tan, H. Tian, P. Thornton, X. Yang

“…Both maps are developed following the same five major steps: (1) selecting independent catchments where observed riverine DOC data are available with reasonable quality; (2) estimating catchment-average SOC for the independent catchments; (3) estimating the <span class="inline-formula"><i>P</i>_r</span> values for these catchments based on the generic formula and catchment-average SOC; (4) developing a predictive model of <span class="inline-formula"><i>P</i>_r</span> with machine learning (ML) techniques and catchment-scale climate, hydrology, geology, and other attributes; and (5) deriving a national map of <span class="inline-formula"><i>P</i>_r</span> based on the ML model. …”
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Amplifying children’s leadership roles and voice in decision-making through co-production in outside of school hours care: qualitative findings from the connect promote and protect... by Alyssa C. Milton, Alyssa C. Milton, Alyssa C. Milton, Kristin Ballesteros, Helen Hernandez, Yenni Hwang, Nick Glozier, Nick Glozier, Tom McClean, Haley M. LaMonica, Haley M. LaMonica, Karen Thorpe, Karen Thorpe, Ian B. Hickie, Ian B. Hickie

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Development and retrospective validation of an artificial intelligence system for diagnostic assessment of prostate biopsies: study protocol by Martin Eklund, Brett Delahunt, Lars Egevad, Hemamali Samaratunga, Mattias Rantalainen, Marcello Gambacorta, Einar Gudlaugsson, Bodil Ginnerup Pedersen, Xiaoyi Ji, Karina Dalsgaard Sørensen, Kelvin Szolnoky, Nita Mulliqi, Anders Blilie, Henrik Olsson, Matteo Titus, Geraldine Martinez Gonzalez, Sol Erika Boman, Masi Valkonen, Svein Reidar Kjosavik, José Asenjo, Paolo Libretti, Marcin Braun, Radzislaw Kordek, Roman Łowicki, Kristina Hotakainen, Päivi Väre, Benedicte Parm Ulhøi, Pekka Ruusuvuori, Toyonori Tsuzuki, Emilius Adrianus Maria Janssen, Kimmo Kartasalo

“…This protocol outlines the steps for data collection, predefined partitioning of data cohorts for AI model training and validation, model development and predetermined statistical analyses, ensuring systematic development and comprehensive validation of the system. …”
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Is it Time to Recognize Political Anxiety as a Social Determinant of Health? by Brandon Ambrosino

“…Simply suggesting the patient be mindful about their political content could be a good first step.     People experience anxiety for a variety of reasons. …”
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Is it Time to Recognize Political Anxiety as a Social Determinant of Health? by Brandon Ambrosino

“…Simply suggesting the patient be mindful about their political content could be a good first step.     People experience anxiety for a variety of reasons. …”
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Implementation of the patient safety incident guideline in district health services, Western Cape by Robert J. Mash, Kaashiefah Adamson, Abdul Isaacs, Gavin Hendricks, Jani Fouche, Jennie Morgan, Klaus von Pressentin, Lawson Eksteen, Leigh Wagner, Liezel Rossouw, Luke Profitt, Marshall Lockett, Milton Groenewald, Mumtaz Abbas, Paddy Gloster, Paul Kapp, Stefanie Perold, Tracey-Leigh Abrahams, Werner Viljoen

“…Staff were prompted to follow the steps by structured forms and the digital system. …”
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ANALISIS IDENTIFIKASI MASALAH UTAMA KOPERASI DI KABUPATEN BANYUASIN DALAM MEWUJUDKAN KESEJAHTERAAN ANGGOTA by Nurul Mubarok, Sinta Ardhillatul Jannah, Septi Laksanawati

“…And the steps to improve the welfare of cooperative members are the development of new businesses, holding training and development, and training in the preparation of RAB and financial reports for administrators   Abstrak Kabupaten Banyuasin khususnya kecamatan Air Kumbang memiliki Koperasi di setiap desa akan tetapi, koperasi yang telah ada menghadapi berbagai permasalahan. …”
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HyperCell: A Bio-inspired Design Framework for Real-time Interactive Architectures by Jia-Rey Chang

“…“Computation”, is any type of calculation that includes both arithmetical and nonarithmetical steps and follows a well-defined model understood and described as, for example, an algorithm. …”
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Using a “Kickoff” to build implementation partner teams and action plans for active implementation of a quality improvement project by Sean A. Baird, Sean A. Baird, Teresa M. Damush, Teresa M. Damush, Teresa M. Damush, Teresa M. Damush, Nicholas A. Rattray, Nicholas A. Rattray, Nicholas A. Rattray, Nicholas A. Rattray, Lauren S. Penney, Lauren S. Penney, Lauren S. Penney, Edward J. Miech, Edward J. Miech, Edward J. Miech, Edward J. Miech, Barbara J. Homoya, Jared Ferguson, Laura J. Myers, Laura J. Myers, Laura J. Myers, Laura J. Myers, Dawn M. Bravata, Dawn M. Bravata, Dawn M. Bravata, Dawn M. Bravata, Dawn M. Bravata

“…The objectives of this manuscript are: (1) to present the frameworks that guided the development of the Protocol-guided Rapid Evaluation of Veterans Experiencing New Transient neurological symptoms (PREVENT) kickoff strategy, (2) describe design elements of the kickoff and how they contribute to achieving PREVENT kickoff aims; forming teams, developing an action plan, and launching active implementation (3) examine the perceived usefulness of those kickoff design elements toward achieving kickoff aims.MethodsPREVENT was a stepped-wedge trial to improve the quality of Transient Ischemic Attack (TIA) care at six Veterans Affairs (VA) medical centers. …”
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AI-powered literature search: some observations and concerns by Farooq Azam Rathore, Fareeha Farooq

“…Due to the black box nature of many AI systems especially deep learning models, it is unclear how these systems extract information from sources that are not readily available. …”
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Building an international precision medicine platform trial for the acute respiratory distress syndrome (ARDS): an expert consensus project report by Kiran Reddy, Neil Aggarwal, Narges Alipanah-Lechner, Djillali Annane, David B Antcliffe, Daphne Babalis, J Kenneth Baillie, Abigail Beane, Lieuwe DJ Bos, Aidan Burrell, Carolyn S Calfee, Kiki Cano-Gamez, Victoria R Cornelius, Mary Cross, Emma Davenport, Lorenzo del Sorbo, Laura Esserman, Eddy Fan, Vito Fanelli, Niall D Ferguson, D Clark Files, Christoph Fisser, Shigeki Fujitani, Ewan C Goligher, Anthony C Gordon, Giacomo Grasselli, Fergus Hamilton, Rashan Haniffa, Andrea Haren, Daniel JR Harvey, Leanne M Hays, Anna Heath, Nicholas Heming, Susanne Herold, Tim Hicks, Nao Ichihara, Vinod Jaiswal, Jun Kataoka, Julian C Knight, Patrick R Lawler, Kathleen Liu, John C Marshall, David M Maslove, Michael A Matthay, Daniel F McAuley, Nuala J Meyer, Jonathan A Millar, Holger Müller-Redetzky, Alistair Nichol, John Norrie, Marlies Ostermann, Andrew Owen, Cecilia M O’Kane, Dhruv Parekh, Rachel Phillips, Duncan Richards, Bram Rochwerg, Anthony J Rostron, Hiroki Saito, Romit J Samanta, Vittorio Scaravilli, Wesley Self, Manu Shankar-Hari, A John Simpson, Pratik Sinha, Marry R Smit, Jonathan Stewart, B Taylor Thompson, István Vadász, Ed Waddingham, Steve Webb, Graham Wheeler, D Martin Witzenrath, Mark M Wurfel, Thomas R Martin

“…In patients with the acute respiratory distress syndrome, a critical illness syndrome involving severe lung inflammation, latent class analysis and other clustering approaches have led to the discovery of subgroups (phenotypes) that appear to respond differently to treatment based on retrospective analyses of published clinical trials and observational cohorts. The next step is to test these phenotypes in a prospective trial. …”
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The implementation of Safety Management Systems in healthcare: a systematic review and international comparison by Zhivko Zhelev, Sian de Bell, Alison Bethel, Maria Clarke, Rob Anderson, Jo Thompson Coon

“…We then carried out a cross-national comparison of the SMS or safety approach in health care as the final step of the analysis. Results Fifty-three publications were included, from Australia (5), Canada (7), Ireland (8), New Zealand (9) and the Netherlands (24). …”
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Foundation models and intelligent decision-making: Progress, challenges, and perspectives by Jincai Huang, Yongjun Xu, Qi Wang, Qi (Cheems) Wang, Xingxing Liang, Fei Wang, Zhao Zhang, Wei Wei, Boxuan Zhang, Libo Huang, Jingru Chang, Liantao Ma, Ting Ma, Yuxuan Liang, Jie Zhang, Jian Guo, Xuhui Jiang, Xinxin Fan, Zhulin An, Tingting Li, Xuefei Li, Zezhi Shao, Tangwen Qian, Tao Sun, Boyu Diao, Chuanguang Yang, Chenqing Yu, Yiqing Wu, Mengxian Li, Haifeng Zhang, Yongcheng Zeng, Zhicheng Zhang, Zhengqiu Zhu, Yiqin Lv, Aming Li, Xu Chen, Bo An, Wei Xiao, Chenguang Bai, Yuxing Mao, Zhigang Yin, Sheng Gui, Wentao Su, Yinghao Zhu, Junyi Gao, Xinyu He, Yizhou Li, Guangyin Jin, Xiang Ao, Xuehao Zhai, Haoran Tan, Lijun Yun, Hongquan Shi, Jun Li, Changjun Fan, Kuihua Huang, Ewen Harrison, Victor C.M. Leung, Sihang Qiu, Yanjie Dong, Xiaolong Zheng, Gang Wang, Yu Zheng, Yuanzhuo Wang, Jiafeng Guo, Lizhe Wang, Xueqi Cheng, Yaonan Wang, Shanlin Yang, Mengyin Fu, Aiguo Fei

“…Modern IDM paradigms integrate advanced frameworks to enable intelligent agents to make effective and adaptive choices and decompose complex tasks into manageable steps, such as AI agents and high-level reinforcement learning. …”
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Hybrid closed-loop systems for managing blood glucose levels in type 1 diabetes: a systematic review and economic modelling by Asra Asgharzadeh, Mubarak Patel, Martin Connock, Sara Damery, Iman Ghosh, Mary Jordan, Karoline Freeman, Anna Brown, Rachel Court, Sharin Baldwin, Fatai Ogunlayi, Chris Stinton, Ewen Cummins, Lena Al-Khudairy

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Balancing Innovation and Ethics by Anisa Patel

“…From DNA testing kits, individuals can learn whether a genetic condition runs in their family before symptoms appear. …”
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Balancing Innovation and Ethics by Anisa Patel

“…From DNA testing kits, individuals can learn whether a genetic condition runs in their family before symptoms appear. …”
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