Artificial intelligence tool development: what clinicians need to know? by Boon-How Chew, Kee Yuan Ngiam

“…The development of AI tools in healthcare involves a series of cyclical processes: (1) identifying clinical problems suitable for AI solutions, (2) forming project teams or collaborating with experts, (3) organising and curating relevant data, (4) establishing robust physical and virtual infrastructure, and computer systems’ architecture that support subsequent stages, (5) exploring AI neural networks on open access platforms before making a new decision, (6) validating AI/ML models, (7) registration, (8) clinical deployment and continuous performance monitoring and (9) improving the AI ecosystem ensures its adaptability to evolving clinical needs. A sound understanding of this would help clinicians appreciate the development of AI tools and engage in codesigning, evaluating and monitoring the tools. …”
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Unmet needs in abnormal uterine bleeding due to ovulatory dysfunction by Tommaso Simoncini, Hisham Arab, Nataliia Pedachenko, Qinjie Tian, Fernando Pineda, Balamba Puranam, Rubina Sohail, Maria Celeste Osorio Wender

“…The panel discussed how the complexity and variety of patient groups made the development of one single disease management algorithm unlikely; however, a simplified, decision-point hierarchy could potentially help direct therapeutic choices. …”
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Analytics-Enabled Adaptive Business Architecture Modeling by Shreya Srinivas, Asif Qumer Gill, Terry Roach

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The need for acute assessments in home healthcare - Swedish registered nurses’ experiences by Jessica Westerholm, Lena-Karin Gustafsson, Mirkka Söderman

“…Purpose The study aims to describe Swedish RNs’ experiences of acute assessments at home. More patients with complex nursing needs are cared for at home due to an ageing population. …”
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Systematic Literature Review: The Evolution of Adaptive Governance and Practice in the Context of the Environmental Crisis by Herizal Herizal, Saddam Rassanjani, Afrijal Afrijal, Muhkrijal Muhkrijal, Marno Wance

“…Adaptive governance emerges as a response to the need for holistic solutions to overcome uncertainty within the framework of complex socio-ecological systems. …”
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SOURCES OF FINANCING INDUSTRIAL COMPLEX ENTERPRISES by Anzhela Zakhitovna Namitulina, Mikhail Nikolaevich Prokofiev, Nikolay Viktorovich Vorovsky

“…In today's economic environment has the need to address financial security of the defense-industrial complex, to attract new sources of funding, development of bank lending in the defense sector and the participation of banks in the financing of projects of the enterprises of the military-industrial complex. …”
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Enhancing school performance through whole school intervention: a case study by Dhundi Raj Giri, Bharat Prasad Neupane, Niroj Dahal, Dhanapati Subedi

“…This study, grounded in the theory of complex adaptive systems, investigates the implementation of the WSI approach in a private school in Nepal to assess its impact on school improvement. …”
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Global Strategies for Climate Adaptation in Coastal Cities by Mayasa M. Abdulrahman, Yitong Niu

“…These data provide policymakers and stakeholders with actionable insights, underscoring the need for active adaptation to protect coastal communities from the growing threat of climate change. …”
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An Adapted Ant Colony Optimization for Feature Selection by Duygu Yilmaz Eroglu, Umut Akcan

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Adaptive-Robust Controller for Smart Exoskeleton Robot by Brahim Brahmi, Hicham Dahani, Soraya Bououden, Raouf Fareh, Mohamed Habibur Rahman

“…Rehabilitation robotics has seen growing popularity in recent years due to its immense potential for improving the lives of people with disabilities. However, the complex, uncertain dynamics of these systems present significant control challenges, requiring advanced techniques. …”
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Research on Pressurizer Pressure Control Based on Adaptive Prediction Algorithm by Hong Qian, Yuan Yuan, Yu Wang, Gaofeng Jiang, Ting Yang

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Adaptive Pastoral Leadership in a Multicultural Church by Marti R. Jewell, Dan R. Ebener

“…Effective leaders in these communities exhibited the skills of adaptive leadership, learning to put aside biases and assumptions, in a synodal style of ministry in which they listen deeply, and respond to, the needs of their faith community while using intercultural competencies. …”
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Development of Adaptive Testing Method Based on Neurotechnologies by E. V. Chumakova, D. G. Korneev, M. S. Gasparian

“…The aim of the study is to create neural network models of modules in an adaptive testing system to design an individual testing trajectory.The research article discusses the implementation of an adaptive testing system in terms of introducing artificial neural network modules into its composition, which should solve the problem of choosing a topic and the complexity of the next question, taking into account previous answers and the complexity of previously asked questions, as well as the connectivity of topics and response time as a factor guessing or searching for an answer, thereby forming an individual testing trajectory.Materials and methods. …”
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Support needs and preferences for people with multiple sclerosis: a rapid review protocol by Jacinta Douglas, Rebecca Rothman, Lee Cubis, Sharyn McDonald, Winkler Di, Fiona Carey, Jessica Arnold, Kimberly Skewes

“…Introduction People with multiple sclerosis (MS) live with a progressive condition that can result in complex disability support needs. Consequently, they may require specialised care and assistive technology to maintain independence at home. …”
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Adaptive data governance for research data management by Madison Golden

“…As a research data librarian, I face these issues on a daily basis and have adopted an adaptive approach that combines multiple styles to balance the individual needs of researchers while complying with policies and best practices. …”
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Forecasting Asparaginase Need and Cost for Childhood Cancer Using ACCESS FORxECAST by Terence M. Hughes, Nitin Shrivastava, Lewis B. Silverman, A. Lindsay Frazier, Sumit Gupta, Avram Denburg

“…Short shelf lives, intermittent availability, and concern for substandard formulations in LMICs have created a need for proactive ASN demand estimates.METHODSWe adapted FORxECAST, a pediatric cancer drug forecasting model, to focus on ASN for pediatric ALL. …”
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Innovative Strategies for Addressing Diverse Learning Needs in Ghanaian English Language Classrooms by Shine Lillian Gifty Agbevivi

“…The complexity of contemporary classrooms in Ghana necessitates innovative strategies to address diverse learning needs effectively. …”
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Technology Advancements and the Needs of Farmers: Mapping Gaps and Opportunities in Row Crop Farming by Rana Umair Hameed, Conor Meade, Gerard Lacey

“…These mappings generate insights that underscore the need for lightweight and modular robot technologies that can be adapted to diverse farming practices, as well as the need for farmers’ education and simpler interfaces to robotic operations and data analysis that are actionable for farmers. …”
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Tomato ripeness detection and fruit segmentation based on instance segmentation by Jinfan Wei, Yu Sun, Yu Sun, Lan Luo, Lingyun Ni, Mengchao Chen, Minghui You, Minghui You, Ye Mu, Ye Mu, He Gong, He Gong

“…In order to meet the urgent need of fruit contour information for robot precision picking in complex field environments (such as light changes, occlusion and fruit overlap, etc.), this paper proposes an improved YOLOv8s-seg method for tomato instance segmentation, named ACP-Tomato-Seg. …”
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Medical Transport of Children with Complex Chronic Conditions by Carlos F. Lerner, Robert B. Kelly, Leslie J. Hamilton, Thomas S. Klitzner

“…One of the most notable trends in child health has been the increase in the number of children with special health care needs, including those with complex chronic conditions. …”
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