Early monitoring of drought stress in safflower (Carthamus tinctorius L.) using hyperspectral imaging: A comparison of machine learning tools and feature selection approaches by Fatemeh Salek, Seyed Ahmad Mireei, Abbas Hemmat, Mehrnoosh Jafari, Mohammad R. Sabzalian, Majid Nazeri, Wouter Saeys

“…This study utilized hyperspectral imaging at the leaf level to visualize drought stress in safflower plants (Carthamus tinctorius L.). …”
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Integrating patient and public involvement into co-design of healthcare improvement: a case study in maternity care by Bothaina Attal, Joann Leeding, Jan W. van der Scheer, Zenab Barry, Emma Crookes, Sandra Igwe, Nicky Lyons, Susanna Stanford, Mary Dixon-Woods, Lisa Hinton

“…Abstract Background Despite recognition of the importance of patient and public involvement (PPI) in healthcare improvement, compelling examples of “what good looks like” for PPI in co-design of improvement efforts, how it might be done, and formalisation of methods and reporting are lacking. In this article, we sought to address these gaps through a case study to illustrate a principled approach to integrating PPI into the co-design of healthcare improvement. …”
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GCT-GF: A generative CNN-transformer for multi-modal multi-temporal gap-filling of surface water probability by Yanjiao Song, Linyi Li, Yun Chen, Junjie Li, Zhe Wang, Zhen Zhang, Xi Wang, Wen Zhang, Lingkui Meng

“…The results show that the GCT-GF surpasses the state-of-the-art relevant methods in quantitative metrics and visual perception. …”
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Machine Learning in Maritime Safety for Autonomous Shipping: A Bibliometric Review and Future Trends by Jie Xue, Peijie Yang, Qianbing Li, Yuanming Song, P. H. A. J. M. van Gelder, Eleonora Papadimitriou, Hao Hu

“…Through the review, we found that maritime safety machine learning methods are evolving toward a systematic and comprehensive direction, and the integration with AI and human interaction may be the next bellwether. …”
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Mapping serotonergic dynamics using drug-modulated molecular connectivity in rats by Tudor M Ionescu, Mario Amend, Rakibul Hafiz, Andreas Maurer, Bharat Biswal, Hans F Wehrl, Kristina Herfert

“…This innovative technique bridges the gap between functional magnetic resonance imaging (fMRI), known for its ability to monitor brain activity by tracking blood flow, and positron emission tomography (PET), which visualizes specific molecular changes. By integrating these methods, we can better understand how drugs influence brain function. …”
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Building Type Classification Using CNN-Transformer Cross-Encoder Adaptive Learning From Very High Resolution Satellite Images by Shaofeng Zhang, Mengmeng Li, Wufan Zhao, Xiaoqin Wang, Qunyong Wu

“…Building type information indicates the functional properties of buildings and plays a crucial role in smart city development and urban socioeconomic activities. Existing methods for classifying building types often face challenges in accurately distinguishing buildings between types while maintaining well-delineated boundaries, especially in complex urban environments. …”
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Applicability of Technological Tools for Digital Agriculture with a Focus on Estimating the Nutritional Status of Plants by Bianca Cavalcante da Silva, Renato de Mello Prado, Cid Naudi Silva Campos, Fábio Henrique Rojo Baio, Larissa Pereira Ribeiro Teodoro, Paulo Eduardo Teodoro, Dthenifer Cordeiro Santana

“…These studies are crucial to confirm the accuracy of these methods and to strengthen the development of digital and precision agriculture.…”
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Energy cataract surgery in the St. Petersburg branch of the S. Fyodorov Eye Microsurgery State Institution: analysis of 27-year experience by E.V. Boiko, M.N. Nemsitsveridze, S.V. Shukhaev, E.A. Simak

“…Based on a comparative analysis of the results of using various laser methods of cataract treatment in the process of developing energy surgery in the St. …”
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Value of 18F-fluorodeoxyglucose positron emission tomography combined with computed tomography in staging of patients with differentiated thyroid cancer after thyroidectomy during... by T. M. Geliashvili, A. V. Vazhenin, T. P. Berezovskaya, E. B. Vasilieva, N. G. Afanasieva, V. V. Krylov, P. I. Garbuzov

“…Fifteen percent of patients had metastatic foci visualized only on 131I-WBS, including 4 (10 %) cases of distant metastases. …”
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Learning Transversus Abdominis Activation in Older Adults with Chronic Low Back Pain Using an Ultrasound-Based Wearable: A Randomized Controlled Pilot Study by Luis Perotti, Oskar Stamm, Hannah Strohm, Jürgen Jenne, Marc Fournelle, Nils Lahmann, Ursula Müller-Werdan

“…This randomized controlled pilot study aimed to compare the effectiveness of these two biofeedback techniques in older adults with CLBP. <b>Methods</b>: A total of 24 participants aged 65 years or older with CLBP were randomly assigned to one of two groups: one group performed self-palpation biofeedback, while the other group used real-time ultrasound imaging to visualize abdominal muscle activation. …”
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Stability Analysis and Multi-Trait Selection of Flowering Phenology Parameters in Olive Cultivars Under Multi-Environment Trials by Jinhua Li, Dongxu Jia, Zhenyuan Zhou, Jincheng Du, Qiangang Xiao, Mingrong Cao

“…In the analyses, the best linear unbiased prediction (BLUP) to predict genetic value and genotype + genotype by environment interaction (GGE) biplot methods to visualize and assess stability and performance were employed across four environments. …”
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Progress in digital and intelligent technologies for complex giant systems in green coal development by Guofa WANG, Jianzhong ZHANG, Zaibin LIU, Yihui PANG, Tong WANG, Cong SANG

“…Digitized all elements of coal mines, and completed the precise real-time collection, networked transmission, standardized integration, visual display, automated operation, and intelligent service of all information in coal mines as a digital intelligent agent. …”
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Cautiously optimistic: paediatric critical care nurses’ perspectives on data-driven algorithms in low-resource settings—a human-centred design study in Malawi by Margot Rakers, Daniel Mwale, Lieke de Mare, Lezzie Chirambo, Bart Bierling, Alice Likumbo, Josephine Langton, IMPALA Study team, Niels Chavannes, Hendrikus van Os, Job Calis, Kiran Dellimore, María Villalobos-Quesada

“…Triangulating these methods, we identified what algorithm could assist nurses and used co-creation methods to design a user interface prototype. …”
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Rapid detection of SARS-CoV-2 RNA using a one-step fast multiplex RT-PCR coupled to lateral flow immunoassay by Insaf Bel Hadj Ali, Hejer Souguir, Mouna Melliti, Mohamed Vall Taleb Mohamed, Monia Ardhaoui, Kaouther Ayouni, Sondes Haddad-Boubaker, Yusr Saadi Ben Aoun, Henda Triki, Ikram Guizani

“…Methods We developed various simplex fast-PCRs for screening sets of primer pairs newly designed or selected from literature or from validated WHO diagnostics, targeting S, N, E, RdRp or ORF1ab genes. …”
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Pointwise Structure–Function Analysis of the Ellipsoid Zone in Retinitis Pigmentosa Using an Artificial Intelligence-Assisted OCT and Microperimetry Overlay by Jesse A. Most, BA, An D. Le, MS, PhD, Melanie D. Tran, BS, Evan H. Walker, MS, Aneesh Swamy, Dirk-Uwe G. Bartsch, PhD, William R. Freeman, MD, Truong Nguyen, PhD, Cheolhong An, PhD, Shyamanga Borooah, MBBS, PhD

“…Subjects: Patients with clinically confirmed RP. Methods: Same-day spectral-domain OCT (SD-OCT) and microperimetry near-infrared images were overlaid in patients with confirmed RP. …”
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Prevention of extubation failure in neurocritical care patients with residual disorder of consciousness: the Brain-Injured Patients Extubation Readiness (BIPER) study protocol for... by Emmanuel Futier, Bruno Pereira, Russell Chabanne, Elodie Caumon, Dominique Morand, Audrey De Jong, Jean-Michel Constantin, Matthieu Jabaudon, Thomas Godet, Benjamin Andanson, Pierre Borrel, Leo Astier, Nathalie Bourguignon, Lise Laclautre

“…The intervention condition consists of extubation triggered by a clinical score evaluating deglutition, gag reflex, cough and visual tracking (Coma Recovery Scale-Revised Visual Scale).Objective: To determine whether adoption of an extubation protocol based on a clinical score can lessen extubation failure compared with usual care in brain-injured patients with residual disorder of consciousness.Outcome: The primary outcome measure is extubation failure, defined within 5 days following extubation. …”
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Formation of a comprehensive rehabilitation program for patients considering the clinical and diagnostic features of the course of vertebral thoracic pain due to degenerative-dystr... by Ye. I. Maramukha

“…Gubenko), and original kinesiotherapy methods tailored to vertebrodynamics indicators. The outpatient rehabilitation cycle lasted 14 days. …”
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Consideration of Cybersecurity Risks in the Benefit-Risk Analysis of Medical Devices: Scoping Review by Oscar Freyer, Fatemeh Jahed, Max Ostermann, Christian Rosenzweig, Pascal Werner, Stephen Gilbert

“…While cybersecurity risks were acknowledged in most documents, detailed methods for their integration into the BRA were lacking. …”
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Support of individual educational trajectories based on the concept of explainable artificial intelligence by I. G. Zakharova, M. S. Vorobeva, Yu. V. Boganyuk

“…The methods of intellectual analysis of texts in natural language were employed for preliminary processing of source documents. …”
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Peculiarities of the pedagogical situation at the training of bachelors on the direction 08.03.01 «Construction» on the example of discipline of specialization by Nelli I. Taraseeva

“…Basic materials were the order of the Ministry of Education and Science of Russia from 12.03.2015 N 201 “On approval of the federal state educational standard of higher education in preparing 08.03.01 construction (Bachelor level)” (Registered with the Ministry of Justice of Russia 07.04.2015 N 36767); core curriculum educational programs for Bachelors in 08.03.01 “Construction”, as well as educational and methodical complex of discipline that was developed by the leading lecturer in accordance with the legal requirements.Results: The presented model of the logical structure of the training course of the discipline “Fundamentals of the design of transport structures” makes it possible to visualize in the graph system the totality of interaction between the didactic units of the discipline under study with other disciplines of the basic educational program, their interrelation and hierarchy. …”
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