Frequency Spectrum Adaptor for Remote Sensing Image–Text Retrieval by Ziyi Wan, Enyuan Zhao, Jie Nie, Ze Zhang, Zhiqiang Wei, Nan Zheng, Yuting Zhao

“…Consequently, these methods exhibit limitations in handling specific receptive fields or preserving the structural information within RS images, leading to inaccurate retrieval matches. …”
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Fuzzy logic-based IoT system for optimizing irrigation with cloud computing: Enhancing water sustainability in smart agriculture by Abdennabi Morchid, Zafar Said, Almoataz Y. Abdelaziz, Pierluigi Siano, Hassan Qjidaa

“…Traditional irrigation methods are often inefficient, waste water and expose crops to water stress. …”
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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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Enhancing Tip Detection by Pre-Training with Synthetic Data for Ultrasound-Guided Intervention by Ruixin Wang, Jinghang Wang, Wei Zhao, Xiaohui Liu, Guoping Tan, Jun Liu, Zhiyuan Wang

“…State-of-the-art detectors also show performance gains of 1.14–1.76% when applying the proposed method. <b>Conclusions:</b> The experimental results demonstrate that our method enhances the generalization of tip detectors without relying on expert annotations or large amounts of real data, offering significant potential for more accurate visual guidance during US-guided interventions and broader clinical applications.…”
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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

“…PPI in the co-design processes shaped the development of the resources in multiple ways, such as strengthening the prominence given to listening to those in labour and their birth partners, ensuring inclusivity of visuals and language, and developing communication principles informing all resources. …”
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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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SAM-CTMapper: Utilizing segment anything model and scale-aware mixed CNN-Transformer facilitates coastal wetland hyperspectral image classification by Jiaqi Zou, Wei He, Haifeng Wang, Hongyan Zhang

“…Experimental results on two PRISMA-HW datasets and two publicly available hyperspectral wetland datasets demonstrate the effectiveness of CTMapper method in terms of both accuracy metrics and visual quality. …”
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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

“…We develop an adaptive collaboration optimization module that applies human visual attention mechanisms to enhance the feature representation of building types and boundaries simultaneously. …”
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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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Scalable Nuclei Detection in HER2-SISH Whole Slide Images via Fine-Tuned Stardist with Expert-Annotated Regions of Interest by Zaka Ur Rehman, Mohammad Faizal Ahmad Fauzi, Wan Siti Halimatul Munirah Wan Ahmad, Fazly Salleh Abas, Phaik-Leng Cheah, Seow-Fan Chiew, Lai-Meng Looi

“…Quantitatively, the proposed method attained an average F1-score of 98.1% for visual assessments and 97.4% for expert-marked nuclei, outperforming baseline methods across all metrics. …”
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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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Exploring the influence of path environment factors on walking behavior in urban parks with configuration attribute control. by Wei Dong, Qi Kang, Gangkui Wang, Ruiqian Hou, Ping Liu

“…The existing evidence regarding the influence of visual and physical environmental features of park pathways on walking behavior is limited and contentious, partly due to the lack of control over pathway configurational attributes and walking behavior measurement methods. …”
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A framework for automatically generating composite keywords for geo-tagged street images

“…Due to the ubiquity of sensor-equipped cameras such as smartphones, images are associated with spatial metadata, including camera's geographical location and viewing orientation, which can be used for automatically generating better semantic keywords about geo-tagged urban street images in addition to visual keywords extracted from image analysis. This study introduces a novel framework for auto-tagging images that integrates both spatial and visual properties to generate comprehensive and accurate tags. …”
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Immersive technologies as a component of the formation of professional competencies of students in the program "Industrial and Fire safety" by E. R. Abdulina

“…Since visual-figurative components of thinking play an extremely important role in human life, their use in teaching turns out to be extremely effective. …”
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Micro-computed tomography with contrast enhancement: An excellent technique for soft tissue examination in humans. by Jehoon O, Hyun-Jin Kwon, Tae-Hyeon Cho, Seung Hoon Woo, Yun-Hee Rhee, Hun-Mu Yang, Hun-Mu Yang

“…Micro-computed tomography (microCT) enables a three-dimensional volume-rendered observation of the sample without destruction and deformation, but it can only visualize hard tissues in general. Therefore, contrast-enhancing agents are needed to help in visualizing soft tissue. …”
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Correlation of central corneal thickness and Goldmann applanation tonometry among Filipinos by Ma. Margarita L. Lat-Luna MD, Paul I. Guerrero, MD, John Vincent Policarpio D. Flores, MD, MS Epi

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Polar Value Analysis of Corneal Astigmatism in Intrastromal Corneal Ring Segment Implantation by Chang Rae Rho, Min-Ji Kim, Choun-Ki Joo

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