Classification and Physical Characteristic Analysis of Fermi-GBM Gamma-Ray Bursts Based on Deep Learning by Jia-Ming Chen, Ke-Rui Zhu, Zhao-Yang Peng, Li Zhang

“…Compared to traditional classification methods (Amati and energy–hardness–duration methods), the new approach demonstrates significant advantages in classification accuracy and robustness without relying on redshift observations. …”
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An Insight on the Timely Diagnosis of Diabetic Retinopathy Using Traditional and AI-Driven Approaches by Malaika Asif, Fasih Ur Rehman, Zoya Rashid, Altaf Hussain, Alina Mirza, Waqar Shahid Qureshi

“…Studies were included if they applied machine learning or deep learning methods to retinal fundus or OCT images for DR classification. …”
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Adapting a global plant identification model to detect invasive alien plant species in high-resolution road side images by Vincent Espitalier, Jean-Christophe Lombardo, Hervé Goëau, Christophe Botella, Toke Thomas Høye, Mads Dyrmann, Pierre Bonnet, Alexis Joly

“…Object detection and segmentation methods require costly annotations, making them impractical for scaling to the thousands of invasive species worldwide. …”
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Automated yield prediction in vineyard using RGB images acquired by a UAV prototype platform by Giorgia Orlandi, Alessandro Matese, Alessandro Ulrici, Rosalba Calvini, Andrea Berton, Salvatore Filippo Di Gennaro

“…However, traditional monitoring methods, which rely on visual assessments or destructive sampling, face significant limitations, including subjectivity and lengthy processing times. …”
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Assessment of the impact of training tools on healthcare workers for PCV introduction in Maharashtra, India during the COVID-19 pandemic by Syed Quadri, Pravin Vedpathak, Puskarr Deshmukkh, Arup Deb Roy, Abida Sultana, Amanjot Kaur, Rashmi Mehra, Rhythm Hora, Shyam Kumar Singh, Seema Singh Koshal

“…This study aimed to evaluate the impact of training tools used to introduce PCV in Maharashtra, India by conducting vi training during the COVID restrictions. Methods: A mixed-methods approach was employed to assess the effectiveness of training tools and the perceptions of healthcare workers. …”
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Adaptive sequential estimator for InSAR time series phase estimation by Guanya Wang, Zhiwei Li, Han Gao, Jun Hu, Mi Jiang, Peng Ren, Jie Zhang

“…Experimental evaluation is conducted using 30 Radarsat-2 SAR images with VV polarization, including the quantitative and visual comparisons between the ASE method and existing methods. …”
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The vernacular cultural landscape in traditional villages: global hotspots, emerging trends, and a case study of China’s Qilu cultural district by Zhao Pan, Yile Chen, Yile Chen, Yuhao Huang, Liang Zheng, Liang Zheng

“…The direction and focus of this research provide methods and references for subsequent research.…”
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Maximum Likelihood Curved Surface Estimation of Multi-Baseline InSAR for DEM Generation in Mountainous Environments by Dehao Liang, Yugang Tian, Xinbo Liu, Haijing Ren, Huifan Liu

“…Additionally, hydrological analysis of the elevation results reveals that MLCSE, using the adaptive neighborhood size selection strategy, outperforms other methods in both visual inspection and quantitative comparisons. …”
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Classical and machine learning tools for identifying yellow-seeded Brassica napus by fusion of hyperspectral features by Fan Liu, Fang Wang, Zaiqi Zhang, Liang Cao, Jinran Wu, You-Gan Wang

“…Another method, using the RGB color system, is frequently employed but is sensitive to photographic conditions, including lighting and camera settings.MethodsWe present four data-driven models to identify yellow-seeded B. napus using hyperspectral features combined with simple yet intelligent techniques. …”
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Is Application of Uterine Fundus Pressure with a Sandbag Effective in Reduction of Cesarean Bleeding? A Prospective Case Control Study by Şehmus Pala, Remzi Atılgan, Nurdan Yurt, Hasan Burak Keser, Süleyman Cemil Oğlak, Mustafa Yılmaz

“…Background: Uterine compression methods reduce the amount of postpartum bleeding. …”
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The use of combined remote electronic monitoring and blood concentrations of antipsychotics for assessment of therapeutic adherence in patients with schizophrenia: results of a pro... by Petr Šilhán, Martin Hýža, Samuel Ambroš, Petr Dostálek, Jana Schwarzová, Tomáš Skřont, Denisa Perničková, Pavla Baarová, Martin Augustynek, Ivana Kacířová, Romana Uřinovská

“…Conclusions The combined method of evaluating adherence in schizophrenia patients confirmed the results determined by other methods. …”
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TopoRSNet: A Unique Approach to Maintaining Topological Features for Digital Rock Image Rescaling With Minimal Quality Degradation by Kunning Tang, Yufu Niu, Ying DaWang, Vanessa Robins, Peyman Mostaghimi, Mark Lindsay, Ryan T. Armstrong

“…Abstract The composition, microstructure, and physical behavior of rock at the core‐to‐pore scale are commonly visualized and characterized using 3D X‐ray microcomputed tomography (micro‐CT). …”
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DIFFERENTIATED APPROACH TO NON-BACTERIAL OSTEOMYELITIS TREATMENT IN CHILDREN: THE RETROSPECTIVE STUDY RESULTS by Mikhail M. Kostik, Olga L. Kopchak, Irina A. Chikova, Eugenia A. Isupova, Vera V. Masalova, Margarita F. Dubko, Ludmila S. Snegireva, Olga V. Kalashnikova, Alexandr Y. Mushkin, Vyacheslav G. Chasnyk

“…Clinical activity assessment was carried out by means of a visual analogue scale. Results. We analyzed treatment results of 52 children (68 therapy courses) with non-bacterial osteomyelitis. …”
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Experiences of treatment of age related macular degeneration with concomitant myopia by I. B. Alekseev, Ju. A. Nam

“…Material and methods. 60 patients (120 eyes) aged 44 to 79 with age-related changes in the retina treated with peptide bioregulator and/or multivitamin complex were tested for changes of visual functions. …”
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A Study on the Role of Omega Fatty Acids as an Adjuvant Therapy in Treatment of Amblyopia by Shipra Sharda

“…Conclusion: Omega fatty acids improve visual acuity in patients with amblyopia and maintain improved visual acuity but there is no additional benefit when compared to patching alone. …”
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СOMPARATIVE EFFICIENCY OF USE OF METHYLETHYLPYRIDINOL BY THE ENDONASAL ELECTROPHORESIS AND PARABULBAR INJECTIONS AT THE CHORIORETINAL DYSTROPHY by A. M. Razumovskaya, M. I. Razumovskiy, Y. A. Korovyanskiy

“…The ophthalmologic examination included: evaluation of visual acuity, a field of vision, a visual fatigue, a condition of bulbar microcirculation (the general conjunctiva index). …”
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The impact of sensory modalities and background information on the emotional resonance of Li Bai’s classical poetry by Yannan Zhang, Xiao Wang

“…The experiment includes five conditions: three focus on sensory modalities (visual, auditory, and visual-auditory), while the remaining two examine the combined effects of background information (background music and background images) in conjunction with sensory modalities.ResultsThe results indicate that: The visual modality and the visual-auditory modality yield higher emotional resonance ratings compared to the auditory modality. …”
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Prevalence and Pattern of Corneal Morbidity Based on a New Nomogram and Graticule by Richa Bhardwaj, KP Chaudhary, RL Sharma, Vinay Gupta

“…The visual status of the patients was assessed using the WHO definition for visual impairment. …”
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Photojournalist Framing in the Ecological Crisis: The DANA Flood Coverage by Carolina Fernández-Castrillo, Celia Ramos

“…This research focuses on current photojournalism practices in the media representation of the climate crisis, exploring how images published by Spain’s leading digital newspapers contribute to shaping public perception of the phenomenon. Through a mixed-methods approach, this study examines eco-visual reporting in 2023—a year characterized by unprecedented global temperatures—alongside an examination of the initial month of coverage of the 2024 DANA floods. …”
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Choroidal melanoma in a 49-year-old female by Maria Joanna Rodriguez-Chan, MD, Ildefonso M. Chan, MD, Enrique D. Domingo, MD, Gary John V. Mercado, MD, Juancho FC Remulla, MD

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