Implementation of flow cytometry technique for evaluation of neutrophil phagocytic activity in clinical laboratory practice by I. G. Shushkova, A. A. Panina, L. V. Nikulina, V. N. Pavlovskaya, I. S. Oleinikova

“…Thus, the FC-based method of determining phagocytic activity of neutrophils using FC approach is preferable when used in routine laboratory practice as compared with the method of simple visual assessment of baker’s yeast phagocytosis.…”
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High-Fidelity Synthetic Data Generation Framework for Unique Objects Detection by Nataliya Shakhovska, Bohdan Sydor, Solomiia Liaskovska, Olga Duran, Yevgen Martyn, Volodymyr Vira

“…This research explores methods for generating realistic synthetic images that preserve the visual properties of target objects, ensuring their similarity to real-world appearance. …”
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High resolution multi-delay arterial spin labeling with self-supervised deep learning denoising for pediatric choroid plexus perfusion MRI by Qinyang Shou, Chenyang Zhao, Xingfeng Shao, Megan M Herting, Danny JJ Wang

“…The performance of the model was evaluated by the SNR, bias and repeatability of the fitted perfusion parameters of the CP and gray matter. The proposed method was compared to several benchmark methods including KWIA, joint denoising and reconstruction with total generalized variation (TGV) regularization, as well as another self-supervised method termed Noise2Void. …”
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Comparison of topical estrogen and platelet-rich plasma injections in the treatment of postmenopausal vaginal atrophy by Ufuk Atlihan, Can Ata, Onur Yavuz, Huseyin Aytug Avsar, Selcuk Erkilinc, Tevfik Berk Bildaci

“…BackgroundPlatelet-rich plasma (PRP) is considered safe and is a low-cost, simple, natural, and minimally invasive method for vaginal rejuvenation. We aimed to compare the effects of hormonal treatment options and PRP use for postmenopausal vulvovaginal atrophy (VVA).MethodsFrom a total of 66 patients, topical estrogen treatment was administered to 36 patients, and PRP treatment was used on 30 patients who had previously received topical estrogen treatment without obtaining a response. …”
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A multi-source image fusion algorithm for typical electrical equipment with dual-branch network structure by NIE Qixin, XIAO Zhiyun, BAO Tengfei, JIN Xu, GAO Wenqiang, GUO Hao

“…After comparing with various methods, the method in the paper verifies the advancement of the algorithm in terms of subjective visual evaluation and objective image fusion evaluation indices, in which the objective evaluation indices QMI, SSIM and FMIpixel are 0.567 26, 0.593 47 and 0.887 60, respectively, reaching the highest value, which proves that the quality of fused images is improved and applicable to multi-source electrical equipment image fusion.…”
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Robust Fusion of Time Series and Image Data for Improved Multimodal Clinical Prediction by Ali Rasekh, Reza Heidari, Amir Hosein Haji Mohammad Rezaie, Parsa Sharifi Sedeh, Zahra Ahmadi, Prasenjit Mitra, Wolfgang Nejdl

“…To tackle this challenge, we introduce a new method that uses two separate encoders, one for each type of data, allowing the model to understand complex patterns in both visual and time-based information. …”
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Flu‐CED: A comparative transcriptomics database of influenza virus‐infected human and animal models by Yue Wu, Jue Wang, Jing Xue, Zhiguang Xiang, Jianguo Guo, Lingjun Zhan, Qiang Wei, Qi Kong

“…Abstract Background The continuing emergence of influenza virus has highlighted the value of public databases and related bioinformatic analysis tools in investigating transcriptomic change caused by different influenza virus infections in human and animal models. Methods We collected a large amount of transcriptome research data related to influenza virus‐infected human and animal models in public databases (GEO and ArrayExpress), and extracted and integrated array and metadata. …”
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The effect of self-care education with smart phone applications on the severity of nausea and vomiting after stem cell transplantation in leukemia patients by Rezaei Jalal, Ghiyasvandian Shahrzad, Azouji Roya, Zakerimoghadam Masoumeh

“…Therefore, this study aimed to determine the effect of self-care education with smart phone applications on the severity of nausea and vomiting after SCT in leukemia patients. Materials and methods: In this clinical trial study, using the blocked randomization method 104 leukemia patients undergoing SCT were assigned to two groups, intervention and control. …”
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ZnFe₂O₄/GQDs Nanoparticles as Peroxidase Mimics for Sensitive and Selective Colorimetric Detection of Glucose in Real Samples by Claudia Cirillo, Mariagrazia Iuliano, Maria Sarno

“…Colorimetry, a simple, cost-effective, and visually straightforward method, is often employed. …”
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3D Reconstruction With Spherical Cameras by Yan Cui, Qingling Chang, Qiang Liu, Xin Yang, Yajiang Huang, Shichao Chen, Fei Ren, Didier Stricker

“…In order to achieve a high-resolution and real-time 3D model, inspired by the open source COLMAP, we propose a novel framework (3DMAP) to reconstruct 3D scenes based on spherical cameras. Unlike traditional methods which focus on building a 3D plane by Poisson distribution function, our method illustrates the key processes of 3D reconstruction: locating the camera based on global feature, estimating the scene’s relative depth from monocular panoramic images, and obtaining a high-quality 3D surface reconstruction. …”
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A classification framework with multi-level fusion of object-based analysis and convolutional neural network: a case study for land use classification in mining areas by Jianghe Xing, Zhenwei Li, Jun Li, Shouhang Du, Wei Li, Chengye Zhang

“…Experiments conducted in the mining areas of Erdos using Gaofen-6 images demonstrate that the proposed MFOCNN achieves the best visual performance and accuracy among all tested methods. …”
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Morphological and functional outcome of scleral buckling surgery compared to primary vitrectomy in patients with retinal detachment by Stamenković Miroslav, Stefanović Ivan, Senćanić Ivan, Jakšić Vesna, Mavija Milka, Babović Siniša

“…Among the proposed operative techniques for retinal detachment (RD) the most commonly applied are classical method with scleral buckling and pars plana vitrectomy (PPV). …”
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Differentiating atypical parkinsonian syndromes with hyperbolic few-shot contrastive learning by Won June Choi, Jin HwangBo, Quan Anh Duong, Jae-Hyeok Lee, Jin Kyu Gahm

“…Experimental results demonstrate significantly improved performance over conventional methods, as validated by ablation studies and visualizations.…”
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Realistic electric field characterization of clinically used deformable large TMS coils in a large cohort by Torge Worbs, Bianka Rumi, Kristoffer H. Madsen, Axel Thielscher

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Identification of low-count, low-resolution gamma spectral radionuclide using 2DCNN-BiLSTM neural network by Shu-Xin Zeng, Rui Shi, Guang Yang, Xian-Guo Tuo, Xiong Zeng, Ya-Nan Shang, Zhou Wang, Heng Zhang

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Influence of agroclimatic factors on the efficiency of multi-ovulation in cattle in the Peruvian tropics by Gleni Tatiana Segura Portocarrero, Gleni Tatiana Segura Portocarrero, Gleni Tatiana Segura Portocarrero, Nilton Luis Murga Valderrama, Rainer Marco Lopez Lapa, José Américo Saucedo Uriarte, Deiner Jhonel Gongora Bardales, Hugo Frias Torres, Annie Yoselin Poclín Rojas, Benjamin Depaz Hizo, Ronald Will Vasquez Tarrillo, Lizeth Amparo Heredia Vilchez, Gustavo Ampuero Trigoso

“…This research aims to determine the influence of agroclimatic factors on the efficiency of multi-ovulation in cattle in the Peruvian tropics.MethodsThe study was conducted at the “El Porvenir” Agricultural Experimental Station (EEA) of the National Institute of Agricultural Innovation (INIA), located in the district of Juan Guerra, province and department of San Martín, Peru. …”
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Assessing aesthetic impressions with pictorial measures: A novel approach in empirical aesthetics by Ivan Z. Stojilović

“…This study introduces pictorial technique (PT) as an innovative method in empirical aesthetics to assess aesthetic impressions of visual artworks. …”
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Building a FAIR data ecosystem for incorporating single-cell transcriptomics data into agricultural genome to phenome research by Muskan Kapoor, Enrique Sapena Ventura, Amy Walsh, Alexey Sokolov, Nancy George, Sunita Kumari, Nicholas J. Provart, Benjamin Cole, Marc Libault, Timothy Tickle, Wesley C. Warren, James E. Koltes, Irene Papatheodorou, Irene Papatheodorou, Doreen Ware, Doreen Ware, Peter W. Harrison, Christine Elsik, Galabina Yordanova, Tony Burdett, Christopher K. Tuggle

“…., scRNA- seq) data are comparatively underdeveloped.MethodsTo bridge this gap, we leveraged recent advancements in human genomics infrastructure, such as the integration of the Human Cell Atlas Data Portal with Terra, a secure, scalable, open-source platform for biomedical researchers to access data, run analysis tools, and collaborate. …”
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层片分割算法在切削仿真中的应用 by 李敬财, 徐文芳, 李清, 李琳, 徐文丽

“…In order to solve the problems existing in geometric simulation of cutting process,Slice method is presented.The instantaneous shape of rough blanks which are being cut can be represented by the characteristics set that can be get through proper slice of machined parts and the intersection calculation of cutter and machined parts.By using this method,the accurate result of intersection calculation can be accurate and be get rapidly.Besides,because this method is based on visual c++ and OpenGL,it can be isolated from the commercial softwares.The method is proved to be feasibility by the cutting simulation example of cylinder gears and bevel gears.…”
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Advanced image super-resolution using deep learning approaches by Mohamed Badiy, Fatima Amounas, Mourade Azrour, Mohammad Ali A. Hammoudeh

“…This study aims to push the boundaries of ISR by combining these architectures for greater precision and visual fidelity. The tasks are as follows: 1) design and implement a hybrid model using CNNs and GANs for image super-resolution tasks; 2) train the model on benchmark datasets like Set5, Set14, DIV2K, and specialized datasets such as X-ray images; 3) assess the model’s performance using numerical metrics like Peak Signal-to-Noise Ratio (PSNR) and Structural Similarity Index Measure (SSIM); 4) to compare the proposed method against existing state-of-the-art ISR techniques and demonstrate its superiority. …”
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