Gene and genotype frequencies of immunoglobulin-like natural killer cell receptors in the population of Samara region by D. Yu. Klyuchnikov, Yu. Yu. Teterina, O. V. Tyumina, I. L. Davydkin

“…To study the frequencies of KIR genes and genotypes in the population of Samara region and to compare the data with previously described Russian populations.Materials and methods. To study the frequencies of KIR genes and genotypes, molecular genetic typing of 142 CBUs from the public cord blood bank of the Samara Regional Medical Centre “Dynasty” was performed. …”
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Utilizing bioinformatics to identify biomarkers and analyze their expression in relation to immune cell ratios in femoral head necrosis by Dongchen Li, Dongchen Li, Zhilong Huang, Teng Ma, Yu Su, Yu Su, Zhao Li, Zhao Li, Liang Sun, Ming Li, Zhong Li, Yao Li, Qian Wang, Yao Lu

“…This study employs bioinformatics analysis of publicly available RNA sequencing databases to elucidate the pivotal molecules and pathways implicated in NFH progression.MethodsThe NFH-related dataset GSE123568 was obtained from the Gene Expression Omnibus (GEO). …”
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Preliminary study on the mechanism of Huangqi Decoction in treating slow transit constipation by Chen Huaxian, Yang Chaoxin, Xiao Guozhong, Zheng Yihui, Lei Mingyuan, Lin Hongcheng

“…[Objectives] To explore the mechanism of Huangqi Decoction in the treatment of slow-transit constipation (STC) is based on network pharmacology, molecular docking technology and Western blot. [Methods] TCMSP and SymMap databases were used to screen the active ingredients and potential targets of Huangqi Decoction. …”
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Molecular characteristics of human adenovirus isolated from the 2024 influenza-like illness outbreaks in Suzhou City, China by Jia Zang, Yueping Xing, Hongkai Zhang, Yanshi Wu, Xuerong Ya, Qiang Shen, Zefeng Dong

“…This study aimed to elucidate the molecular characteristics of HAdV implicated during ILI outbreaks in Suzhou City, Jiangsu Province in 2024. Methods Throat swab samples were gathered from settings with ILI outbreaks in Suzhou between March 2024 and January 2025. …”
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Optimizing Monkeypox Lesions Detection With a Lightweight Hybrid Model by Mehdhar S. A. M. Al-Gaashani, Reem Ibrahim Alkanhel, Dina S. M. Hassan, Abduljabbar S. Ba Mahel, Ahmed Aziz, Mashael M. Khayyat, Ammar Muthanna

“…Although deep learning has advanced medical image analysis, diagnosing diseases with complex lesions, such as monkeypox, remains challenging in resource-limited settings. Existing methods often rely on large architectures that demand high computational resources and lack interpretability. …”
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Dirac Equation in the Presence of Hartmann and Ring-Shaped Oscillator Potentials by Zahra Bakhshi

“…Comparison of Schrödinger-like equation obtained by Dirac equation with the nonrelativistic solvable models is the most efficient method. By this technique, the exact relativistic solutions of Dirac equation for Hartmann and Ring-Shaped Oscillator Potentials are accessible, when the scalar potential is equal to the vector potential. …”
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Ocean Remote Sensing Image Quality Assessment via Multidirectional Perception Fusion and Deviation-Aware Processing by Chunjiang Liu, Jingchun Zhou, Bing Long, Tianyuan Li, Dehuan Zhang, Weishi Zhang, Gemine Vivone

“…To address this issue, we propose a novel ocean remote sensing quality assessment method that accurately captures diverse image quality deviations and aligns with human visual perception. …”
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Heart rate variability: a practical review for the beginner by Ștefan-Claudiu MIRESCU, Andreea Loredana CIOCOIU, Leontin DAVID, Corneliu TARBA

“…HRV can be evaluated by visual methods (the beat-to-beat tachogram, the histogram and the Poincaré diagram) or by statistically computed parameters. …”
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An Improved Deep Learning Unsupervised Approach for MRI Tissue Segmentation for Alzheimer’s Disease Detection by Karan Kumar, Isha Suwalka, Adaora Uche-Ezennia, Celestine Iwendi, Cresantus N. Biamba

“…The analysis compares various mapping approaches to identify features linked to Alzheimer’s disease. The proposed method achieves a classification accuracy of 95.75% on the Open Access Series of Imaging Studies (OASIS) MRI brain image database, outperforming existing methods.…”
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TMFN: a text-based multimodal fusion network with multi-scale feature extraction and unsupervised contrastive learning for multimodal sentiment analysis by Junsong Fu, Youjia Fu, Huixia Xue, Zihao Xu

“…However, current approaches treat modalities equally, not maximizing text’s advantages. To solve these problems, we propose a novel method named a text-based multimodal fusion network with multi-scale feature extraction and unsupervised contrastive learning (TMFN). …”
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Differentiation between bipolar disorder and major depressive disorder based on AMPA receptor distribution by Sakiko Tsugawa, Sakiko Tsugawa, Yuichi Kimura, Junichi Chikazoe, Hiroki Abe, Tetsu Arisawa, Mai Hatano, Waki Nakajima, Hiroyuki Uchida, Tomoyuki Miyazaki, Tomoyuki Miyazaki, Yuuki Takada, Akane Sano, Kotaro Nakano, Tsuyoshi Eiro, Akira Suda, Takeshi Asami, Akitoyo Hishimoto, Hideaki Tani, Nobuhiro Nagai, Teruki Koizumi, Shinichiro Nakajima, Shunya Kurokawa, Yohei Ohtani, Kie Takahashi, Yuhei Kikuchi, Taisuke Yatomi, Taisuke Yatomi, Ryo Mitoma, Shunsuke Tamura, Shunsuke Tamura, Shingo Baba, Osamu Togao, Yoji Hirano, Yoji Hirano, Yoji Hirano, Hirotaka Kosaka, Hidehiko Okazawa, Masaru Mimura, Takuya Takahashi, Takuya Takahashi

“…An accurate diagnostic method using biological indicators is critically needed for bipolar disorder (BD) and major depressive disorder (MDD). …”
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CLINICAL PROBLEMS OF DIRECT DOSIMETRY (IN VIVO) IN CONTACT RADIATION THERAPY by V. A. Titova, D. A. Kokontsev, T. S. Belle

“…The use of multicomponent methods of special treatment (surgery, polychemotherapy, radiation therapy, laser photodynamic therapy) in oncology requires the control of doses in the tumor and healthy organs with high accuracy. …”
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Blood cross-matching using gel card technique compared to conventional tube technique: A diagnostic evaluation study by Aditi Pandey, Sonal Chandrakar, Roshan Lal, Kajal Chandrakar

“…Thus, even though CTT with AHG was equally effective as that of the gel card method, but time taken was significantly more (P < 0.05). …”
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Urban Land Use Classification Model Fusing Multimodal Deep Features by Yougui Ren, Zhiwei Xie, Shuaizhi Zhai

“…The adaptive KNN graph construction method achieves accuracy comparable to that of the empirical threshold method. …”
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Application of Teledermoscopy in the Diagnosis of Pigmented Lesions by C. B. Barcaui, P. M. O. Lima

“…To evaluate the feasibility and reliability of the technique for the diagnosis of pigmented lesions. Methods. Through the storage and routing method, 41 pigmented lesions were analyzed. …”
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Underwater Image Enhancement Based on Transformer, Attention, and Multi-Color-Space Inputs by Liqiong Lu, Dong Wu, Liuyin Wang, Wanzhen Zhang, Tonglai Liu

“…The comparison of image quality evaluation metrics, visual enhancement performance evaluation and impact on the performance of underwater object detection with other underwater enhancement methods on datasets including SUIM-E, UIEB, EUVP, RUIE-RIQS, RUIE-UCCS and URPC-2018 prove the good performance of our underwater image enhancement method.…”
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Scratch Scoring by a Sheet-shaped Body Vibrometer in Nocturnal Sleep: A Pilot Study Compared with Infrared Video Recording by Saori Toyota, Takamasa Kogure, Eitaro Kondo, Ken-ichi Yasuda, Yozo Ishiuji, Toshiya Ebata

“…Scratching time was then used as the gold standard, which was determined visually from the infrared video. The proposed method of detecting vibration was compared with the conventional method using the activity score measured by a sheet-shaped body vibrometer. …”
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Selecting the appropriate speed for rotational elements in human-machine interfaces: A quantitative study by Mu Tong, Shanguang Chen, Yu Zhang, Chengqi Xue

“…Experiment one measured the JNDS over eight-speed levels using a constant stimulus method, achieving a range of 14.9-29%. Building on this, experiment two proposed a sequence of speeds within the given range and used a rating scale method to assess observers ' subjective perception of the speed series' rapidity. …”
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A collective intelligence model for swarm robotics applications by Alessandro Nitti, Marco D. de Tullio, Ivan Federico, Giuseppe Carbone

“…The model shows a higher or equal success rate with respect to benchmark methods on 22 out of 33 landscapes when dealing with less equal 16 agents and low dimensional problems. …”
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Autologous Platelet-Rich Fibrin in the Treatment of Refractory Macular Holes by Arif Koytak, Fadime Nuhoglu, Havvanur Bayraktar, Rukiye Ercan, Hakan Ozdemir

“…Purpose. To describe a novel method for the treatment of refractory macular holes. …”
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