Leveraging Sentinel-1/2 time series and deep learning for accurate forest tree species mapping by Jun Tan, Jing Li, Tianyue Ma, Xingguang Yan, Ziye Huo

“…Additionally, statistical and visualization methods were applied to SITS and model analysis. …”
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AI-Driven segmentation and morphogeometric profiling of epicardial adipose tissue in type 2 diabetes by Fan Feng, Abdallah I. Hasaballa, Ting Long, Xinyi Sun, Justin Fernandez, Carl-Johan Carlhäll, Jichao Zhao

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Simple and Cost-Effective Generation of 3D Cell Sheets and Spheroids Using Curvature-Controlled Paraffin Wax Substrates by Huijung Kim, Kyeong-Mo Koo, Chang-Dae Kim, Min Ji Byun, Chun Gwon Park, Hyungbin Son, Hyung-Ryong Kim, Tae-Hyung Kim

“…In this study, we present a simple and cost-effective method for generating 3D cell sheets and spheroids using curvature-controlled paraffin wax films, which are easily accessible laboratory materials that eliminate the need for extracellular matrix (ECM) components or thermo-responsive polymers. …”
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Distance Learning in Higher Education: The Experience of the Covid-19 Pandemic and War in Ukraine by Yaroslav Opanasenko, Viktoriia Novikova

“…In addition to a comprehensive theoretical analysis, which included a comparison of different approaches and research, we used the method of interviewing respondents, which involved 200 first-year students from 6 Ukrainian higher education institutions (H.S. …”
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LULC-SegNet: Enhancing Land Use and Land Cover Semantic Segmentation with Denoising Diffusion Feature Fusion by Zongwen Shi, Junfu Fan, Yujie Du, Yuke Zhou, Yi Zhang

“…This network enhances the clarity of the edge segmentation, detail resolution, and the visualization and accuracy of the contours by delving into the spatial details of the remote sensing images. …”
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Russian consensus: balloon pulmonary angioplasty in treatment of chronic thromboembolic pulmonary hypertension by N. M. Danilov, Yu. G. Matchin, D. S. Grankin, N. V. Marukyan, S. Y. Yarovoy, N. A. Androsov, E. M. Elfimova, Yu. V. Danilushkin, T. V. Martynyuk, K. V. Mershin, A. G. Edemskiy, A. M. Chernyavskiy, A. Yu. Litvin, I. E. Chazova

“…For a long time, the only method of revascularization in patients with chronic thromboembolic pulmonary hypertension (CTEPH) was pulmonary thromboendarterectomy from the branches of pulmonary artery. …”
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Limb Reconstruction Surgery When There is No Fluoroscopy: Themes for Success by Anirejuoritse Bafor, Emeka Izuagba, Christopher Iobst

“…Therefore, surgeons must develop creative methods to perform surgical procedures safely when working in those settings. …”
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Research on coal mine data management and service platform by Chen Yunqi

“…In order to solve the problems of massive data of multi-source heterogeneous systems in coal mines, such as complex types, difficult aggregation, poor quality, and lack of a unified service platform, this paper analyzes the key technologies and theoretical methods in data collection, transmission, storage, calculation and service, and designs a coal mine data and management service platform based on a multi-layer architecture. …”
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Non-Variceal Upper Gastrointestinal Bleeding by Dong Jin Yoon, Joon Sung Kim

“…Proton pump inhibitors and prokinetics are used for pre-endoscopy preparation to improve visualization and outcomes. Various endoscopic hemostatic methods, including injection therapy, clipping, and thermal techniques are described, which reflects the need for personalized strategies based on patient conditions and lesion characteristics. …”
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Participatory development of a care line for workers with Repetitive Strain Injury by Amélia Romana Almeida Torres, Ivana Cristina Holanda Cunha Barreto, Izabelle Mont´Alverne Napoleão Albuquerque, Valéria Bastos Gomes

“…Objective: to build an integral care line for workers with repetitive strain injuries. Methods:action-research with actions of the care line were developed in four workshops with the participation of 32 professionals, managers and users of primary, secondary and tertiary healthcare. …”
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Еxpression of cerebral endothelial NLRP3 inflammasome in viral inflammation in vitro by A. B. Salmina, E. B. Boytsova, A. V. Morgun, Yu. A. Panina, Ya. V. Gorina, N. V. Pisareva, M. Noda, I. A. Kutishcheva, G. P. Martynova

“…The goal is to study the effects of pro-inflammatory agents on the expression of NLRP3 and the structural integrity of cerebral microvessel endothelial cells in vitro.Materials and methods. The study was conducted on a culture of cerebral endothelial cells. …”
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Impact of the National Health Insurance Authority-Health Maintenance Organisation Authorisation code system on the knowledge, attitude, and practice related to hypertension among N... by Marvellous Nonye Aniche, Zainab Abubakar Galadima, Josephine O. Abiri, Muhammed Garba, Esther Haruna Michael, Idoko Agumage, Abubakar Mustapha Danraka

“…It also seeks to identify potential barriers within the coding system.Method: A cross-sectional study using a mixed-method approach was conducted with 345 hypertensive patients aged 18 years and above at UATH, Gwagwalada. …”
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Rapid and Accurate Detection of <i>Chrysomya megacephala</i> (Diptera: Calliphoridae) Using Recombinase Polymerase Amplification Combined with Lateral Flow Dipstick by Chengxin Ye, Xuan Tang, Fengqin Yang, Xiangyan Zhang, Yanjie Shang, Yang Xia, Yuanxing Wang, Shaojiang Guo, Lagabaiyila Zha, Yadong Guo, Dan Wen

“…The results suggested that when the RPA-LFD detection system was combined with the grinding ddH₂O extraction method (a rapid DNA extraction method), the process from species acquisition to visualization of detection results could be completed in less than 20 min. …”
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Diff-Tree: A Diffusion Model for Diversified Tree Point Cloud Generation with High Realism by Haifeng Xu, Yongjian Huai, Xiaoying Nie, Qingkuo Meng, Xun Zhao, Xuanda Pei, Hao Lu

“…Three-dimensional (3D) virtual trees play a vital role in modern forestry research, enabling the visualization of forest structures and supporting diverse simulations, including radiation transfer, climate change impacts, and dynamic forest management. …”
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Deep learning-based diffusion MRI tractography: Integrating spatial and anatomical information by Yiqiong Yang, Yitian Yuan, Baoxing Ren, Ye Wu, Yanqiu Feng, Xinyuan Zhang

“…Diffusion MRI tractography technique enables non-invasive visualization of the white matter pathways in the brain. …”
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Re-Revision ACL Reconstruction: A Double-Bundle Technique Video by Camden Bohn BS, Catherine Hand BS, Joshua Chang BS, Daanish Khazi-Syed BS, Chase Gornbein BS, Thomas Moran MD, Brian Forsythe MD

“…This video demonstrates a reproducible method for performing ACL reconstruction (ACLR) utilizing the double-bundle technique. …”
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Enhanced clinical photoacoustic vascular imaging through a skin localization network and adaptive weighting by Chuqin Huang, Emily Zheng, Wenhan Zheng, Huijuan Zhang, Yanda Cheng, Xiaoyu Zhang, Varun Shijo, Robert W. Bing, Isabel Komornicki, Linda M. Harris, Ermelinda Bonaccio, Kazuaki Takabe, Emma Zhang, Wenyao Xu, Jun Xia

“…These findings indicate the method’s potential to enhance quantitative analysis in preclinical and clinical photoacoustic research.…”
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Combining Endpoint Detection and One-Dimensional CNN-Based Classifier for Non-Technical Loss Screening in Smart Grids by Ping-Tzan Huang, Feng-Chang Gu, Chia-Hung Lin, Chao-Lin Kuo, Neng-Sheng Pai, Yung-Chang Luo, Wen-Cheng Pu

“…Therefore, this study applies the SECM to NTL detection by proposed novel screening model that combines the endpoint detection (EPD) and short-time Fourier transform (STFT) with a one-dimensional (1D) convolutional neural network (1D CNN) based classifier. The EPD method is employed to preliminarily detect discrepancies between metering data and historical records, focusing on the time-domain variations in electricity consumption. …”
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Application of cross-polarization imaging in distinguishing between squamous and columnar epithelium of the cervix by Cat Phan Ngoc Khuong, Hieu Nguyen Trung, Duc Le Huynh, Quynh Nguyen Ngoc, Hai Pham Thanh, Long Nguyen, Hanh Tran Thi Thu, Tu Ly Anh, Tien Tran Van

“…This method significantly increases the contrast between these tissue types, facilitating clearer differentiation and improving diagnostic accuracy. …”
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FEATURES OF THE TREATMENT OF HYPERMOBILITY OF THE ARTICULAR HEADS AND DISLOCATIONS OF THE LOWER JAW ON THE BACKGROUND OF FRACTURES OF THE CONDYGAL PROCESSES OF THE MANDIBLE, AS A P... by O.A. Toropov, D.S. Avetikov, M.G. Skikevych, O.S. Ivanytska, O.O. Rozkolupa, K.P. Lokes

“…Early manual reduction of the joint heads is the best method of treatment, if it is possible to carry it out in a timely manner. …”
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