Exploring pattern-specific components associated with hand gestures through different sEMG measures by Yangyang Yuan, Jionghui Liu, Chenyun Dai, Xiao Liu, Bo Hu, Jiahao Fan

“…Our hypothesis was validated on an open source database. Ultimately, the combination of time- and frequency-domain features achieved the best performance in gesture classification tasks, with a maximum accuracy of 84.3%. …”
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Time-variant Granger causality analysis for intuitive perception collision risk in driving scenario: an EEG study by Zhe Wang, Jialong Liang, Shang Shi, Peng Zhai, Lihua Zhang, Lihua Zhang

“…The current study examines the neural mechanisms behind intuitive driving by performing a time-varying Granger causality analysis on source-domain EEG data. We construct an innovative experimental setup that utilizes immersive driving simulation videos to elicit intuitive decision-making alongside with neural activities. …”
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ARGContextProfiler: extracting and scoring the genomic contexts of antibiotic resistance genes using assembly graphs by Nazifa Ahmed Moumi, Shafayat Ahmed, Connor Brown, Amy Pruden, Liqing Zhang

“…Here we developed ARGContextProfiler, a pipeline designed to extract and visualize ARG genomic contexts. By leveraging the assembly graph for genomic neighborhood extraction and validating contexts through read mapping, ARGContextProfiler minimizes chimeric errors that are a common artifact of assembly outputs. …”
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Assessment of five global gridded precipitation estimates over a southern Mediterranean basin (Tensift, Morocco) by Kaoutar Oukaddour, Younes Fakir, Michel Le Page

“…ERA5 and TerraClimate, the longest data series, were used to visualize the precipitation trends in the basin.…”
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A deep learning approach for white blood cells image generation and classification using SRGAN and VGG19 by Jannatul Ferdousi, Soyabul Islam Lincoln, Md. Khorshed Alom, Md. Foysal

“…In this paper, we propose a deep learning approach to classify WBCs using Super Resolution Generative Adversarial Network (SRGAN) and Visual Geometry Group 19 (VGG19). Firstly, microscopic images of WBCs are generated using the SRGAN to obtain more precise and high-resolution images, which are then classified with a pretrained VGG19 classifier. …”
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Real-time fMRI pattern decoding and neurofeedback using FRIEND: an FSL-integrated BCI toolbox. by João R Sato, Rodrigo Basilio, Fernando F Paiva, Griselda J Garrido, Ivanei E Bramati, Patricia Bado, Fernanda Tovar-Moll, Roland Zahn, Jorge Moll

“…FRIEND is open-source and free for non-commercial use. Processing tutorials and extensive documentation are available.…”
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A systematic review and meta-analysis of the impact of stretching techniques on balance performance by Weishuai Guo, Youngsuk Kim, Chaojie Wu, Sukwon Kim

“…Meta-regression identified stretching duration as a significant source of heterogeneity, with durations between 20 and 200 s associated with better balance outcomes. …”
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Identifikasi Longsor dan Pemodelan Probabilitas Jarak Luncur Longsor di Lereng Waduk Bener, Purworejo, Jawa Tengah by Esya Rachma Ningrum, Guruh Samodra

“…Kedua zona digunakan sebagai sumber longsor (predefined source) dalam pemodelan jarak luncur menggunakan perangkat lunak FlowR. …”
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The Orthotropy Effect of Underground Inclusion on the Seismic Response of Ground Surface by S. Mojtabazadeh-Hasanlouei, M. Panji, M. Kamalian

“…The stress-free boundary condition at the ground surface is satisfied using wave source image theory. To account for material damping, the Barkan approach is employed to attenuate the half-space by introducing a constant logarithmic reduction into the modified boundary integral equation. …”
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Platelet Rich Fibrin Injection with Arthrocentesis for treatment Tempromandibular Joint Internal Derangement of by Twana Hoshyar Saleem, Reiadh Kamal Al-Kamali

“…Platelet rich fibrin injection is natural source of autologous growth factors which are benefit in alleviating joint pain and inflammation. …”
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Predicting tuberculosis drug properties using extended energy based topological indices via a python driven QSPR approach by Kiran Naz, Hafiz Muhammad Bilal, Muhammad Kamran Siddiqui, Sarfraz Ahmad, Mustafa Ahmed Ali

“…Also, a rigorous discourse about model validity, model significance, and limitations is discussed. The entire source code and dataset are made available through GitHub to allow verification and transparency. …”
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Radiological and clinical outcomes of patients diagnosed with intraosseous ganglion cysts of the lunate treated with arthroscopic dorsal ligamento capsulodesis with or without graf... by Ömer Ayik, Serkan Bayram, Ahmet Emre Paksoy, İsmail Bülent Özçelik

“…The wrist range of motion, patient satisfaction, Visual Analogue Scale (VAS) and the Mayo Wrist Score (MWS) were used for clinical and functional results. …”
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Review of Big Data Implementation and Expectations in Smart Cities by Yingnan Zhuang, Jeremy Cenci, Jiazhen Zhang

“…Using the Web of Science (WOS) Core Collection as the data source, an exhaustive visual analysis was conducted, revealing various aspects, including the literature output, journal distribution, geographic study trends, research themes, and collaborative networks of scholars and institutions. …”
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Product Innovation Design Method Based on BP Neural Network by Shihui Huang

“…Innovative product design is the core problem of modern industry and the source power of enterprise development. With the continuous improvement of China’s material level, product innovation design has changed from functional needs to emotional needs, and the product design method centered on users’ emotional needs has attracted much attention. …”
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Biofabrication of Nanosilver From Punica granatum Peel Extract and Their Anticoagulant Applications by Randa Mohammed Dhahi

“…For utilizing biodegradable waste as a natural source for nanofabrication, this study was designed to highlight a simple, sustainable, safe, environmentally friendly, and energy consumption reduction waste management approach using hot aqueous extract of Punica granatum (pomegranate) peel waste (PPE) to biosynthesize silver nanoparticles (PPE-AgNPs). …”
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Vascularization of a Bone Organoid Using Dental Pulp Stem Cells by Aonan Li, Jun-Ichi Sasaki, Gabriela L. Abe, Chihiro Katata, Hirohiko Sakai, Satoshi Imazato

“…Therefore, we hypothesized that DPSCs can serve as a vascular source to improve the survival of the BMSCs within the bone organoid. …”
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Responding to the field: Development of and findings from the PSS-SEL Toolbox by Sonya Temko, Rachel Smith, Bryan Nelson, Christine Park, Rebecca Bailey, Julia Finder Johna, Silvia Diazgranados Ferráns, Stephanie M. Jones

“…In response to these challenges, the Inter-agency, Network for Education in Emergencies (INEE) convened a research-practice, partnership to develop a toolbox for Psychosocial Support and Social and Emotional, Learning (PSS-SEL) in Education in Emergencies. The online, open source toolbox, contains data-based visual tools to look within and across approaches to PSS-SEL, from over fifty countries, tools to guide localization and contextualization efforts serving, various objectives, as well as additional resources that provide further information about particular topics of interest within the project and the field. …”
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Real-Time Coronary Artery Dominance Classification from Angiographic Images Using Advanced Deep Video Architectures by Hasan Ali Akyürek

“…Traditional classification methods rely on the manual visual interpretation of coronary angiograms. However, current deep learning approaches typically classify right and left coronary artery angiograms separately. …”
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Evaluating the usability of an information portal from the perspective of its users by Letícia Noelle Corbo Letícia, Michel Marcossi, Karina de Fátima Bimbatti, Geyslane Albuquerque, Christoph Kappler, Fabiana Faleiros

“…A study on the analysis of accessibility, certification and access to a virtual Forum demonstrated that a virtual environment based on scientific evidence becomes a strong source of access to health information and exchange of experiences. …”
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Oxygen boost transepithelial corneal collagen crosslinking: 2-year ultrastructural results by Valentine Saunier, Pierre Legout, Nathalie Thiery, Pierre Fournie, David Touboul

“…Corneal transepithelial CXL with an additional source of oxygen delivered through the goggles was performed. …”
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