RStoolbox: An R package for remote sensing data analysis by Konstantin Müller, Jakob Schwalb‐Willmann, Martin Wegmann, Benjamin Leutner

“…Therefore, it is crucial to not only gather data but also to analyse, visualize and present the findings. rstoolbox R package offers a suite of functions for (a) preprocessing, (b) analysis and (c) visualization of (multi‐band) remote sensing data, implementing state‐of‐the‐art methods such as unsupervised and supervised classification, or spectral unmixing or change vector analysis. …”
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Automated pipeline for leaf spot severity scoring in peanuts using segmentation neural networks by Joshua Larsen, Jeffrey Dunne, Robert Austin, Cassondra Newman, Michael Kudenov

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Migration Mapper: Identifying movement corridors and seasonal ranges for large mammal conservation by Jerod A. Merkle, Josh Gage, Hall Sawyer, Blake Lowrey, Matthew J. Kauffman

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Temporal resolution trumps spectral resolution in UAV-based monitoring of cereal senescence dynamics by Flavian Tschurr, Lukas Roth, Nicola Storni, Olivia Zumsteg, Achim Walter, Jonas Anderegg

“…Correlation coefficients of up to 0.8 were observed between multispectral (NDVIred668-index) and visual scoring, respectively 0.9 between RGB (ExGR-index) and visual scoring. …”
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The game of language learning and rewiring biocognitive receptors by Sri Takshara K, Bhuvaneswari G, T.S. Pradeep Kumar

“…By fostering low-stress, immersive environments, it triggers positive epigenetic changes, enhancing long-term cognitive flexibility. This method article presents an interdisciplinary inclusive scientific framework that unites gamification, technology, epigenetics, and neuroscience, empowering learners and promoting sustainable well-being, while laying the groundwork for intergenerational academic and personal growth. • To propose a teaching methodology that aims to bridge gaps in traditional and game based language teaching by integrating neuroscience and epigenetics, creating an inclusive framework tailored to meet the unique needs of visually impaired learners. • The method emphasizes creating stress-free, rewarding educational environments that induce neural and epigenetic changes. …”
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Mapping Gene Expression in Whole Larval Brains of <i>Bicyclus anynana</i> Butterflies by Tirtha Das Banerjee, Linwan Zhang, Antónia Monteiro

“…The genes included <i>optomotor blind</i> (<i>omb</i>), <i>yellow-like</i>, <i>zinc finger protein SNAI2-like</i> (<i>SNAI2</i>), <i>weary</i> (<i>wry</i>), <i>extradenticle</i> (<i>exd</i>), <i>Synapsin</i>, <i>Distal-less</i> (<i>Dll</i>), <i>bric-à-brac 1</i> (<i>bab1</i>), <i>dachshund</i> (<i>dac</i>), and <i>acetyl coenzyme A acetyltransferase B</i> (<i>AcatB</i>). This method can be used alongside single-cell sequencing to visualize the spatial location of brain cells that change in gene expression or splicing patterns in response to specific behaviors or cognitive experiences.…”
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WAYVision: A hybrid deep learning approach for recognizing handwritten Kannada Braille using wavelet transformation and attention based YOLOv5 by Bipin Nair B J, Niranjan, Saketh P, Shobha Rani N

“…This study aims to contribute significantly to the empowerment of visually impaired communities through advancements in automated Braille recognition systems. • The study addresses the challenge of handwritten Kannada Braille recognition using a uniquely curated dataset from Kaggle and blind schools, divided into vowels and consonants. • The proposed system achieves high accuracy (97.9 % for 70:30 and 98.7 % for 80:20 split) showing superior feature extraction and handling of spatial misalignments in Braille dots. • Comparative analysis of state-of-the-art methods confirms the model’s efficiency in overcoming limitations of conventional techniques, contributing to assistive technology for visually impaired communities.…”
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The Bayesian mixture expert recognition model for tobacco leaf curing stages based on feature fusion by Panzhen Zhao, Shijiang Duan, Songfeng Wang, Aihua Wang, Lingfeng Meng, Zhicheng Wang, Yingpeng Dai

“…Various feature fusion methods (concatenate fusion, scaled fusion, adaptive gated fusion) are employed to construct multi-level feature representations. …”
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Bridging language gaps: The role of NLP and speech recognition in oral english instruction by Parul Dubey, Pushkar Dubey, Rohit Raja, Sapna Singh Kshatri

“…These technologies facilitate personalized and adaptive learning, making pronunciation and fluency improvement more efficient. Traditional methods lack real-time speech assessment and individualized feedback, limiting learners' progress. …”
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Dual discriminator GAN-based synthetic crop disease image generation for precise crop disease identification by Chao Wang, Yuting Xia, Lunlong Xia, Qingyong Wang, Lichuan Gu

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The theme-centred interview and the map of meanings: A phenomenological approach to the analysis of experience by Maria Armezzani, Luca Zamengo

“…This approach includes a graphical output, the map of meanings, which extend the analysis by providing a visual representation of the structures of meanings in relation to the theme.…”
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Critical size defect in a rat calvaria model using trephination: An animal model for investigating potential bone regenerative scaffolds by Jeffrey Huang, Jithendra Ratnayake, George J. Dias

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The Multifunctional Catalytic Hemoglobin from <i>Amphitrite ornata</i>: Protocols on Isolation, Taxonomic Identification, Protein Extraction, Purification, and Characterization by Anna L. Husted, Victoria R. Sutton, Lauren A. Presnar, R. Kevin Blackburn, Joseph L. Staton, Stephen A. Borgianini, Edward L. D’Antonio

“…In order to discover more infaunal DHP-bearing candidates, we have devised a facilitated method for an accurate taxonomic identification that places visual and molecular taxonomic approaches in parallel. …”
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Recovering the polyhedral geometry of fragmentsThe manuscript contains the link to the data by János Török, Gábor Domokos

“…Beyond identifying the ideal polyhedral approximation for fragments, our method is also capable of tracing backward the shape evolution of rounded pebbles to their origins.…”
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Imaging Flow Cytometry in HIV Infection Research: Advantages and Opportunities by Kirill. A. Elfimov, Dmitriy. A. Baboshko, Natalya. M. Gashnikova

“…Many of these methods rely on fluorescent dyes to help visualize specific parts of the virus or infected cells. …”
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Development and testing of a device to detect trigger points, and local twitch responses in dry needling intervention by Manoj Kumar Sharma, Sarika Chaudhary, Hardika Sood

“…Not all LTRs are perceptible through visual observation or tactile sensation during the intervention. …”
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Best practices for physiological data collection in youth with autism and co-occurring mental health diagnoses: Implications for human-animal intervention research by Cory M. Smith, Katharine Weimann, Madison Widick, Tamara Merritt, Hannah Christensen, Matthew Siegel, Zhaoxing Pan, Robin L. Gabriels

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SeedSeg: image-based transgenic seed counting for segregation analysis of T-DNA loci by Santiago Hernández, Vivian Zhong, Jennifer A. N. Brophy

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Multimodal measurement of music engagement in a natural setting for infants, young children and parents by Yukari Tanaka, Françoise Diaz-Rojas, Masako Myowa

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FastColitisDetector-XAI: An efficient AI model utilizing sparse Autoencoder with explainable AI for ulcerative colitis diagnosis by Sumedh Vithalrao Dhole, Sangeeta R. Chougule

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