Principal component analysis and fine-tuned vision transformation integrating model explainability for breast cancer prediction by Huong Hoang Luong, Phuc Phan Hong, Dat Vo Minh, Thinh Nguyen Le Quang, Anh Dinh The, Nguyen Thai-Nghe, Hai Thanh Nguyen

“…Our approach exhibited a 0.98% to 17.13% improvement in accuracy compared with state-of-the-art methods, establishing a new benchmark for breast cancer histopathological image classification.…”
Get full text

Bootstrapping BI-RADS classification using large language models and transformers in breast magnetic resonance imaging reports by Yuxin Liu, Xiang Zhang, Weiwei Cao, Wenju Cui, Tao Tan, Yuqin Peng, Jiayi Huang, Zhen Lei, Jun Shen, Jian Zheng

Get full text

Advancing breast cancer diagnosis: token vision transformers for faster and accurate classification of histopathology images by Mouhamed Laid Abimouloud, Khaled Bensid, Mohamed Elleuch, Mohamed Ben Ammar, Monji Kherallah

Get full text

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. …”
Get full text

Automated pipeline for leaf spot severity scoring in peanuts using segmentation neural networks by Joshua Larsen, Jeffrey Dunne, Robert Austin, Cassondra Newman, Michael Kudenov

Get full text

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

Get full text

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. …”
Get full text

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. …”
Get full text

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.…”
Get full text

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.…”
Get full text

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. …”
Get full text

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. …”
Get full text

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

Get full text

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.…”
Get full text

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

Get full text

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. …”
Get full text

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.…”
Get full text

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. …”
Get full text

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. …”
Get full text

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

Get full text