Integrating Deep Learning and Radiomics in Differentiating Papillary Thyroid Microcarcinoma from Papillary Thyroid Carcinoma with Ultrasound Images by Yu B, He H, Zheng Q, Ai Y, Yu X, Li S, Zhang J, Jin J, Jin X, Yu W

“…Radiomics signature and five deep learning networks, such as visual geometry group 13 (VGG13), VGG16, VGG19, AlexNet, and EfficientNet, were generated for papillary thyroid carcinoma and papillary thyroid microcarcinoma differentiation. …”
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Simple water vapor sampling for stable isotope analysis using affordable valves and bags by A. Dahlmann, A. Dahlmann, J. D. Marshall, D. Dubbert, M. Hoffmann, M. Dubbert

“…Gas bag sampling offers the advantage of non-destructive, cost-efficient, easy-to-perform measurements without the need to bring a cavity ring-down spectroscopy (CRDS) analyzer into the field. …”
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A novel multiscale feature enhancement network using learnable density map for red clustered pepper yield estimation by Chenming Cheng, Chenming Cheng, Jin Lei, Jin Lei, Zicui Zhu, Lijian Lu, Lijian Lu, Zhi Wang, Zhi Wang, Jiali Tao, Jiali Tao, Xinyan Qin, Xinyan Qin

“…This highlights the model’s ability to achieve the highest accuracy while maintaining efficient deployment capabilities. …”
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A machine learning-based screening model for the early detection of prostate cancer developed using serum microRNA data from a mixed cohort of 8,741 participants by Cong Lai, Zhensheng Hu, Zhuohang Li, Zhikai Wu, Kuiqing Li, Lin Li, Hongze Liu, Juanyi Shi, Yi Zhou, Kewei Xu, Cheng Liu

“…We aimed to develop an efficient and clinically applicable method for the screening of PCa by the noninvasive screening of several serum microRNA (miRNA) levels. …”
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Human and Machine: A View through Kant's Use of Regulative Reason by Ümit Taştan

“…When computers lack an efficient procedure or an analytical solution to the problems they aim to solve, they are forced to try all available solutions. …”
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Cell wall remodeling in a fungal pathogen is required for hyphal growth into microspaces by Hinata Miki, Melani Mariscal Gomez, Ayaka Itani, Daisuke Yamanaka, Yoshikatsu Sato, Antonio Di Pietro, Norio Takeshita

“…Here, we tested a set of isogenic mutants of Fusarium oxysporum, an important plant pathogen that causes devastating vascular wilt diseases on more than a hundred crops, for their ability to cross extremely narrow 1 µm channels, approximately one-quarter the width of hyphae. …”
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The Theoretical Approaches to Defining the Essence of the Concept of «National Security» and Its Components by Khaustova Viktoriia Ye., Trushkina Nataliia V.

“…Along with this, it should be noted that an important role in the formation of an efficient system for ensuring national security is played by the timely development and enactment of fundamentally new conceptual and regulatory documents. …”
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EDITORIAL: ARTIFICIAL INTELLIGENCE AND ITS TRANSFORMATIVE IMPACT ON SCIENTIFIC PUBLISHING by Abubakar Munir

“…AI-based recommendation platforms such as Semantic Scholar and Scite simplify scientists' ability to locate pertinent literature by analyzing citation patterns and trend research. …”
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Synergetically integrated vertical farms by Tess Blom

“…Vertical farming is often advocated as a sustainable food system, as they offer several benefits over conventional farming systems, including efficient land use, high yields, minimal water and nutrient usage, the redundancy of pesticides and herbicides, and the ability to be located within or adjacent to cities where food demands are high. …”
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Independent Acidic pH Reactivity of Non-Iron-Fenton Reaction Catalyzed by Copper-Based Nanoparticles for Fluorescent Dye Oxidation by Zakia H. Alhashem, Hasna Abdullah Alali, Shehab A. Mansour, Maha A. Tony, Ashraf H. Farha

“…The system could operate at various pH values, and the alkaline pH (8.0) was efficient in proceeding with the oxidation system that overcomes the limitation of the homogeneous acidic Fenton catalyst. …”
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Advancing Hematopoietic Stem Cell Transplantation Typing: Harnessing Hyperledger Fabric’s Blockchain Architecture by Meng Wu, Feng Xu, Geetha Subramaniam, Zeyu Li, Liyun Chen, Wenjuan Zhu

“…Tests demonstrate the system’s ability to safeguard data security and reliability effectively. …”
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Joint Transmit-receive Beam Design of FDA-MIMO Dual-function Radar-communication Systems for Radio-frequency Stealth by Haozheng WU, Chenguang SHI, Jianjiang ZHOU

“…Efficient Radio-Frequency (RF) stealth is crucial for Dual-Function Radar-Communication (DFRC) systems that detect radar stealth and con vert communication transmission. …”
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Vision transformer embedded video anomaly detection using attention driven recurrence by Ummay Maria Muna, Shanta Biswas, Syed Abu Ammar Muhammad Zarif, Philip Jefferson Deori, Tauseef Tajwar, Swakkhar Shatabda

“…Additionally, we incorporate a parameter-efficient recurrent model, the Simple Recurrent Unit Plus Plus (SRU++), which processes long sequential video embeddings efficiently by reducing computational costs by ten times compared to traditional methods. …”
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A Method for Recognizing Dead Sea Bass Based on Improved YOLOv8n by Lizhen Zhang, Chong Xu, Sai Jiang, Mengxiang Zhu, Di Wu

“…First, the homemade sea bass death recognition dataset was expanded to enhance the generalization ability of the neural network. Second, the C2f-faster–EMA (efficient multi-scale attention) convolutional module was designed to replace the C2f module in the backbone network of YOLOv8n, reducing redundant calculations and memory access, thereby more effectively extracting spatial features. …”
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Repurposing of CNS accumulating drugs Gemfibrozil and Doxylamine for enhanced sensitization of glioblastoma cells through modulation of autophagy by Smita Dey, Prerika Mathur, Sudeshna Mukherjee, Rajdeep Chowdhury, Syamantak Majumder, Aniruddha Roy, Shibasish Chowdhury

“…In this context, repurposing FDA-approved drugs can be a novel yet efficient alternative method. Here, we, therefore, investigated the differential expression signatures of genes of patients suffering from GBM from publicly available GEO datasets and constructed a connectivity map. …”
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A Novel YOLO Algorithm Integrating Attention Mechanisms and Fuzzy Information for Pavement Crack Detection by Qingqing Li, Tianshu Wu, Tingfa Xu, Jianmei Lei, Jiu Liu

“…By embedding a region-based attention mechanism into the YOLOv11 network, the method enhances the model’s ability to focus on crack features. Specifically, the model network layers are progressively pruned to reduce the number of parameters and floating-point operations, thereby further improving operational efficiency and refining detection in the target regions. …”
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Integrating deep learning and transfer learning: optimizing white blood cells classification in medical educational institutions by M. Hussein, Faten Abd El-Sattar Zahran El-Mougi

“…Six architectures are evaluated: ResNet50, InceptionV3, EfficientNetB3, MobileNetV3, Swin Transformer, and a custom convolutional neural network (CNN). …”
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Probing the impact of sulfur/selenium/carbon linkages on prodrug nanoassemblies for cancer therapy by Bingjun Sun, Cong Luo, Xuanbo Zhang, Mengran Guo, Mengchi Sun, Han Yu, Qin Chen, Wenqian Yang, Menglin Wang, Shiyi Zuo, Pengyu Chen, Qiming Kan, Haotian Zhang, Yongjun Wang, Zhonggui He, Jin Sun

“…Moreover, selenoether/diselenide bond possess unique ability to produce reactive oxygen species, which further improve the cytotoxicity of these prodrugs. …”
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Enhanced ammonia decomposition using a Pd-Ag membrane reactor for high-purity hydrogen production by Erasmo Salvatore Napolitano, Cristina Italiano, Adele Brunetti, Minju Thomas, Antonio Vita, Giuseppe Barbieri

“…In this study, a Pd-Ag membrane reactor (MR) integrated with a lab-synthesized ruthenium catalyst supported on La2Ce2O7 was used for the efficient production and recovery of highly-pure hydrogen from ammonia decomposition. …”
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Double weighted k nearest neighbours for binary classification of high dimensional genomic data by Amjad Ali, Zardad Khan, Hailiang Du, Saeed Aldahmani

“…$$\hbox {DW}k\hbox {NN}$$ is specifically designed for gene expression data and incorporates feature weights derived from genes’ ability to express deferentially between classes. …”
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