A deep learning ICDNET architecture for efficient classification of histopathological cancer cells using Gaussian noise images by Hui Zong, Wenlong An, Xin Chen, Zhanhui Yang, Heng Zhou, Xiangchao Liu, Jianchu Lin, Chuanyue Zong

“…To address this issue, this study introduces a new hybrid network model, termed ICDNET, designed to fuse global and local features without destroying the integrity of the feature data, thus enhancing the accuracy of medical image classification. …”
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Fundus Images-Based Detection and Grading of Macular Edema Using Robust Macula Localization by Adeel M. Syed, M. Usman Akram, Tahir Akram, Muhammad Muzammal, Shehzad Khalid, Muazzam Ahmed Khan

“…The proposed system uses different hybrid features and support vector machines for segmentation of exudates. …”
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Unlocking the potential of azide-phosphine Staudinger reaction for the synthesis of poly(arylene iminophosphorane)s and materials therefrom by Tomaž Kotnik, Antoine Debuigne, Julien De Winter, Matej Huš, Albin Pintar, Sebastijan Kovačič

“…Finally, we demonstrate the broad applicability of these polymers by processing them into glassy films, creating foam-like structures and synthesizing metallo-polymer hybrids.…”
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Integration research of blockchain and social networks in rural management systems under fuzzy cognitive environment by Wencun Wang, Jun Yao, Di Zhao, Can Huang

“…The system automatically invokes the Matlab dynamic link library and employs a hybrid genetic algorithm to plan delivery routes. …”
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Conformational and Functional Properties of Soybean Proteins Produced by Extrusion-Hydrolysis Approach by Wenjun Ma, Baokun Qi, Rokayya Sami, Lianzhou Jiang, Yang Li, Hui Wang

“…The conformational and functional changes of soybean protein after a hybrid extrusion-hydrolysis method were evaluated. …”
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OsSLI1, a Homeodomain Containing Transcription Activator, Involves Abscisic Acid Related Stress Response in Rice (Oryza sativa L.) by Xi Huang, Min Duan, Jiakai Liao, Xi Yuan, Hui Chen, Jiejie Feng, Ji Huang, Hong-Sheng Zhang

“…The OsSLI1-GFP fusion protein was localized in the nucleus of rice protoplast cells and the transcriptional activity of OsSLI1 was confirmed by the yeast hybrid system. Further, it was found that OsSLI1 expression was enhanced in an ABI5-Like1 (ABL1) deficiency rice mutant abl1 under stress conditions, suggesting that ABL1 probably negatively regulates OsSLI1 gene expression. …”
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A review of simulation and modeling approaches in microbiology by A. I. Klimenko, Z. S. Mustafin, A. D. Chekantsev, R. K. Zudin, Yu. G. Matushkin, S. A. Lashin

“…It is shown that although the trend for using multiscale/hybrid models prevails, the integration between models concerning different levels of biological organization of communities still remains a problem to be solved. …”
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Immunostimulatory Effects of Guanine-Quadruplex Topologies as Scaffolds for CpG Oligodeoxynucleotides by Soumitra Pathak, Nguyen Bui Thao Le, Taiji Oyama, Yusuke Odahara, Atsuya Momotake, Kazunori Ikebukuro, Chiho Kataoka-Hamai, Chiaki Yoshikawa, Kohsaku Kawakami, Yoshihisa Kaizuka, Tomohiko Yamazaki

“…G4 structures can form in parallel, anti-parallel, or hybrid topologies, depending on strand orientation, but the effects of these topologies on CpG ODNs have not yet been explored. …”
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The use of the primary structure of the ITS1–ITS2 region for species identification in some submerged aquatic macrophytes of the genus <i>Stuckenia</i> by A. V. Mglinets, О. E. Kosterin

“…We suppose that these samples were S. pectinata type B, S. macrocarpa and their hybrids.…”
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Natural repeated backcrosses lead to triploidy and tetraploidy in parthenogenetic butterfly lizards (Leiolepis: Agamidae) by Eduard Galoyan, Roman Nazarov, Marie Altmanová, Sergey Matveevsky, Ivan Kropachev, Dmitrij Dedukh, Eugene Iryshkov, Mark Pankin, Natalia Sopilko, Oleg Nikolaev, Nikolai Orlov, Marine Arakelyan, Jiří Klíma, Evgeniya Solovyeva, Tao Nguyen, Lukáš Kratochvíl

“…Contrary to previous proposals, we document that parthenogenetic L. guentherpetersi has mitochondrial DNA and two haploid sets from L. guttata and one from L. reevesii, suggesting that it is the result of a backcross of a parthenogenetic L. guttata × L. reevesii hybrid with a L. guttata male increasing ploidy from 2n to 3n. …”
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The SsDREB Transcription Factor from the Succulent Halophyte Suaeda salsa Enhances Abiotic Stress Tolerance in Transgenic Tobacco by Xu Zhang, Xiaoxue Liu, Lei Wu, Guihong Yu, Xiue Wang, Hongxiang Ma

“…This protein was classified in the A-6 group of DREB subfamily based on multiple sequence alignments and phylogenetic characterization. Yeast one-hybrid assays showed that SsDREB protein specifically binds to the DRE sequence and could activate the expression of reporter genes in yeast, suggesting that the SsDREB protein was a CBF/DREB transcription factor. …”
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Preclinical assessment of splicing modulation therapy for ABCA4 variant c.768G>T in Stargardt disease by Dyah W. Karjosukarso, Femke Bukkems, Lonneke Duijkers, Tomasz Z. Tomkiewicz, Julia Kiefmann, Andrei Sarlea, Sander Bervoets, Irene Vázquez-Domínguez, Laurie L. Molday, Robert S. Molday, Mihai G. Netea, Carel B. Hoyng, Alejandro Garanto, Rob W. J. Collin

“…Results Testing of these AONs in patient-derived photoreceptor precursor cells and retinal organoids allow the selection of a lead candidate AON (A7 21-mer) that rescues on average 52% and 50% expression of wild-type ABCA4 transcript and protein, respectively. In situ hybridization and probe-based ELISA demonstrate its distribution and stability in vitro and in vivo. …”
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Remote Wind Turbine Inspections: Exploring the Potential of Multimodal Drones by Ahmed Omara, Adel Nasser, Ahmad Alsayed, Mostafa R. A. Nabawy

“…Whilst each of these design categories comes with different trade-offs, both should be considered for an effective hybrid design to create a more optimal system. Finally, the use of sensor fusion within techniques such as GPS and LiDAR SLAM enables high navigation performances while simultaneously utilising these sensors to conduct the inspection tasks.…”
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Sequentially Activated Smart DNA Nanospheres for Photoimmunotherapy and Immune Checkpoint Blockade by Yu Chen, Yu Guo, Wen Cheng, Jiahao Fan, Jiacheng Li, Jiajia Song, Xiaohai Yang, Kemin Wang, Jin Huang

“…The multifunctional NS incorporate a targeting module for programming aptamers, a response module for programming i‐motif and DNA/RNA hybrid sequences, and a therapeutic module for packaging photosensitizers and PD‐L1 siRNA. …”
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Design of Morlet Wavelet Neural Networks for Solving the Nonlinear Van der Pol–Mathieu–Duffing Oscillator Model by Ali Hasan Ali, Muhammad Amir, Jamshaid Ul Rahman, Ali Raza, Ghassan Ezzulddin Arif

“…Then, we apply a novel hybrid approach combining WCA and ABC to optimize this fitness function, and determine the optimal weight and biases for MWNN. …”
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Successful Traceability of Wildlife Samples Contributes to Wildlife Conservation: A Case Study of Tracing the Snub-Nosed Monkey (<i>Rhinopithecus</i> spp.) by Xibo Wang, Ying Shen, Yang Teng, Ruifeng Wu, Shuhao Liu, Jilai Zhao, Can Hu, Ming Li, Huijuan Pan, Jiwei Qi

“…These species are known for sex-biased dispersal and hybrid speciation, which complicates genealogy tracing. …”
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Multi-level representation learning via ConvNeXt-based network for unaligned cross-view matching by Fangli Guan, Nan Zhao, Zhixiang Fang, Ling Jiang, Jianhui Zhang, Yue Yu, Haosheng Huang

“…Finally, we created a new hybrid loss function to better limit these features and assist in mining crucial data regarding global features. …”
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Thinning Intensity and Pruning Impacts on Eucalyptus Plantations in Brazil by Gilciano Saraiva Nogueira, Peter L. Marshall, Helio Garcia Leite, João Carlos Chagas Campos

“…A thinning intensity experiment using the Eucalyptus grandis × E. urophylla hybrid was conducted at three sites in Bahia State, Brazil. …”
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Porous Collagen Scaffold Reinforced with Surfaced Activated PLLA Nanoparticles by Cancan Xu, Wei Lu, Shaoquan Bian, Jie Liang, Yujiang Fan, Xingdong Zhang

“…Compared with the pure collagen sponge, the number of cells in hybrid scaffolds greatly increased with the increment of incorporated nanoparticles. …”
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Antimicrobial membranes based on polycaprolactone:pectin blends reinforced with zeolite faujasite for cloxacillin-controlled release by Bárbara Bernardi, João Otávio Donizette Malafatti, Ailton José Moreira, Andressa Cristina de Almeida Nascimento, Juliana Bruzaca Lima, Lilian Aparecida Fiorini Vermeersch, Elaine Cristina Paris

“…These results prove that obtaining a hybrid fiber (polymer-zeolite) to incorporate drugs to be released in a controlled manner was successfully achieved. …”
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