SHP2-Mediated Signal Networks in Stem Cell Homeostasis and Dysfunction by Chen Kan, Fan Yang, Siying Wang

“…Src homology region 2- (SH2-) containing protein tyrosine phosphatase 2 (SHP-2), a nonreceptor protein tyrosine phosphatase encoded by protein tyrosine phosphatase nonreceptor type 11 gene (PTPN11), regulates multicellular differentiation, proliferation, and survival through numerous conserved signal pathways. …”
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Complex regulation of Cav2.2 N-type Ca2+ channels by Ca2+ and G-proteins. by Jessica R Thomas, Jinglang Sun, Juan De la Rosa Vazquez, Amy Lee

“…Our results highlight the complexity whereby Cav2.2 channels integrate G-protein signaling pathways, which may enrich the information encoding potential of chemical synapses in the nervous system.…”
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Ensemble learning-based predictor for driver synonymous mutation with sequence representation. by Chuanmei Bi, Yong Shi, Junfeng Xia, Zhen Liang, Zhiqiang Wu, Kai Xu, Na Cheng

“…In this study, we initially investigate the impact of sequence-based features, including DNA shape, physicochemical properties and one-hot encoding of nucleotides, and deep learning-derived features from pre-trained chemical molecule language models based on BERT. …”
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Cloning, Characterization and Expression Pattern of the Ovarian Cytochrome P450 Cyp19a1aGene in Gonadal Developmental Period of Cobaltcap Silverside Hypoatherina tsurugae by Dilip Kumar Bej

“…It consists of an open reading frame (ORF) of 1551 bp that encodes a 517 aa protein, found to be identical to the sequence of other fish species. …”
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Efficient Load Forecasting Optimized by Fuzzy Programming and OFDM Transmission by Sandeep Sachdeva, Maninder Singh, U. P. Singh, Ajat Shatru Arora

“…For further reducing the error, Orthogonal Frequency Division Multiplexing (OFDM) can be used with Reed-Solomon (RS) encoding. Further studies are going on with Fuzzy Regression methods to reduce the error more.…”
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Dynamic Circuit Specialisation for Key-Based Encryption Algorithms and DNA Alignment by Tom Davidson, Fatma Abouelella, Karel Bruneel, Dirk Stroobandt

“…Next, we show the possible gains in encryption applications using an AES encoder. Our AES design shows a 20.6% area gain compared to an unoptimized hardware implementation and a 5.3% gain compared to a manually optimized third-party hardware implementation. …”
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Hyperbolic Graph Convolutional Network Relation Extraction Model Combining Dependency Syntax and Contrastive Learning by Jinzhe Li

“…Additionally, traditional pre-training encoders have issues such as an overly centralized representation of word embedding for high-frequency words, which adversely affects the model to learn contextual semantic information. …”
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Enhancing Image-Based JPEG Compression: ML-Driven Quantization via DCT Feature Clustering by Shahrzad Sabzavi, Reza Ghaderi

“…In this study, an auto-encoder neural network is utilized to extract DCT features from images. …”
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An Effective Self-Attention-Based Hybrid Model for Short-Term Traffic Flow Prediction by Zhihong Li, Xiaoyu Wang, Kairan Yang

“…The proposed model includes an encoder-decoder neural network module and a self-attention mechanism module. …”
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A novel broad-spectrum bacteriophage cocktail against methicillin-resistant Staphylococcus aureus: Isolation, characterization, and therapeutic potential in a mastitis mouse model. by Maryam Banar, Haniyeh Kamyab, Narges Torkashvand, Taghi Zahraei Salehi, Zargham Sepehrizadeh, Ahmad Reza Shahverdi, Mohammad Reza Pourmand, Mohammad Hossein Yazdi

“…In silico analyses have confirmed the absence of antimicrobial resistance or virulence factor-encoding genes within their genomes. According to the results, combining these phages augmented their host range and virulence. …”
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PTF-SimCM: A Simple Contrastive Model with Polysemous Text Fusion for Visual Similarity Metric by Xinpan Yuan, Xinxin Mao, Wei Xia, Zhiqi Zhang, Shaojun Xie, Chengyuan Zhang

“…We apply a cross-modal model for text modality rather than a standard unimodal text encoder to improve late fusion productivity. In addition, the proposed model employs Sentence PIE-Net to solve the issue caused by polysemous sentences. …”
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A radix‐8 modulo 2n multiplier using area and power‐optimized hard multiple generator by Naveen Kr. Kabra, Zuber M. Patel

“…When the radix‐8 booth‐encoded technique is adopted to design this kind of multipliers, the hard multiple generator is crucial in terms of area, power, and delay. …”
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Dual Embedding Transformer Network for Hyperspectral Unmixing by Huadong Yang, Chengbi Zhang

“…To achieve the spatial and spectral feature representation of hyperspectral images, we propose a dual embedding transformer network (DET-Net) based on an encoder-decoder architecture, which utilizes two transformer modules, including three-view spatial attention (TVA) module with 2-D embedding and multiscale spectral band group feature fusion (BGF) module with 3-D embedding to accomplish the task of hyperspectral unmixing. …”
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Sparse Representation-Based LDCT Image Quality Assessment Using the JND Model by Mo Shen, Rongrong Sun, Wen Ye

“…Subsequently, noticeable patches of the image are encoded via sparse representation, followed by max pooling to obtain sparse features. …”
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Landscape Of HOXA Genes Methylation in Colorectal Cancer by Muhiddin Ishak, Rashidah Baharudin, Loh Teng-Hern Tan, Learn-Han Lee, Nurul-Syakima Ab Mutalib

“…The HOXA gene cluster is a family of Homeobox A genes encoding transcriptional regulators that play vital roles in cancer susceptibility and progression. …”
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Structure preserved ordinal unsupervised domain adaptation by Qing Tian, Canyu Sun

“…More specifically, on one hand, the global structure information was modeled and embedded into an auto-encoder framework via a low-rank transferred structure matrix. …”
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Evaluation of Machine Learning and Ensemble Learning Models for Classification Using Delivery Data by İrem Karakaya

“…Data preprocessing steps include handling missing values, encoding categorical variables, calculating geospatial distances, and normalizing data. …”
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MKER: multi-modal knowledge extraction and reasoning for future event prediction by Chenghang Lai, Shoumeng Qiu

“…This framework is built on an encoder-decoder structure with three essential components: a visual language reasoning module, an adaptive cross-modality feature fusion module, and a future event description generation module. …”
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Conditional KCa3.1-transgene induction in murine skin produces pruritic eczematous dermatitis with severe epidermal hyperplasia and hyperkeratosis. by Javier Lozano-Gerona, Aida Oliván-Viguera, Pablo Delgado-Wicke, Vikrant Singh, Brandon M Brown, Elena Tapia-Casellas, Esther Pueyo, Marta Sofía Valero, Ángel-Luis Garcia-Otín, Pilar Giraldo, Edgar Abarca-Lachen, Joaquín C Surra, Jesús Osada, Kirk L Hamilton, Siba P Raychaudhuri, Miguel Marigil, Ángeles Juarranz, Heike Wulff, Hiroto Miura, Yolanda Gilaberte, Ralf Köhler

“…Here, we explored the consequences of genetically encoded induction of the cell volume-regulating Ca2+-activated KCa3.1 channel (Kcnn4) for murine epidermal homeostasis. …”
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Interactions of N- and C-terminal parts of Ana1 permitting centriole duplication but not elongation by Agota Nagy, Levente Kovacs, Helene Rangone, Jingyan Fu, Mark Ladinsky, David M. Glover

“…Here, we show that mutant alleles encoding overlapping N- and C-terminal parts of Ana1 are capable of intragenic complementation to rescue radial expansion. …”
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