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4821
Homeobox genes encoding WOX transcription factors in the flowering parasitic plant Monotropa hypopitys
Published 2017-04-01“…The evolution of WOX genes is considered to be one of the main reasons for flower morphology and plant architecture diversity. The stem cell regulation mechanism is considered to be conserved among flowering plants and most thoroughly studied in Arabidopsis thaliana as a model. …”
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4822
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4823
The Explanation of Urban System Transformations in the Tehran\'s megalopolis region
Published 2022-06-01Get full text
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4824
Simulation of cold storage process via Galerkin approach implementing nanoparticles
Published 2025-02-01Get full text
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A multi-scale rotated ship targets detection network for remote sensing images in complex scenarios
Published 2025-01-01“…The network adopts a CNN-Transformer hybrid architecture for collaborative feature extraction and integrates our proposed Coordinate-Aware Pyramid Feature Aggregation module (CAPP). …”
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4828
Ensemble Deep Learning Object Detection Fusion for Cell Tracking, Mitosis, and Lineage
Published 2024-01-01“…EDNet uses an ensemble approach for 2D cell detection that is deep-architecture-agnostic and achieves state-of-the-art performance surpassing single-model YOLO and FasterRCNN convolutional neural networks. …”
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Multi task opinion enhanced hybrid BERT model for mental health analysis
Published 2025-01-01“…With the help of TextBlob and SciPy, we extracted opinions and dynamically constructed new opinion embeddings to complement the pre-trained BERT model. Using a hybrid architecture, these embeddings are integrated with the contextual embeddings of BERT, whereby the CNN and BiGRU layers collected local and sequential characteristics. …”
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4832
Physics Informed Neural Networks for Modeling Large-Scale Wind Driven Ocean Circulation
Published 2025-01-01“…By integrating the Stommel and Stommel-Munk models into the neural network framework, the neural network provides a viable alternative to traditional numerical methods for simulating ocean circulation. The architecture of the neural network was systematically optimized through hyperparameter tuning, including the selection of optimizers, activation functions, network configurations, and learning rate schedulers to ensure stable convergence and minimize fluctuations in training loss. …”
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4833
A machine learning based algorithm accurately stages liver disease by quantification of arteries
Published 2025-01-01“…Abstract A major histologic feature of cirrhosis is the loss of liver architecture with collapse of tissue and vascular changes per unit. …”
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4834
InceptionDTA: Predicting drug-target binding affinity with biological context features and inception networks
Published 2025-02-01“…InceptionDTA utilizes a multi-scale convolutional architecture based on the Inception network to capture features at various spatial resolutions, enabling the extraction of both local and global features from protein sequences and drug SMILES. …”
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Modeling of CO2 solubility and partial pressure in blended diisopropanolamine and 2-amino-2-methylpropanol solutions via response surface methodology and artificial neural network
Published 2025-01-01“…The multilayer perceptron (MLP) architecture demonstrated strong correlation capabilities, featuring one hidden layer with 10 and 5 neurons, respectively. …”
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Proteogenomic analysis reveals Arp 2/3 complex as a common molecular mechanism in high risk pancreatic cysts and pancreatic cancer
Published 2025-01-01“…This study investigates the genetic architecture of benign pancreatic cysts and its potential connection to PC using genome-wide association studies (GWAS). …”
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4840