NCBI Papers with Code

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CNN

Dual CNN for Relation Extraction with Knowledge-Based Attention and Word Embeddings Paper: Code:

CNN-BLPred: a Convolutional neural network based predictor for β-Lactamases (BL) and their classes Paper: Code:

Design of deep convolutional networks for prediction of image rapid serial visual presentation events Paper: Code:

A simple convolutional neural network for prediction of enhancer-promoter interactions with DNA sequence data Paper: Code:

A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition Paper: Code:

GRAM-CNN: a deep learning approach with local context for named entity recognition in biomedical text Paper: Code:

Simple tricks of convolutional neural network architectures improve DNA-protein binding prediction Paper: Code:

EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation Paper: Code:

Multi-timescale drowsiness characterization based on a video of a driver's face Paper: Code:

CLoDSA: a tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks Paper: Code:

Deep learning with convolutional neural networks for EEG decoding and visualization Paper: Code: Code:

Rice/Paddy Classification

Classifying Oryza sativa accessions into Indica and Japonica using logistic regression model with phenotypic data Paper: Code:

SNNRice6mA: A Deep Learning Method for Predicting DNA N6-Methyladenine Sites in Rice Genome Paper: Code:

Automatic estimation of heading date of paddy rice using deep learning Paper: Code:

Distillation of crop models to learn plant physiology theories using machine learning Paper: Code:

Evaluating remote sensing datasets and machine learning algorithms for mapping plantations and successional forests in Phnom Kulen National Park of Cambodia Paper: Code:

PlantCV v2: Image analysis software for high-throughput plant phenotyping Paper: Code:

Crop Yield Prediction Using Deep Neural Networks Paper: Code:

Using Deep Learning for Image-Based Plant Disease Detection Paper: Code:

Deep Plant Phenomics: A Deep Learning Platform for Complex Plant Phenotyping Tasks Paper: Code:

DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning Paper: Code: