Article

Deep-Cloud: A Deep Neural Network-Based Approach for RNA-seq Gene Expression Analysis

2022-06-14

Abstract excerpt

<title>Abstract</title> <p>Background Presently, the field of differential expression analysis of RNA-seq data is still in its infancy with new approaches constantly being proposed. Combining deep neural networks to explore gene expression information in RNA-seq data provides a novel possibility in this field. Results This study focuses on the development of a deep neural network-based RNA-seq gene expression a...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 6b8183fc-5830-5c57-bc16-174e73739002
DOI: 10.21203/rs.3.rs-1663687/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Deep-Cloud: A Deep Neural Network-Based Approach for RNA-seq Gene Expression AnalysisDOI 10.21203/rs.3.rs-1663687/v1Read

DEGnext: classification of differentially expressed genes from RNA-seq data using a convolutional neural network with transfer learningSemantic proximity Read

Gene expression inference with deep learningSemantic proximity Read

Mining influential genes based on deep learningSemantic proximity Read

A Framework for the RNA-Seq Based Classification and Prediction of DiseaseSemantic proximity Read

A Systematic Review: Deep Learning for Analyzing Genomic Data to Discover Evolutionary PatternsSemantic proximity Read

Using Deep Learning for Gene Detection and Classification in Raw Nanopore SignalsSemantic proximity Read

LncDLSM: Identification of Long Non-coding RNAs with Deep Learning-based Sequence ModelSemantic proximity Read

Application of deep learning methods in biological networks.Semantic proximity Read

A new local covariance matrix estimation for the classification of gene expression profiles in RNA-Seq dataSemantic proximity Read

Hybrid BiGRU-BiLSTM Model for Robust Gene Sequence Classification: Leveraging K-Mer Preprocessing and Comprehensive EvaluationSemantic proximity Read

Interpretable Deep Learning Model Reveals Subsequences of Various Functions for Long Non-coding RNA IdentificationSemantic proximity Read

Predicting gene and protein expression levels from DNA and protein sequences with PerceiverSemantic proximity Read