Article

PRESGENE: A web server for PRediction of ESsential GENE using integrative machine learning strategies

2022-11-25

Abstract excerpt

Study of essential genes in disease-causing organisms has wide application in the prediction of therapeutic targets and exploring different clinical strategies. Predicting gene essentiality for large set of genes in non-model, less explored organisms is challenging. Computational methods that use machine learning (ML)-based strategies are popularly adopted for essential gene prediction as they provide key advantag...

Topics

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

Identifiers and source

Literature Corpus work: a4aef22f-a8fc-5b4b-86b6-0e37ac4806c2
DOI: 10.1101/2022.11.25.517801

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

PRESGENE: A web server for PRediction of ESsential GENE using integrative machine learning strategiesDOI 10.1101/2022.11.25.517801Read

DeepHE: Accurately Predicting Human Essential Genes based on Deep LearningSemantic proximity Read

A Deep Learning Framework for Predicting Human Essential Genes by Integrating Sequence and Functional dataSemantic proximity Read

Identifying essential genes across eukaryotes by machine learningSemantic proximity Read

CEG 2.0: an updated database of clusters of essential genes including eukaryotic organismsSemantic proximity Read

DeEPsnap: human essential gene prediction by integrating multi-omics dataSemantic proximity Read

Accurate prediction of human essential genes using only nucleotide composition and association informationSemantic proximity Read

DeEPsnap: human essential gene prediction by integrating multi-omics dataSemantic proximity Read

HELP: A computational framework for labelling and predicting human common and context-specific essential genesSemantic proximity Read

Expression-based prediction of human essential genes and candidate lncRNAs in cancer cellsSemantic proximity Read

Comprehensive prediction and analysis of human protein essentiality based on a pre-trained protein large language modelSemantic proximity Read

OGEE v3: Online GEne Essentiality database with increased coverage of organisms and human cell lines.Semantic proximity Read

Human essentiality genes and targeted oncology therapiesSemantic proximity Read