Article

Reboot: a straightforward approach to identify genes and splicing isoforms associated with cancer patient prognosis

2020-08-18

Abstract excerpt

Nowadays, the massive amount of data generated by modern sequencing technologies provides an unprecedented opportunity to find genes associated with cancer patient prognosis, connecting basic and translational research. However, treating high dimensionality of gene expression data and integrating it with clinical variables are major challenges to carry out these analyses. Here, we present Reboot, an original and e...

Topics

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

Identifiers and source

Literature Corpus work: bf89b1fe-ddad-5c0b-8600-7f4934c73fe2
DOI: 10.1101/2020.08.18.255752

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Reboot: a straightforward approach to identify genes and splicing isoforms associated with cancer patient prognosisDOI 10.1101/2020.08.18.255752Read

Reboot: a straightforward approach to identify genes and splicing isoforms associated with cancer patient prognosisSemantic proximity Read

Generalizable transcriptome-based tumor malignant level evaluation and molecular subtyping towards precision oncology.Semantic proximity Read

Pan-cancer evaluation of gene expression and somatic alteration data for cancer prognosis predictionSemantic proximity Read

Deep Learning based multi-omics integration robustly predicts survival in liver cancerSemantic proximity Read

Construction and validation of a novel gene signature for predicting the prognosis of osteosarcomaSemantic proximity Read

Comprehensive analysis of prognosis markers with molecular features derived from pan-cancer whole-genome sequences.Semantic proximity Read

DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics dataSemantic proximity Read

Integrating transcriptomics, single-cell omics, and deep learning-based histopathological features to identify OLFML3 as in bladder cancerSemantic proximity Read

Identification of IGF2BP2 as a Prognostic Biomarker and Immunotherapeutic Target Based on Alternative Splicing Events in GlioblastomaSemantic proximity Read

BAMBI: Integrative <i>b</i> iostatistical and <i>a</i> rtificial-intelligence <i>m</i> odels discover coding and non-coding RNA genes as <i>bi</i> omarkersSemantic proximity Read

A Novel Six-mRNA Signature Predicts Survival of Patients With Glioblastoma MultiformeSemantic proximity Read

BEST: a web application for comprehensive biomarker exploration on large-scale data in solid tumorsSemantic proximity Read