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Application of Bioinformatics in Cancers

This collection of 25 research papers comprised of 22 original articles and 3 reviews is brought together from international leaders in bioinformatics and biostatistics. The collection highlights recent computational advances that improve the ability to analyze highly complex data sets to identify f...

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Autor principal: Brenner, J. Chad
Formato: Online
Idioma:inglês
Publicado em: MDPI - Multidisciplinary Digital Publishing Institute 2021
Assuntos:
TP248.13-248.65
T1-995
cancer treatment
extreme learning
independent prognostic power
AID/APOBEC
HP
gene inactivation biomarkers
biomarker discovery
chemotherapy
artificial intelligence
epigenetics
comorbidity score
denoising autoencoders
protein
single-biomarkers
gene signature extraction
high-throughput analysis
concatenated deep feature
feature selection
differential gene expression analysis
colorectal cancer
ovarian cancer
multiple-biomarkers
gefitinib
cancer biomarkers
classification
cancer biomarker
mutation
hierarchical clustering analysis
HNSCC
cell-free DNA
network analysis
drug resistance
hTERT
variable selection
KRAS mutation
single-cell sequencing
network target
skin cutaneous melanoma
telomeres
Neoantigen Prediction
datasets
clinical/environmental factors
StAR
PD-L1
miRNA
circulating tumor DNA (ctDNA)
false discovery rate
predictive model
Computational Immunology
brain metastases
observed survival interval
next generation sequencing
brain
machine learning
cancer prognosis
copy number aberration
mutable motif
steroidogenic enzymes
tumor
mortality
tumor microenvironment
somatic mutation
transcriptional signatures
omics profiles
mitochondrial metabolism
Bufadienolide-like chemicals
cancer-related pathways
intratumor heterogeneity
estrogen
locoregionally advanced
RNA
feature extraction and interpretation
treatment de-escalation
activation induced deaminase
knockoffs
R package
copy number variation
gene loss biomarkers
cancer CRISPR
overall survival
histopathological imaging
self-organizing map
Network Analysis
oral cancer
biostatistics
firehose
Bioinformatics tool
alternative splicing
biomarkers
diseases genes
histopathological imaging features
imaging
TCGA
decision support systems
The Cancer Genome Atlas
molecular subtypes
molecular mechanism
omics
curative surgery
network pharmacology
methylation
bioinformatics
neurological disorders
precision medicine
cancer modeling
miRNAs
breast cancer detection
functional analysis
biomarker signature
anti-cancer
hormone sensitive cancers
deep learning
DNA sequence profile
pancreatic cancer
telomerase
Monte Carlo
mixture of normal distributions
survival analysis
tumor infiltrating lymphocytes
curation
pathophysiology
GEO DataSets
head and neck cancer
gene expression analysis
erlotinib
meta-analysis
traditional Chinese medicine
breast cancer
TCGA mining
breast cancer prognosis
microarray
DNA
interaction
health strengthening herb
cancer
genomic instability
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TC Biochemical engineering::TCB Biotechnology
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