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Liquidhope: methylome and genomic profiling from very limited quantities of plasma -derived DNA

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (1)

Analysis of the methylome of tumor cell -free deoxyribonucleic acid (DNA; cfDNA) has emerged as a powerful non-invasive technique for cancer subtyping......

Linear: a framework to enable existing software to resolve structural variants in long reads with flexible and efficient alignment-free statistical models

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (2)

Alignment is the cornerstone of many long-read pipelines and plays an essential role in resolving structural variants (SVs). However, forced alignment......

UNMF: a unified nonnegative matrix factorization for multi-dimensional omics data

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (5)

Factor analysis, ranging from principal component analysis to nonnegative matrix factorization, represents a foremost approach in analyzing multi-dime......

The five pillars of computational reproducibility: bioinformatics and beyond

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (6)

Computational reproducibility is a simple premise in theory, but is difficult to achieve in practice. Building upon past efforts and proposals to maxi......

Concepts and methods for transcriptome-wide prediction of chemical messenger RNA modifications with machine learning

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (3)

The expanding field of epitranscriptomics might rival the epigenome in the diversity of biological processes impacted. In recent years, the developmen......

miWords: transformer-based composite deep learning for highly accurate discovery of pre-miRNA regions across plant genomes

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (2)

Discovering pre-microRNAs (miRNAs) is the core of miRNA discovery. Using traditional sequence/structural features, many tools have been published to d......

Sequence-based prediction of pH-dependent protein solubility using CamSol

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (2)

Solubility is a property of central importance for the use of proteins in research in molecular and cell biology and in applications in biotechnology ......

FLAN: feature-wise latent additive neural models for biological applications

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (3)

Motivation: Interpretability has become a necessary feature for machine learning models deployed in critical scenarios, e.g. legal system, healthcare.......

MITNet: a fusion transformer and convolutional neural network architecture approach for T-cell epitope prediction

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (4)

Classifying epitopes is essential since they can be applied in various fields, including therapeutics, diagnostics and peptide-based vaccines. To dete......

A systematic review of computational methods for designing efficient guides for CRISPR DNA base editor systems

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (4)

In only a few years, as a breakthrough technology, clustered regularly interspaced short palindromic repeats/CRISPR-associated protein (CRISPR/Cas) ge......

Concept drift detection in toxicology datasets using discriminative subgraph-based drift detector

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (1)

Due to the increasing importance of graphs and graph streams in data representation in today's era, concept drift detection in graph streaming scenari......

Vir2Drug: a drug repurposing framework based on protein similarities between pathogens

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (1)

We draw from the assumption that similarities between pathogens at both pathogen protein and host protein level, may provide the appropriate framework......

Dimensionality reduction approach for many -objective epistasis analysis

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (1)

In epistasis analysis, single -nucleotide polymorphism-single -nucleotide polymorphism interactions (SSIs) among genes may, alongside other environmen......

Predicting chromosomal compartments directly from the nucleotide sequence with DNA-DDA

期刊: BRIEFINGS IN BIOINFORMATICS, 2023; 24 (4)

Three-dimensional (3D) genome architecture is characterized by multi-scale patterns and plays an essential role in gene regulation. Chromatin conforma......

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