Bioinformatics

Papers
(The H4-Index of Bioinformatics is 58. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-11-01 to 2025-11-01.)
ArticleCitations
The 2025 ISCB Accomplishments by a Senior Scientist Award—Dr Amos Bairoch1692
DivPro: diverse protein sequence design with direct structure recovery guidance1228
RVINN: a flexible modeling for inferring dynamic transcriptional and post-transcriptional regulation using physics-informed neural networks808
LPTD: a novel linear programming-based topology determination method for cryo-EM maps735
Integrated Genome Browser App Store706
PANPROVA: pangenomic prokaryotic evolution of full assemblies395
CondiS web app: imputation of censored lifetimes for machine learning-based survival analysis329
ATLIGATOR: editing protein interactions with an atlas-based approach298
TRANSDIRE: data-driven direct reprogramming by a pioneer factor-guided trans-omics approach247
CompareM2 is a genomes-to-report pipeline for comparing microbial genomes234
MRDagent: iterative and adaptive parameter optimization for stable ctDNA-based MRD detection in heterogeneous samples218
getDNB: identifying dynamic network biomarkers of hepatocellular carcinoma from time-varying gene regulations utilizing graph embedding techniques for anomaly detection199
MAFFIN: metabolomics sample normalization using maximal density fold change with high-quality metabolic features and corrected signal intensities157
Increasing confidence in proteomic spectral deconvolution through mass defect128
monaLisa: an R/Bioconductor package for identifying regulatory motifs127
Mocafe: a comprehensive Python library for simulating cancer development with Phase Field Models123
EvoAug-TF: extending evolution-inspired data augmentations for genomic deep learning to TensorFlow120
Statistical framework to determine indel-length distribution116
Correction to: GTExVisualizer: a web platform for supporting ageing studies111
Detecting spatially co-expressed gene clusters with functional coherence by graph-regularized convolutional neural network106
ProteinLIPs: a web server for identifying highly polar and poorly packed interfaces in proteins100
Icolos: a workflow manager for structure-based post-processing of de novo generated small molecules99
Accurate assembly of multiple RNA-seq samples with Aletsch94
HelixGAN a deep-learning methodology for conditional de novo design of α-helix structures94
deTELpy: Python package for high-throughput detection of amino acid substitutions in mass spectrometry datasets91
Completing gene trees without species trees in sub-quadratic time86
Memory-efficient, accelerated protein interaction inference with blocked, multi-GPU D-SCRIPT86
Scalable inference and identifiability of kinetic parameters for transcriptional bursting from single cell data86
Reconstructing tumor clonal lineage trees incorporating single-nucleotide variants, copy number alterations and structural variations85
SimPlot++: a Python application for representing sequence similarity and detecting recombination84
Idéfix: identifying accidental sample mix-ups in biobanks using polygenic scores82
The ENDS of assumptions: an online tool for the epistemic non-parametric drug–response scoring81
Fragmentstein—facilitating data reuse for cell-free DNA fragment analysis76
Estimation of cancer cell fractions and clone trees from multi-region sequencing of tumors75
trfermikit: a tool to discover VNTR-associated deletions74
Inference of 3D genome architecture by modeling overdispersion of Hi-C data74
Cross-species prediction of essential genes in insects74
Exploring automatic inconsistency detection for literature-based gene ontology annotation73
Response to the letter to the editor: On the feasibility of dynamical analysis of network models of biochemical regulation73
Aclust2.0: a revamped unsupervised R tool for Infinium methylation beadchips data analyses70
Random field modeling of multi-trait multi-locus association for detecting methylation quantitative trait loci70
MetBP: a software tool for detection of interaction between metal ion–RNA base pairs66
skandiver: a divergence-based analysis tool for identifying intercellular mobile genetic elements66
From high-throughput evaluation to wet-lab studies: advancing mutation effect prediction with a retrieval-enhanced model65
Harnessing deep learning for proteome-scale detection of amyloid signaling motifs65
Perceiver CPI: a nested cross-attention network for compound–protein interaction prediction64
CANTATA—prediction of missing links in Boolean networks using genetic programming64
hapCon: estimating contamination of ancient genomes by copying from reference haplotypes64
Floria: fast and accurate strain haplotyping in metagenomes64
Erratum to: GADGETS: a genetic algorithm for detecting epistasis using nuclear families63
DeepPerVar: a multi-modal deep learning framework for functional interpretation of genetic variants in personal genome63
RNAsolo: a repository of cleaned PDB-derived RNA 3D structures62
DeepSVP: integration of genotype and phenotype for structural variant prioritization using deep learning61
bollito: a flexible pipeline for comprehensive single-cell RNA-seq analyses59
ADViSELipidomics: a workflow for analyzing lipidomics data59
Group-walk: a rigorous approach to group-wise false discovery rate analysis by target-decoy competition59
MICER: a pre-trained encoder–decoder architecture for molecular image captioning58
MAGUS+eHMMs: improved multiple sequence alignment accuracy for fragmentary sequences58
ProSynAR: a reference aware read merger58
PyLiger: scalable single-cell multi-omic data integration in Python58
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