Bioinformatics

Papers
(The H4-Index of Bioinformatics is 60. 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 2022-01-01 to 2026-01-01.)
ArticleCitations
The 2025 ISCB Accomplishments by a Senior Scientist Award—Dr Amos Bairoch1802
DivPro: diverse protein sequence design with direct structure recovery guidance1404
RVINN: a flexible modeling for inferring dynamic transcriptional and post-transcriptional regulation using physics-informed neural networks871
LPTD: a novel linear programming-based topology determination method for cryo-EM maps796
Integrated Genome Browser App Store768
CondiS web app: imputation of censored lifetimes for machine learning-based survival analysis477
deTELpy: Python package for high-throughput detection of amino acid substitutions in mass spectrometry datasets348
Memory-efficient, accelerated protein interaction inference with blocked, multi-GPU D-SCRIPT281
Statistical framework to determine indel-length distribution235
CompareM2 is a genomes-to-report pipeline for comparing microbial genomes219
MRDagent: iterative and adaptive parameter optimization for stable ctDNA-based MRD detection in heterogeneous samples166
getDNB: identifying dynamic network biomarkers of hepatocellular carcinoma from time-varying gene regulations utilizing graph embedding techniques for anomaly detection143
Mocafe: a comprehensive Python library for simulating cancer development with Phase Field Models140
Correction to: GTExVisualizer: a web platform for supporting ageing studies138
IntegrAlign: a comprehensive tool for multi-immunofluorescence panel integration through image alignment133
ProteinLIPs: a web server for identifying highly polar and poorly packed interfaces in proteins133
NOODAI: a webserver for network-oriented multi-omics data analysis and integration pipeline127
Completing gene trees without species trees in sub-quadratic time118
MAFFIN: metabolomics sample normalization using maximal density fold change with high-quality metabolic features and corrected signal intensities111
PANPROVA: pangenomic prokaryotic evolution of full assemblies111
Viral Diseases Explorer: a webtool to identify viral disease information derived from multiple LLMs107
ATLIGATOR: editing protein interactions with an atlas-based approach103
EvoAug-TF: extending evolution-inspired data augmentations for genomic deep learning to TensorFlow96
Icolos: a workflow manager for structure-based post-processing of de novo generated small molecules94
TRANSDIRE: data-driven direct reprogramming by a pioneer factor-guided trans-omics approach92
HelixGAN a deep-learning methodology for conditional de novo design of α-helix structures90
Reconstructing tumor clonal lineage trees incorporating single-nucleotide variants, copy number alterations and structural variations90
Increasing confidence in proteomic spectral deconvolution through mass defect89
SimPlot++: a Python application for representing sequence similarity and detecting recombination89
Accurate assembly of multiple RNA-seq samples with Aletsch87
FastDup: a scalable duplicate marking tool using speculation-and-test mechanism84
monaLisa: an R/Bioconductor package for identifying regulatory motifs81
Fragmentstein—facilitating data reuse for cell-free DNA fragment analysis78
Response to the letter to the editor: On the feasibility of dynamical analysis of network models of biochemical regulation78
Cross-species prediction of essential genes in insects78
insilicoSV: a flexible grammar-based framework for structural variant simulation and placement77
Exploring automatic inconsistency detection for literature-based gene ontology annotation76
Random field modeling of multi-trait multi-locus association for detecting methylation quantitative trait loci74
MetBP: a software tool for detection of interaction between metal ion–RNA base pairs73
skandiver: a divergence-based analysis tool for identifying intercellular mobile genetic elements72
Harnessing deep learning for proteome-scale detection of amyloid signaling motifs70
CANTATA—prediction of missing links in Boolean networks using genetic programming69
ProSynAR: a reference aware read merger69
The phers R package: using phenotype risk scores based on electronic health records to study Mendelian disease and rare genetic variants68
The ENDS of assumptions: an online tool for the epistemic non-parametric drug–response scoring68
Decomposing mosaic tandem repeats accurately from long reads68
Deep Local Analysis deconstructs protein–protein interfaces and accurately estimates binding affinity changes upon mutation68
MPBind: a multitask protein binding site predictor using protein language models and equivariant GNNs67
FastSCODE: an accelerated SCODE algorithm for inferring gene regulatory networks on manycore processors66
Aclust2.0: a revamped unsupervised R tool for Infinium methylation beadchips data analyses66
WMDS.net: a network control framework for identifying key players in transcriptome programs65
DRUMMER—rapid detection of RNA modifications through comparative nanopore sequencing65
PyLiger: scalable single-cell multi-omic data integration in Python65
Floria: fast and accurate strain haplotyping in metagenomes63
GMNN2CD: identification of circRNA–disease associations based on variational inference and graph Markov neural networks62
Inference of 3D genome architecture by modeling overdispersion of Hi-C data62
From high-throughput evaluation to wet-lab studies: advancing mutation effect prediction with a retrieval-enhanced model62
Evidential meta-model for molecular property prediction61
MICER: a pre-trained encoder–decoder architecture for molecular image captioning60
The FASTQ+ format and PISA60
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