Bioinformatics

Papers
(The H4-Index of Bioinformatics is 50. 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 2022-06-01 to 2026-06-01.)
ArticleCitations
DivPro: diverse protein sequence design with direct structure recovery guidance2180
RVINN: a flexible modeling for inferring dynamic transcriptional and post-transcriptional regulation using physics-informed neural networks1807
CondiS web app: imputation of censored lifetimes for machine learning-based survival analysis1029
Correction to: GTExVisualizer: a web platform for supporting ageing studies621
ProteinLIPs: a web server for identifying highly polar and poorly packed interfaces in proteins408
IntegrAlign: a comprehensive tool for multi-immunofluorescence panel integration through image alignment344
NOODAI: a webserver for network-oriented multi-omics data analysis and integration pipeline222
deTELpy: Python package for high-throughput detection of amino acid substitutions in mass spectrometry datasets176
Memory-efficient, accelerated protein interaction inference with blocked, multi-GPU D-SCRIPT142
CompareM2 is a genomes-to-report pipeline for comparing microbial genomes134
MRDagent: iterative and adaptive parameter optimization for stable ctDNA-based MRD detection in heterogeneous samples122
Mixtum: a graphical tool for two-way admixture analysis in population genetics based on f -statistics103
Accurate assembly of multiple RNA-seq samples with Aletsch103
Viral Diseases Explorer: a webtool to identify viral disease information derived from multiple LLMs103
FastDup: a scalable duplicate marking tool using speculation-and-test mechanism98
FracFixR: a compositional statistical framework for absolute proportion estimation between fractions in RNA sequencing data93
From genes to trajectories: mapping genetic influences on Huntington’s disease progression86
getDNB: identifying dynamic network biomarkers of hepatocellular carcinoma from time-varying gene regulations utilizing graph embedding techniques for anomaly detection85
MCOAN: multimodal contrastive representation learning for cross-omics adaptive disease regulatory network prediction84
Statistical framework to determine indel-length distribution79
EvoAug-TF: extending evolution-inspired data augmentations for genomic deep learning to TensorFlow78
ATLIGATOR: editing protein interactions with an atlas-based approach78
Icolos: a workflow manager for structure-based post-processing of de novo generated small molecules77
HelixGAN a deep-learning methodology for conditional de novo design of α-helix structures76
The 2025 ISCB Accomplishments by a Senior Scientist Award—Dr Amos Bairoch76
Reconstructing tumor clonal lineage trees incorporating single-nucleotide variants, copy number alterations and structural variations75
Mocafe: a comprehensive Python library for simulating cancer development with Phase Field Models74
Increasing confidence in proteomic spectral deconvolution through mass defect72
Refining sequence-to-expression modelling with chromatin accessibility69
MDCompress: better, faster compression of molecular dynamics simulation trajectories69
FUSE: data-driven functional segmentation of DNA methylation data68
Diagnosing scientific replicability through probabilistic distinguishability68
NAViFluX: a visualization‑centric platform for interactive analysis, refinement and design of genome‑scale metabolic networks68
CodonMoE: DNA language models for codon-dependent mRNA prediction64
HKD-CPI: high-order knowledge distillation enhanced inductive compound-protein interaction prediction62
Estimation of cancer cell fractions and clone trees from multi-region sequencing of tumors61
Group-walk: a rigorous approach to group-wise false discovery rate analysis by target-decoy competition59
The phers R package: using phenotype risk scores based on electronic health records to study Mendelian disease and rare genetic variants59
Inference of 3D genome architecture by modeling overdispersion of Hi-C data58
Deep Local Analysis deconstructs protein–protein interfaces and accurately estimates binding affinity changes upon mutation57
RNAsolo: a repository of cleaned PDB-derived RNA 3D structures57
Decomposing mosaic tandem repeats accurately from long reads57
From high-throughput evaluation to wet-lab studies: advancing mutation effect prediction with a retrieval-enhanced model56
Random field modeling of multi-trait multi-locus association for detecting methylation quantitative trait loci56
Exploring automatic inconsistency detection for literature-based gene ontology annotation56
MetBP: a software tool for detection of interaction between metal ion–RNA base pairs55
CANTATA—prediction of missing links in Boolean networks using genetic programming54
Harnessing deep learning for proteome-scale detection of amyloid signaling motifs54
FastSCODE: an accelerated SCODE algorithm for inferring gene regulatory networks on manycore processors52
Evidential meta-model for molecular property prediction51
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