Top 40
View all ›BACKFILLED Code and industry signals are partial for backfilled days.
Rank 1
Tools & infrastructure
Ranking cross-omics biomarkers with validation built into open analysis software
Recent packages and methods pair multi-omics feature ranking with null distributions, bias correction and diagnostics for biomarker discovery.
3 preprints · 11 published · ↑ 4.0× vs 4-wk avg
Rank 2 ML / AI methods
Deep learning links histology images to spatial transcriptomics and cell-level readouts
Foundation-scale and lightweight models now predict spatial gene and marker profiles directly from routine H&E and multiplex imaging.
4 preprints · 4 published · ↑ 2.9× vs 4-wk avg
Rank 3 Tools & infrastructure
Open computational tools reanalyze omics and imaging data after acquisition
Reprocessed public mass-spec data and open spatial-omics workflows now enable analyses after data acquisition.
3 preprints · 5 published · ↑ 2.8× vs 4-wk avg
Rank 4 Tools & infrastructure
Benchmarks and workflows reshape accuracy and scale in genomic sequence analysis
Consensus tool combinations and scalable workflows target accuracy and throughput for large sequencing datasets across viral, metagenomic, and bacterial…
1 preprint · 12 published · ↑ 2.3× vs 4-wk avg
Rank 5 Structural bio & protein design
Learned predictors steer generative and search-based molecular design
Predictor-guided generation and multi-objective search now target binding affinity and molecular properties within single frameworks.
10 preprints · 7 published · ↑ 2.3× vs 4-wk avg
Rank 6 Transformer models sharpen nanopore direct RNA basecalling and read-level inference↑ 2.3×TranscriptomicsRank 7 Estimating transmission quantities from indirect or covariate-dependent data↑ 2.3×Systems biologyRank 8 Computational methods for single-cell and spatial omics integration and benchmarking↑ 2.1×Single-cellRank 9 Open deep-learning pipelines automate high-throughput plant trait extraction from images↑ 2.3×Tools & infrastructureRank 10 Inferring mechanisms from intrinsic noise and population variability in stochastic models↑ 2.1×Single-cellRank 11 Deep models conditioned on biological context extend across genomic and molecular data↑ 2.0×ML / AI methodsRank 12 Joint graph and protein language model encodings for protein function prediction↑ 2.0×ML / AI methodsRank 13 Deep learning and AlphaFold models map protein structures, flexibility and interactions↑ 1.9×Structural bio & protein designRank 14 Genome-scale divergence linked to host and epidemic context across three pathogens↑ 2.0×GenomicsRank 15 Retrieval-grounded LLMs check biomedical outputs against external knowledge sources↑ 1.7×ML / AI methodsRank 16 Ensemble-based methods refine protein stability, disorder, and cryptic pocket predictions↑ 1.6×Structural bio & protein designRank 17 Omics-based models infer regulatory programs, survival risk, and aging dyscoordination↑ 1.6×Single-cellRank 18 Explicit admissible regions for biochemical parameters and states↑ 1.6×Systems biologyRank 19 Mechanistic models link microenvironment and immune context to tissue dynamicsSystems biologyRank 20 ML models predict peptide properties and antibiotic resistance from sequence and spectraML / AI methods
Show 20 more
Rank 21 Chromosome-level and draft bird genomes expand taxonomic and microchromosome coverageGenomicsRank 22 Joint inference of biomarkers, latent factors, and causal structure in omics dataML / AI methodsRank 23 Computational methods refine 3D genome loop, boundary, and TE-linked contact callsEpigenomicsRank 24 Mutation and dependency data drive computational cancer target nominationTools & infrastructureRank 25 Comparative surveys map repeat, receptor, and defense domain diversity across genomesTools & infrastructureRank 26 Chromosome-level genomes across insects and a plant pathogen reveal adaptive gene contentGenomicsRank 27 MD and enhanced sampling resolve ligand, glue, and inhibitor binding mechanismsStructural bio & protein designRank 28 Benchmark standards and validation tools for variant calling across sequencing platformsGenomicsRank 29 Genome assemblies coupled to variant and gene-family data reveal adaptive variationGenomicsRank 30 Computational prediction and generative design of antibody and TCR binding interfacesStructural bio & protein designRank 31 Association methods extend to structural variants, diverse ancestries and scalable GWASGenomicsRank 32 Language models and fast backends reshape computational biology softwareML / AI methodsRank 33 Curated enzyme databases with HMM pipelines expand halogenase and PET-degrader discoveryTools & infrastructureRank 34 Mechanistic network models attribute neural dynamics to specific circuit parametersSystems biologyRank 35 Cell-type-resolved networks and shared modules in Alzheimer's and Parkinson's diseaseGenomicsRank 36 In silico studies probe kinetic proofreading trade-offs and peptide nanopore readoutStructural bio & protein designRank 37 Machine-readable metadata, identifiers and ontologies for reusable biological dataTools & infrastructureRank 38 Polymer simulations link chromatin folding to H3K9me3 memory and Xist regulationEpigenomicsRank 39 Single-cell references anchor cell identity in retina, cerebellum and CA1-subiculumSingle-cellRank 40 Curated reference resources exposing evidence behind proteome and lipid-contact dataProteomics