Top 40
View all ›BACKFILLED Code and industry signals are partial for backfilled days.
Rank 1
Tools & infrastructure
Standardized metadata, harmonization and FAIR models for biological databases
Public omics and biodiversity repositories remain heterogeneous, making curation, harmonization and cross-resource comparison a current infrastructure priority.
1 preprint · 9 published · ↑ 2.7× vs 4-wk avg
Rank 2 ML / AI methods
LLMs grounded in curated biomedical databases for gene and literature reasoning
Recent preprints and publications test LLMs against curated gene, literature, and biomedical knowledge resources for QA and reasoning.
3 preprints · 4 published · ↑ 2.7× vs 4-wk avg
Rank 3 Tools & infrastructure
Integrative cancer datasets map transcriptional programs and drug response heterogeneity
Single-cell drug response, pan-cancer ATAC-seq and single-cell colorectal screen data now enable context-specific target nomination across tumour types.
4 preprints · 7 published · ↑ 2.3× vs 4-wk avg
Rank 4 Structural bio & protein design
Deep learning models extend protein structure prediction to ensembles and pathways
Sampling conformational ensembles and folding pathways, not single structures, is becoming the target for generative and structure-based predictors.
9 preprints · 4 published · ↑ 2.3× vs 4-wk avg
Rank 5 Structural bio & protein design
Computed structures and energies now score protein-ligand and peptide binding
Recent work pairs structure modeling with docking, free energy, and benchmark resources to predict molecular binding interactions.
2 preprints · 6 published · ↑ 2.3× vs 4-wk avg
Rank 6 Interpretable models couple omics and network structure to clinical biomarker discovery↑ 2.1×Systems biologyRank 7 Annotation errors and tools shape variant interpretation across cohorts and cancer↑ 2.2×GenomicsRank 8 Simulation-based inference recovers parameters from noisy stochastic biological models↑ 2.0×Systems biologyRank 9 Ancestry-aware methods refine regulatory and variant analysis in diverse populations↑ 2.1×GenomicsRank 10 Standardized omics reference datasets and web tools for computational analysis↑ 2.0×Tools & infrastructureRank 11 Model-based correction of technical bias in single-cell and spatial expression data↑ 1.9×Single-cellRank 12 Quantitative models set valid parameter regimes and kinetic limits for biocircuit design↑ 2.0×Systems biologyRank 13 Deep learning tools automate high-throughput plant root and organ phenotyping from images↑ 1.9×Tools & infrastructureRank 14 Curated domain databases pair expert annotation with discovery and retrieval tooling↑ 1.7×Tools & infrastructureRank 15 Polymer models link 3D chromatin structure to epigenetic memory and X inactivation↑ 1.7×EpigenomicsRank 16 Statistical models jointly capture structure across omics and spatial measurements↑ 1.7×Tools & infrastructureRank 17 Deep generative and vision methods model single-cell temporal and collective dynamics↑ 1.6×Single-cellRank 18 Incomplete contact data and temperature-dependent Rt shape transmission inference↑ 1.6×Systems biologyRank 19 Computational models link E. coli aerobicity and proteostasis to metabolic states↑ 1.6×Systems biologyRank 20 Benchmarks and compression tools improve accuracy and efficiency of genome sequence…↑ 1.6×Tools & infrastructure
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Rank 21 Integrative databases unify spatial, transcriptomic and annotation data for exploration↑ 1.5×Tools & infrastructureRank 22 Graph and attention models couple biological priors with omics and sequence features↑ 1.6×ML / AI methodsRank 23 Simulated and generative deep learning models for cryo-ET, cryo-EM and cell imagingStructural bio & protein designRank 24 Cell-type-resolved omics mapping of shared neurodegenerative disease mechanismsSingle-cellRank 25 Curated rice and oilseed genome resources link annotations, variants, and phenotypesGenomicsRank 26 Simulations and ensembles quantify ligand-linked conformational entropy in receptors↑ 1.5×Structural bio & protein designRank 27 3D genome of Gigaspora margarita shows stable compartments and nucleolar organizationGenomicsRank 28 Deep learning links H&E and IHC images to tissue, gene, and survival readoutsML / AI methodsRank 29 Bird genome assemblies and a mitogenome frequency tool expand reference resourcesGenomicsRank 30 Topological and geometric priors built into molecular learning architecturesStructural bio & protein designRank 31 Sequence language models probed for genome generation, ancestry, and chromatin loopsML / AI methodsRank 32 Correlated noise and plasticity shape how neural networks represent and replay activitySystems biologyRank 33 Computational models couple tissue mechanics to cell division and matrix lossSystems biologyRank 34 LLM agents now run multi-step omics and bioinformatics analyses with built-in validationML / AI methodsRank 35 Sampling Protein Conformational Ensembles to Link Dynamics With FunctionStructural bio & protein designRank 36 Learned models guide RNA, peptide, and small-molecule design from structureStructural bio & protein designRank 37 Databases annotate TE-initiated transcripts in cancer and enhancer perturbationsML / AI methodsRank 38 Deep models predict tissue-specific splicing and isoform abundance from sequenceTranscriptomicsRank 39 Unsupervised lipid packing analysis resolves coexisting phases in MD bilayer simulationsStructural bio & protein designRank 40 Mass spectrometry metabolite annotation via spectral libraries and origin inferenceMetabolomics