Top 40
View all ›BACKFILLED Code and industry signals are partial for backfilled days.
Rank 1
ML / AI methods
Deep learning for biomedical images shifts toward standardized evaluation
Recent preprints pair open-source pipelines and benchmarks with explicit out-of-cohort testing across histopathology, MRI, and fluorescence microscopy.
7 preprints · ↑ 3.3× vs 4-wk avg
Rank 2 ML / AI methods
ML models predict biological response to chemical and genetic perturbation
Benchmarks and new architectures now test how representation choice, evaluation design, and uncertainty affect perturbation response prediction.
6 preprints · 6 published · ↑ 3.0× vs 4-wk avg
Rank 3 Genomics
Comparative genomes link gene content to defense, metal uptake, and lifestyle
Genome-scale comparisons across bacteria, phage, and fungi now connect gene content to defense, metal acquisition, and ecological lifestyle.
3 preprints · 3 published · ↑ 2.4× vs 4-wk avg
Rank 4 Single-cell
Histology anchors multimodal integration of spatial and single-cell omics
Histology foundation models are now paired with genomic and transcriptomic modalities within single integration frameworks.
13 preprints · 4 published · ↑ 2.1× vs 4-wk avg
Rank 5 Genomics
T2T references and curated truth sets refine variant detection benchmarking
Complete T2T genomes and curated truth sets now give variant callers defined references for quantitative benchmarking.
4 preprints · 3 published · ↑ 2.1× vs 4-wk avg
Rank 6 Sampling structure and plasmid sequence features shape computational bacterial inference↑ 2.0×ML / AI methodsRank 7 Molecular networks and machine learning map omics profiles to cancer-relevant phenotypes↑ 1.8×Systems biologyRank 8 Topology and feature selection reshape reliability of single-cell trajectory inference↑ 1.9×Single-cellRank 9 Constraint-based tools for mutation, chromatin, and metastasis inference↑ 1.6×EpigenomicsRank 10 Long-read profiling resolves isoform and retrotransposon variation in neural genomesGenomicsRank 11 Sequence models extend to protein stability, binding affinity, and regulatory genomics↑ 1.5×Structural bio & protein designRank 12 MD links nucleic acid binding to defined structural and physicochemical features↑ 1.5×Structural bio & protein designRank 13 Spatial indexing and automated benchmarks for comparing macromolecular complexesStructural bio & protein designRank 14 Open R and Python tools for preprocessing and annotating diverse omics datasetsTools & infrastructureRank 15 Models of bacterial treatment dynamics span biofilm resistance and phage defenses↑ 1.6×Systems biologyRank 16 Learned representations of biological sequences, proteins and molecules for predictionStructural bio & protein designRank 17 ML and assembly tools expand reference databases for metagenomic and viral annotationML / AI methodsRank 18 Ensemble sampling and electronic descriptors extend evaluation of modeled biomolecular…Structural bio & protein designRank 19 ML selection loops drive binder, peptide, lipid, and biosensor designML / AI methodsRank 20 Chromosome-level assemblies link genome architecture to lineage-specific biosynthesisGenomics
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Rank 21 AlphaFold model quality and fragmentation assessed across proteomes and remote homologuesStructural bio & protein designRank 22 Chromatin contacts, RNA association and binding order link regulatory architectureEpigenomicsRank 23 Spatial profiling resolves cell heterogeneity in embryo, bladder and carotid plaqueSingle-cellRank 24 Selection and admixture shape association power and structural variant discoveryGenomicsRank 25 Imaging readouts recover per-cell gene function, organelle identity and clone lineageSingle-cellRank 26 Markov state models capture mechanism in promoter and Boolean network dynamicsSystems biologyRank 27 Coupled multiscale models link microscale mechanics and infection to population outcomesSystems biologyRank 28 Mechanistic and latent models infer treatment response dynamics from sparse dataML / AI methodsRank 29 Expression noise propagation constrains causal gene inference from static snapshotsSystems biologyRank 30 ML and single-cell assays resolve MHC epitope presentation and T-cell specificitySingle-cellRank 31 Imputation-aware proteoform discovery and federated mixed-model association testingML / AI methodsRank 32 Model-based prediction guides microbial strain design and enzyme kineticsML / AI methodsRank 33 Ensemble and pathway sampling for PROTAC, peptide and protease ligand bindingStructural bio & protein design