Top 40
View all ›BACKFILLED Code and industry signals are partial for backfilled days.
Rank 1
ML / AI methods
Computational methods for transcriptomic network inference and single-cell analysis
Lightweight, locally runnable LLM agents are being benchmarked against deterministic methods for spatial transcriptomic region annotation.
10 preprints · 3 published · ↑ 2.3× vs 4-wk avg
Rank 2 Single-cell
Computational inference of cell-state and regulatory activity from single-cell data
Single-cell and single-nucleus datasets now support pathway, enhancer, communication, and annotation-level inference across tissues and disease states.
3 preprints · 10 published · ↑ 2.3× vs 4-wk avg
Rank 3 ML / AI methods
Patch selection and tiling strategies cut input volume for whole-slide histopathology
Recent preprints reduce patch volume, annotation dependence, or input scale for histopathology and tumour segmentation.
10 preprints · 3 published · ↑ 2.3× vs 4-wk avg
Rank 4 Tools & infrastructure
Open-source tools standardize proteomics and omics data processing and metadata
Recent releases target reproducibility in MS-based proteomics, from DIA quantification benchmarks to metadata extraction and model serving.
6 preprints · 3 published · ↑ 2.3× vs 4-wk avg
Rank 5 Structural bio & protein design
Guided generative models steer protein and small-molecule design via structural feedback
Recent preprints extend generative protein and molecule design with guiding potentials, iterative structure feedback, and wet-lab validation.
6 preprints · 1 published · ↑ 2.1× vs 4-wk avg
Rank 6 Protein language models fused with structure, binding sites, and chemistry embeddings↑ 1.9×ML / AI methodsRank 7 Deep learning and LLMs prioritize antimicrobial peptides and extremophile bacteriocins↑ 1.7×ML / AI methodsRank 8 Spatial transcriptomics methods model niche context and perturbation responses in tissue↑ 1.9×TranscriptomicsRank 9 Computational scrutiny of RNA-DNA artifacts and 3' end processing specificity↑ 1.8×EpigenomicsRank 10 Alignment-free and methylation-aware tools extract genomic information from sequence reads↑ 1.6×GenomicsRank 11 Deep learning fuses multimodal features for drug-target and kinase-site predictionMetabolomicsRank 12 Marker-guided selection and curated resources scale genome analysis across taxaGenomicsRank 13 Single-cell lineage and cyclic trajectories constrain regulatory network inferenceSingle-cellRank 14 Alignment-light tools advance microbial genome comparison, indexing and phage inferenceTools & infrastructureRank 15 Pretrained language model embeddings predict RNA interactions and methylation sitesML / AI methodsRank 16 MD simulations link loop flexibility and allosteric coupling to protein recognitionStructural bio & protein designRank 17 Learned models segment and denoise raw microscopy, cryo-ET, and cryoEM observationsML / AI methodsRank 18 Computational methods resolving measurement and annotation bias in RNA sequencingTranscriptomicsRank 19 Benchmarks of docking and MD pipelines for RNA and PROTAC ternary complexesStructural bio & protein designRank 20 Proteome-wide models predict human interactions, disorder grammars and protein segmentsStructural bio & protein design
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Rank 21 Deep learning models predict binding energetics, pockets, and peptide-MHC structuresStructural bio & protein designRank 22 Multimodal models fuse imaging, genomic and clinical data for biomedical predictionML / AI methodsRank 23 Interpretable multimodal ML predicts chemical toxicity and bioactivity from diverse dataML / AI methodsRank 24 DNA sequence models are tested for interpretability, transfer and quantitative fidelityEpigenomicsRank 25 Viscoelastic aging and sticker-spacer modeling define condensate material stateStructural bio & protein designRank 26 Tissue-scale models link microstructure and parameter sensitivity to organ mechanicsSystems biologyRank 27 EEG rhythms index brain states across sleep, consciousness, and Fragile XSystems biologyRank 28 Sequence-based models tested against folding and aggregation experimentsStructural bio & protein designRank 29 Mapping high-dimensional epigenomic data to regulatory and clinical variablesEpigenomicsRank 30 Persistent homology and Grassmann geometry recover multiscale structure in omics dataSingle-cellRank 31 Knowledge graphs couple EHR, literature, and drug data for prediction tasksTools & infrastructureRank 32 Learned representations of MRI, fMRI, and connectivity for forecasting and harmonizationSystems biologyRank 33 Emergent constraints govern stability and survival outcomes in complex systemsSystems biologyRank 34 Convergent gene gain and loss in land colonization; a mammal recombination desertGenomicsRank 35 Local feedback and crowding govern collective states in epithelia and prostate cancerSystems biology