Top 40
View all ›BACKFILLED Code and industry signals are partial for backfilled days.
Rank 1
ML / AI methods
Reducing patch and annotation demands in histopathology segmentation and tumour analysis
Recent preprints target patch volume, annotation burden and multimodal fusion in histopathology and tumour segmentation tasks.
11 preprints · 3 published · ↑ 2.4× vs 4-wk avg
Rank 2 Single-cell
Computational methods resolve multiscale cellular organization in spatial transcriptomics
Higher-resolution spatial platforms such as Xenium, MERFISH and Visium HD motivate neighborhood-aware analysis of tissue organization.
10 preprints · 4 published · ↑ 2.4× vs 4-wk avg
Rank 3 Single-cell
Trajectory structure constrains regulatory inference from single-cell dynamics
Lineage trees, cyclic flow, and multi-branch trajectories are now used as explicit constraints for inferring regulatory dynamics from single-cell data.
7 preprints · 2 published · ↑ 1.7× vs 4-wk avg
Rank 4 Tools & infrastructure
Open software tools standardise omics and single-cell analysis workflows
Recent preprints and papers release installable Python, R and Rust tools that package omics preprocessing, visualization and ML inference.
6 preprints · 3 published · ↑ 1.7× vs 4-wk avg
Rank 5 Structural bio & protein design
Generative models steered by structural feedback for protein and molecule design
Recent preprints couple guiding potentials and iterative structure prediction into generative loops for proteins, antibodies, and ligands.
7 preprints · 1 published · ↑ 1.6× vs 4-wk avg
Rank 6 Multiomic chromatin profiling maps regulatory programs in tissues and disease↑ 1.6×Single-cellRank 7 Python tools and deep-learning models for omics variant and expression analysisML / AI methodsRank 8 Scalable k-mer, minimizer and pan-genome methods for prokaryotic sequence analysisTools & infrastructureRank 9 Machine learning models predict chemical toxicity from structure and transcriptomicsML / AI methodsRank 10 Sequence-based models benchmarked against experimental folding and aggregation dataStructural bio & protein designRank 11 Deep DNA sequence models tested for interpretability, transfer and quantitative fidelityML / AI methodsRank 12 Aligning sequence, structure, and language embeddings for protein representationsML / AI methodsRank 13 Learned and reduced models extend biomolecular dynamics to kinetics and ensemblesML / AI methodsRank 14 Computational methods correct bias and resolve splicing in RNA sequencing dataSingle-cellRank 15 Generative and language models for protein and RNA sequence design and predictionML / AI methodsRank 16 Open-weight LLM agents are being tested for spatial transcriptomics region annotationTranscriptomicsRank 17 MD maps loop flexibility and allosteric coupling in immune receptors and viral proteinsStructural bio & protein designRank 18 Neural models replace hand-built features in microscopy and cryo-EM image analysisML / AI methodsRank 19 Computational tools expose DNA off-targeting and intronic polyadenylation in RNA studiesEpigenomicsRank 20 Benchmarking docking and simulation workflows for RNA and PROTAC ternary complexesStructural bio & protein design
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Rank 21 Marker-guided tools scale microbial and tick genome analysis across large collectionsGenomicsRank 22 Reference-free and methylation-guided tools refine long-read assembly and phasingGenomicsRank 23 Condensate viscoelasticity and phosphorylation dynamics from simulation and imagingStructural bio & protein designRank 24 Models link tissue material and microstructure parameters to organ-scale mechanicsSystems biologyRank 25 Simulations dissect supercoiling and promoter elements in bacterial transcriptionGenomicsRank 26 Proteome-scale predictions map human interactions, disorder, and functional regionsStructural bio & protein designRank 27 Omics models link methylation and chromatin accessibility to disease biologyEpigenomicsRank 28 Topological and manifold methods target multiscale structure in spatial and single-cell…Single-cellRank 29 Genome mining reveals phage defense and prophage arms-race dynamics in bifidobacteriaGenomicsRank 30 EEG complexity and rhythm entrainment map brain states across sleep and diseaseSystems biologyRank 31 Learned models predict binding energetics, binding sites, and pockets from structural…Structural bio & protein designRank 32 Convergent gene gain and loss track terrestrial colonization in animal genomesGenomicsRank 33 Computational inference of cell-state and regulatory programs from transcriptomic dataSingle-cellRank 34 LLM and Graph Tools Couple Biomedical Prediction to Structured KnowledgeTools & infrastructureRank 35 Library-free DIA benchmarks for LiP-MS and FAIR metadata extraction from MS raw filesProteomicsRank 36 Emergent system-level constraints set stability and survival outcomes in complex systemsSystems biologyRank 37 Canalization and positive feedback set attractor stability and hysteresis in circuitsSystems biologyRank 38 Local feedback and crowding drive glassy epithelial dynamics and hybrid E/M statesSystems biology