Top 40
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ML / AI methods
Deep models fuse heterogeneous data to predict resistance, drug response, and outcomes
Recent pipelines pair longitudinal records, cfDNA fragmentation, and genomic features with task-specific deep architectures.
Tools & infrastructure
Evaluation protocols test whether single-cell and structure predictors hold up
Recent preprints propose robustness benchmarks and evaluation taxonomies for single-cell and biomolecular predictors, alongside scalable tooling.
Epigenomics
Sequencing workflows quantify repeats, translocations, methylation and nucleosome arrays
Recent preprints and papers refine error modeling in targeted and low-coverage sequencing for repeats, translocations, and epigenetic marks.
Genomics
Pangenome and haplotype-resolved references reshape genome and population analysis
Large phased assemblies, pangenome-based patching and updated population statistics make haplotype-aware resources central to genome analysis.
Single-cell
Computational frameworks integrate single-cell and spatial omics with biological priors
Recent items benchmark and extend tools for annotation, integration, velocity and aging inference across single-cell and spatial data.