TrendBio

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BACKFILLED Code and industry signals are partial for backfilled days.

Rank 1

Tools & infrastructure

Software and benchmarks for reproducible multi-omics analysis and interpretation

Large-scale benchmarks such as HADACA3 and scTranslation now test integration and translation methods across many pipelines and datasets.

10 preprints · 4 published · ↑ 2.4× vs 4-wk avg
Rank 2

Transcriptomics

Spatial neighborhood graphs drive imputation and multimodal spatial transcriptomics models

Neighborhood-based models now impute unmeasured genes, fill 3D slice gaps, and couple histology with transcriptomics across recent preprints and papers.

10 preprints · 4 published · ↑ 2.4× vs 4-wk avg
Rank 3

Structural bio & protein design

ML models advance protein design, stability, and interface prediction

Recent preprints benchmark pretrained and task-specific models against physics-based and baseline approaches across protein and DNA prediction tasks.

12 preprints · 1 published · ↑ 2.3× vs 4-wk avg
Rank 4

Single-cell

Learned models link single-cell dynamics, perturbations and spatial tissue structure

Foundation models, counterfactual editing and trajectory inference now target single-cell and spatial transcriptomics beyond annotation.

7 preprints · 3 published · ↑ 1.9× vs 4-wk avg
Rank 5

Transcriptomics

Biological priors built into graph and attention models for transcriptomic prediction

Recent preprints embed biological priors into KNN, Transformer, and graph models to make single-cell and perturbation predictions interpretable.

6 preprints · 4 published · ↑ 1.9× vs 4-wk avg