TrendBio

Top 40

View all ›

BACKFILLED Code and industry signals are partial for backfilled days.

Rank 1

ML / AI methods

Deep learning on learned molecular and protein representations for interaction prediction

Recent papers pair learned molecular representations with graph, sequence, and attribution methods to improve generalization in low-data settings.

1 preprint · 8 published · ↑ 1.8× vs 4-wk avg
Rank 2

Single-cell

Computational methods for fidelity in spatial and single-cell transcriptomics

Recent preprints extend spatial and single-cell analysis toward measurement correction, cross-modal linkage, and ontology-anchored annotation.

8 preprints · 2 published · ↑ 1.6× vs 4-wk avg
Rank 3

Structural bio & protein design

Physics priors and pair-representation scaling steer protein design and ensembles

Recent preprints and one publication embed physical terms, experimental feedback, or inference-time control into protein structure and design models.

6 preprints · 1 published · ↑ 1.6× vs 4-wk avg
Rank 4

ML / AI methods

Biological priors and attribution methods make ML predictions interpretable per patient

Explainable models are now coupled to curated biological priors and genome-scale perturbation data, enabling resolution at the level of individual patients and…

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

Single-cell

Single-cell multiomics tools and atlases link chromatin, isoform and perturbation data

New snMultiome pipeline FORGE and large public atlases, scBaseCount and Tahoe-100M, enable scalable multimodal single-cell analysis.

3 preprints · 3 published · ↑ 1.6× vs 4-wk avg