TrendBio

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BACKFILLED Code and industry signals are partial for backfilled days.

Rank 1

Single-cell

Software and statistical tests for single-cell, spatial, and omics inference

Recent tools and preprints test method behavior and adapt established frameworks to new single-cell, spatial, and bulk omics data types.

5 preprints · 10 published · ↑ 3.6× vs 4-wk avg
Rank 2

Single-cell

Biology-aligned components decompose single-cell perturbation and transition predictions

Virtual cell and transition models are moving from black-box embeddings toward components tied to biological mechanisms.

13 preprints · 11 published · ↑ 2.9× vs 4-wk avg
Rank 3

Structural bio & protein design

Computational tools for predicting and comparing protein, RNA and complex structures

Recent preprints and bioinformatics papers report new selectors, interaction datasets, and RNA reconstruction methods for structural modeling.

3 preprints · 8 published · ↑ 2.2× vs 4-wk avg
Rank 4

ML / AI methods

Structure-derived inputs drive learned binding and affinity prediction across targets

Recent items pair 3D structure and protein language model embeddings with conformal and positive-unlabeled learning for interaction and affinity prediction.

2 preprints · 6 published · ↑ 2.1× vs 4-wk avg
Rank 5

ML / AI methods

Deep learning tools advance segmentation and morphometry of cellular microscopy images

Recent preprints and publications introduce workbenches for 3D fluorescence, brightfield, and FIB/SEM image analysis with learned and geometric methods.

4 preprints · 2 published · ↑ 2.0× vs 4-wk avg