专题:Cell Image Analysis Techniques

This cluster of papers covers advanced techniques and tools in bioimage analysis, microscopy, and high-content screening. It includes topics such as machine learning for cellular image analysis, automated neuronal morphology reconstruction, deep learning applications, and phenotypic profiling of cellular responses. The papers also discuss the use of advanced image processing methods and the integration of high-throughput microscopy in drug discovery.
最新文献
Light-microscopy-based connectomic reconstruction of mammalian brain tissue

article Full Text OpenAlex

Massive experimental quantification allows interpretable deep learning of protein aggregation

article Full Text OpenAlex

Assay-Based Machine Learning: Rethinking Evaluation in Drug Discovery

preprint Full Text OpenAlex

Integrated analysis of molecular atlases unveils modules driving developmental cell subtype specification in the human cortex

article Full Text OpenAlex

scPRINT: pre-training on 50 million cells allows robust gene network predictions

article Full Text OpenAlex

Hyperspectral reporters for long-distance and wide-area detection of gene expression in living bacteria

article Full Text OpenAlex

An updated patent review of MALT1 inhibitors (2021-present)

review Full Text OpenAlex

Biological physics to uncover cell signaling

review Full Text OpenAlex

CAVE: Connectome Annotation Versioning Engine

article Full Text OpenAlex

Perisomatic ultrastructure efficiently classifies cells in mouse cortex

article Full Text OpenAlex

近5年高被引文献
Diffusion Models Beat GANs on Image Synthesis

preprint Full Text OpenAlex 1768 FWCI0

Taming Transformers for High-Resolution Image Synthesis

article Full Text OpenAlex 1370 FWCI76.752

CellProfiler 4: improvements in speed, utility and usability

article Full Text OpenAlex 1280 FWCI109.56

A guide to machine learning for biologists

review Full Text OpenAlex 1277 FWCI32.48

oncoPredict: an R package for predicting in vivo or cancer patient drug response and biomarkers from cell line screening data

article Full Text OpenAlex 1048 FWCI85.603

Spatiotemporal transcriptomic atlas of mouse organogenesis using DNA nanoball-patterned arrays

article Full Text OpenAlex 978 FWCI103.183

Multiscale Vision Transformers

article Full Text OpenAlex 831 FWCI224.316

Benchmarking atlas-level data integration in single-cell genomics

article Full Text OpenAlex 795 FWCI54.771

Scientific discovery in the age of artificial intelligence

review Full Text OpenAlex 741 FWCI51.109

Cellpose 2.0: how to train your own model

article Full Text OpenAlex 727 FWCI95.818