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
Defining and benchmarking open problems in single-cell analysis

letter Full Text OpenAlex

CellBinDB: a large-scale multimodal annotated dataset for cell segmentation with benchmarking of universal models

article Full Text OpenAlex

Distinct morphometric features of cardiomyocytes isolated from mouse hypertrophy models: An ImageJ analysis combined with machine learning algorithms

article Full Text OpenAlex

Facilitating laboratory automation using a robot with a simple and inexpensive camera detection system

article Full Text OpenAlex

Denoising: a powerful building block for imaging, inverse problems and machine learning.

review Full Text OpenAlex

Vispro improves imaging analysis for Visium spatial transcriptomics

article Full Text OpenAlex

Light microscopy reporting for reproducibility

editorial Full Text OpenAlex

Reporting light microscopy data in our pages

editorial Full Text OpenAlex

VAE-GANMDA: A microbe-drug association prediction model integrating variational autoencoders and generative adversarial networks

article Full Text OpenAlex

Cell state-specific cytoplasmic density controls spindle architecture and scaling

article Full Text OpenAlex

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

preprint Full Text OpenAlex 1855 FWCI0

Taming Transformers for High-Resolution Image Synthesis

article Full Text OpenAlex 1426 FWCI76.882

CellProfiler 4: improvements in speed, utility and usability

article Full Text OpenAlex 1327 FWCI109.493

A guide to machine learning for biologists

review Full Text OpenAlex 1323 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 1147 FWCI85.55

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

article Full Text OpenAlex 1036 FWCI103.699

Multiscale Vision Transformers

article Full Text OpenAlex 865 FWCI223.685

Scientific discovery in the age of artificial intelligence

review Full Text OpenAlex 839 FWCI51.606

Benchmarking atlas-level data integration in single-cell genomics

article Full Text OpenAlex 831 FWCI55.001

Cellpose 2.0: how to train your own model

article Full Text OpenAlex 762 FWCI98.89