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
From Sensors to Insights: Technological Trends in Image-Based High-Throughput Plant Phenotyping

article Full Text OpenAlex

A molecular cell atlas of mouse lemur, an emerging model primate

article Full Text OpenAlex

LuxSit Pro and sPro: Next-Generation Designed Luciferases for Bioluminescent Reporting and Complementation-Based Detection

preprint Full Text OpenAlex

Human neuron subtype programming via single-cell transcriptome-coupled patterning screens

article Full Text OpenAlex

Defining and benchmarking open problems in single-cell analysis

letter Full Text OpenAlex

Structural Repetition Detector for multi-scale quantitative mapping of molecular complexes through microscopy

article Full Text OpenAlex

ADTnorm: robust integration of single-cell protein measurement across CITE-seq datasets

article Full Text OpenAlex

Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis

article Full Text OpenAlex

Predicting cellular responses to perturbation across diverse contexts with STATE

preprint Full Text OpenAlex

Martinize2 and Vermouth: Unified Framework for Topology Generation

preprint Full Text OpenAlex

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

preprint Full Text OpenAlex 1923 FWCI0

Taming Transformers for High-Resolution Image Synthesis

article Full Text OpenAlex 1470 FWCI76.84

CellProfiler 4: improvements in speed, utility and usability

article Full Text OpenAlex 1459 FWCI109.744

A guide to machine learning for biologists

review Full Text OpenAlex 1455 FWCI32.528

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

article Full Text OpenAlex 1207 FWCI85.594

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

article Full Text OpenAlex 1100 FWCI103.811

Scientific discovery in the age of artificial intelligence

review Full Text OpenAlex 921 FWCI51.458

Benchmarking atlas-level data integration in single-cell genomics

article Full Text OpenAlex 891 FWCI55.417

Multiscale Vision Transformers

article Full Text OpenAlex 885 FWCI223.685

Cellpose 2.0: how to train your own model

article Full Text OpenAlex 860 FWCI102.867