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
ResolVI: addressing noise and bias in spatial transcriptomics

article Full Text OpenAlex

Universal cell embedding provides a foundation model for cell biology

article Full Text OpenAlex

CellVoyager: AI CompBio agent generates new insights by autonomously analyzing biological data

article Full Text OpenAlex

stVCR: spatiotemporal dynamics of single cells

article Full Text OpenAlex

Identifying 3D signal overlaps in spatial transcriptomics data with ovrlpy

article Full Text OpenAlex

Embeddings from language models are good learners for single-cell data analysis

article Full Text OpenAlex

Impact and correction of segmentation errors in spatial transcriptomics

article Full Text OpenAlex

CellViT++: Energy-efficient and adaptive cell segmentation and classification using foundation models

article Full Text OpenAlex

Cell-Level Free Cervical Lesion Detection in Cytology Images Via Weakly Supervised Self-Correction

article Full Text OpenAlex

Advances in machine learning–enhanced microfluidic cell sorting

review Full Text OpenAlex

近5年高被引文献
Cellpose 2.0: how to train your own model

article Full Text OpenAlex 1397 FWCI116.4421

TrackMate 7: integrating state-of-the-art segmentation algorithms into tracking pipelines

article Full Text OpenAlex 1212 FWCI97.0852

A high-resolution transcriptomic and spatial atlas of cell types in the whole mouse brain

article Full Text OpenAlex 1181 FWCI104.8342

Squidpy: a scalable framework for spatial omics analysis

article Full Text OpenAlex 1141 FWCI62.4797

MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification

data-paper Full Text OpenAlex 1057 FWCI0

SynergyFinder 3.0: an interactive analysis and consensus interpretation of multi-drug synergies across multiple samples

article Full Text OpenAlex 800 FWCI74.9184

SynergyFinder Plus: Toward Better Interpretation and Annotation of Drug Combination Screening Datasets

article Full Text OpenAlex 732 FWCI73.4308

Spatially informed clustering, integration, and deconvolution of spatial transcriptomics with GraphST

article Full Text OpenAlex 698 FWCI62.2425

scBERT as a large-scale pretrained deep language model for cell type annotation of single-cell RNA-seq data

article Full Text OpenAlex 616 FWCI36.4261

The dawn of spatial omics

review Full Text OpenAlex 610 FWCI16.1581