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
COS45 Application — Local 2-adic Reserve and Recharge Constraints in Odd Collatz Dynamics (v1.6 7)

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Towards end-to-end automation of AI research

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Confounding factors and biases abound when predicting molecular biomarkers from histological images

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Operational Specification: Blueprint 2026 TCF/TFB

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Single-cell spatial proteomics maps human liver zonation patterns and their vulnerability to disruption in tissue architecture

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Hyperspectral imaging

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omnideconv: a unifying framework for using and benchmarking single-cell-informed deconvolution of bulk RNA-seq data

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Impact and correction of segmentation errors in spatial transcriptomics

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Robust and interpretable prediction of gene markers and cell types from spatial transcriptomics data

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An agentic AI framework for ingestion and standardization of single-cell RNA-seq data analysis

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近5年高被引文献
Spatiotemporal transcriptomic atlas of mouse organogenesis using DNA nanoball-patterned arrays

article Full Text OpenAlex 1612 FWCI127.142

Scientific discovery in the age of artificial intelligence

review Full Text OpenAlex 1512 FWCI517.8451

Cellpose 2.0: how to train your own model

article Full Text OpenAlex 1352 FWCI332.3653

CellMarker 2.0: an updated database of manually curated cell markers in human/mouse and web tools based on scRNA-seq data

article Full Text OpenAlex 1194 FWCI94.3665

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

article Full Text OpenAlex 1187 FWCI278.511

Cell2location maps fine-grained cell types in spatial transcriptomics

article Full Text OpenAlex 1171 FWCI94.9015

Towards a general-purpose foundation model for computational pathology

article Full Text OpenAlex 1019 FWCI327.9716

U-Prithvi: Integrating a Foundation Model and U-Net for Enhanced Flood Inundation Mapping

preprint Full Text OpenAlex 956 FWCI391.2918

scGPT: toward building a foundation model for single-cell multi-omics using generative AI

article Full Text OpenAlex 952 FWCI203.0092

Artificial Intelligence in Pharmaceutical Technology and Drug Delivery Design

review Full Text OpenAlex 885 FWCI170.3216