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
Operational Specification: Blueprint 2026 TCF/TFB

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

AI-enabled virtual spatial proteomics from histopathology for interpretable biomarker discovery in lung cancer

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GenoPath-MCA: Multimodal masked cross-attention between genomics and pathology for survival prediction

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Pertpy: an end-to-end framework for perturbation analysis

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LLM-scCurator: Data-centric feature distillation for zero-shot cell-type annotation

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High-parameter spatial multi-omics through histology-anchored integration

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Cross-species consensus atlas of the primate basal ganglia

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A multimodal knowledge-enhanced whole-slide pathology foundation model

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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 1549 FWCI127.301

Scientific discovery in the age of artificial intelligence

review Full Text OpenAlex 1429 FWCI520.936

Cellpose 2.0: how to train your own model

article Full Text OpenAlex 1295 FWCI332.2439

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

article Full Text OpenAlex 1126 FWCI278.8523

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 1125 FWCI94.4771

Cell2location maps fine-grained cell types in spatial transcriptomics

article Full Text OpenAlex 1117 FWCI94.9902

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

preprint Full Text OpenAlex 924 FWCI453.2614

Towards a general-purpose foundation model for computational pathology

article Full Text OpenAlex 904 FWCI323.9693

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

article Full Text OpenAlex 852 FWCI202.8508

Artificial Intelligence in Pharmaceutical Technology and Drug Delivery Design

review Full Text OpenAlex 840 FWCI169.2697