Image-based profiling for drug discovery: due for a machine-learning upgrade?

Nature Reviews Drug Discovery

DOI: 10.1038/s41573-020-00117-w Full text (OA) OpenAlex

Authors 0

Author list not loaded yet.

Cited by 7 stored of 446

Bridging imaging-based in vitro methods from biomedical research to regulatory toxicology
2025 Archives of Toxicology article Veterinary Animal testing and alternatives Open access

7

citations
A Survey of AI Utilisation in High-Throughput Screening Systems Using Stem Cell Models
2024 Lecture notes in networks and systems conference-paper Biochemistry, Genetics and Molecular Biology Pluripotent Stem Cells Research Open access

0

citations
End-to-End Classification of Cell-Cycle Stages with Center-Cell Focus Tracker Using Recurrent Neural Networks
2023 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques

7

citations
EFMC: Trends in Medicinal Chemistry and Chemical Biology
2023 ChemBioChem article Chemistry Click Chemistry and Applications Open access

15

citations
END-TO-END CLASSIFICATION OF CELL-CYCLE STAGES WITH CENTER-CELL FOCUS TRACKER USING RECURRENT NEURAL NETWORKS
2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

4

citations
LiveCellMiner: A new tool to analyze mitotic progression
2022 PLoS ONE article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

19

citations
LiveCellMiner: A New Tool to Analyze Mitotic Progression
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

1

citations

7 results

Image-based profiling for drug discovery: due for a machine-learning upgrade?

Authors 0

Cited by 7 stored of 446

References 0