Ardigen - High Content Screening Analysis Technology
From Biomedical Imaging
Image based virtual screening to increase the chance for success of your drug candidate; Our platform solves the challenges of a vast number of image analyses by providing modular deep learning pipelines that generate image based compound descriptors, predict selected molecular properties and activities towards selected targets and automatically retrain to fit newly generated data. It also identifies the drug and drug targets that modulate specific phenotypes. High Content Phenotypic Screening aims to identify morphological patterns in cell populations and to probe the causes and cures for various diseases.
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Problem Definition
Various image resolutions
Images coming from various imaging devices and experiments
Images acquired at different compound concentrations
Large number of missing labels
Various number of channels
Value We Deliver
- acceleration of the drug discovery process
- improved accuracy
- meaningful and interpretable prediction
- automatic detection of quality flaws
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