The power of artificial intelligence in the hands of the pathologist.
No computer programming or AI knowledge is required.
HALO AI is fully integrated with the intuitive, easy-to-use HALO and HALO Link viewers and employs a simple three-step workflow.
Trained classifiers can be applied to segment tissue and cells on any whole slide image or region of interest.
POWERFUL TISSUE SEGMENTATION
HALO AI includes the option of three powerful neural networks, VGG, DenseNet and MiniNet, a custom network developed at Indica Labs and designed to produce a solution quickly with limited training data.
Available probability markups allow visualization of uncertainty in tissue classification, facilitating network training.
ACCURATE SEGMENTATION OF CELLS AND NUCLEI
Segment nuclei with HALO AI’s nuclei segmentation classifier, with pretrained networks for H&E, single IHC, or DAPI stained images for an out of the box solution.
Quickly train your own nuclei segmentation network for specific applications, like unique tissue or advanced staining protocols.
CLASSIFICATION OF NUCLEI INTO PHENOTYPES
HALO AI includes the Nuclei Phenotyper classifier which is compatible with brightfield and fluorescence images and designed to automatically assign cells into user-defined phenotypes.
Define your phenotypes with a few quick training examples and HALO AI does the rest.