Indica Labs – HALO AI

HALO AI

DEEP LEARNING CLASSIFIER

Neural network-driven tissue and cell classification for research and routine pathology.

HALO AI classifiers can be trained to quantify or segment tissue classes, to find rare events or cells within tissues, and to categorize cell populations into specific phenotypes.

Indica Labs - Digital Pathology

The power of artificial intelligence in the hands of the pathologist.

INTUITIVE WORKFLOW

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.

HALO AI TISSUE CLASSIFICATION EXAMPLES

Solution Type

AI Suite/Add-on

Deployment Environment

Research Use Only (RUO)

Platform Dependency

Requires Specific Platform

Available Training Resources

Online Tutorials/Videos, User Manuals

Deployment Options

Hybrid (Cloud analysis, local viewer)

2 reviews for Indica Labs – HALO AI

  1. Anonymous User

    Anonymous User

    We are interested in applying HALO AI in RNAscope and IHC analysis. Thanks to Yongtian ZHAO to give us wonderful training and support. We are improving and confident to apply it in the RNAscope assay development and scoring.

  2. Anonymous User

    Anonymous User

    Our lab both have the Halo Image Analysis System and the Halo AI, honestly speaking, the Halo system is beyond our expectations, especially the analysis process, annotation tools, the adjustable parameters, the texture and morphological recognition of nuclear and specific structure, and the after-sale care I strongly recommend you guys to choose it. it really worth the money.

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