Overview
HALO AI is an advanced deep learning platform designed for image analysis in pathology, providing tools for segmentation, classification, and phenotyping. It allows users to train AI models using a simple train-by-example interface, without requiring programming or AI knowledge. The system supports brightfield and fluorescence applications, enabling users to quantify tissue classes, identify rare events, and categorize cell populations. It integrates with HALO and HALO Link platforms, allowing for tissue classification, nuclear and membrane segmentation, and phenotyping within existing workflows. HALO AI addresses variability in image analysis by training models to accommodate diverse morphologies and staining protocols. It offers pre-trained nuclear and membrane segmentors and allows for custom training data for optimal segmentation and classification. Its high-resolution classifiers support brightfield and fluorescence images. The tool incorporates an AI annotation tool for rapid training data development. IT support, training, and access to a Learning Portal are included with the license.