HALO
HALO is a powerful 2D image analysis tool with AI capabilities to perform annotations and analysis on bright-field and immunofluorescent images for digital pathology and numerous other applications. It offers a set of algorithms to quantify different image features (like IHC staining (BRDU positivity for example), vessel density, expression of multiple targets at single cell level in a multiplex IF image) and tools for image/study management to capture metadata and it allows for easy image sharing for internal and external collaborations. It works on a wide variety of image formats (https://indicalab.com/uncategorized/halo-supported-file-formats/) generated on multiple scanners and imagers. HALO is available to all NCI users through NCI HALO cloud deployment supported by CBIIT.
To get access to the HALO application and training, enter a ticket to service.cancer.gov/HALO: https://service.cancer.gov/ncisp?id=nci_sc_cat_item&sys_id=480b3b541ba4581090aaed39bc4bcbff.
Arivis Vision 4D
Arivis Vision4D is a modular software for working with multi-channel 2D, 3D and 4D images of almost unlimited size independent of available RAM.