Indica Labs Testimonials

"HALO is a whole-slide image analysis platform that is designed to work how pathologists classify & score images using a microscope. It uses a set of tools that are very familiar to anyone who has used any type of image viewing/editing program at home. It can be learned in a day to analyze brightfield & fluorescent whole slide images and TMAs. There are sophisticated tools to analyze tissues labeled by chromogenic and fluorescent IHC, RNAScope, FISH & ISH. HALO may be installed on stand-alone workstations or cloud services such as AWS. File sharing through HALO-Link lets user access studies through a simple web-interface sharing a common database. HALO AI allows any user to developing sophisticated AI based tissue classification without the need for external programs or expensive computing hardware."

"I am almost completely satisfied with the HALO image analysis platform. The main areas of improvement would be in cell segmentation using membrane markers and in data analysis after datafication of the slide. My principle bottleneck is in creating actionable insight from the multiple reported parameters. I think that Indica's experience with AI and multiplex data generation positions you well to exploit the current need in the marketplace. One more thing - phenotyping manually by thresholding with no morphology/cell size, neighbor information is good but if I had a magic wand, then phenotyping would be a full suite of tools with spatial, multimarker, and morphological features that could be weighted from 0 to 1 in a machine learning classifier model."