Characterizing the cellular architecture of the tumor microenvironment using imaging mass cytometry and digital image analysis with the HALO® and HALO AI platform 

Characterization of immune cell phenotypes through quantification of the 12-plex spatial RNAscopeTM HiPlex v2 assay using the HALO® image analysis platformRNAscope Image Analysis Using HALO® and HALO AI™

RNAscope Image Analysis Using HALO® and HALO AI™

Quantification and Characterization of Glomeruli Across Diverse Stains Using HALO AI™

Results from CAMELYON17: Using HALO AI to Identify and Stage Breast Cancer Metastases

Robust Identification of Islets with Variable Morphology in H&E-Stained Pancreatic Tissue Using HALO AI

Quantifying Immune Cells in the Tumor Microenvironment Using HALO® Spatial Analysis Tools

Fusion of Spectrally Unmixed Image Tiles from PerkinElmer® VectraTM 3 or PolarisTM into Whole Slide Tifs to Enable Analysis of the Tumor Microenvironment

HALO AP 2.0 Brochure
HALO Prostate AI

HALO Brochure (English)

HALO Brochure (简体中文 Simplified Chinese)

HALO Brochure (日本 Japanese)

HALO AP® Enables Seamless Integration of Third-Party Image Analysis Algorithms

Transitioning to the Cloud: Establishing a Collaborative Digital Pathology Platform at the National Cancer Institute

HALO Link: COVID-19 Digital Pathology Repository at NCI Delivers Images to Researchers for Real-Time Collaboration

HALO Link: Fred Hutch Gives Cancer Researchers Freedom to Explore and Collaborate with Comprehensive Image Management Software

HALO Link: Ultivue Delivers more Image Analysis Data to Customers Faster with Cloud-Based Image Sharing Software

Development and Validation of an AI-Based PD-L1 Tumor Proportion Scoring Algorithm in Non-Small Cell Lung Cancer eBook

SlideQC: an AI-Based Tool for Automated Quality Control of Whole-Slide Digital Pathology Images

Depicting TME cellular architecture using hyperplex IF and automated image analysis

Qualitative and quantitative evaluation of TME eBook

Introduction of a robust workflow for the whole-slide acquisition and co-registration of multiplex immunofluorescence tissue images for analysis of a 9-color, 8-marker immunophenotyping assay

Sequential same slide multiplex IF and H&E staining for combined phenotypic and morphological characterization of FFPE tissue sections

HALO AI High Impact Publications

RNAscope Publications

High Impact Publications with the HALO Image Analysis Platform

HALO Link | Collaborative Image Management

HALO AI | Deep Learning Classifier Add-On

HALO AP | Anatomic Pathology Workflow Software

Pharma Services | Image Analysis and Data Visualization Experts

HALO Breast IHC AI: a Deep Learning Workflow for Clinical Scoring of HER2, ER, PR & Ki67 Immunohistochemistry in Breast Cancer Tissue

Development & Validation of an AI based Tumour Cell Estimation Algorithm for Use in a Lung Adenocarcinoma Molecular Pathology Workflow

Novel CE-IVD clinical workflow for analysis of prostate cancer core needle biopsies
Characterizing the cellular architecture of TME using IMC and HALO
Automated tumor budding quantification in T1 colorectal carcinoma HE slides
Collaborative Poster with Lunaphore

Cytometric analysis of immune cell populations in clinical tumor biopsy tissue microarrays for immuno-oncology

Spatial multiplex profiling of immune cell markers in FFPE tumor tissues using the RNAscope™ HiPlex v2 in situ hybridization assay
RareCyte Indica Labs SITC 2021 Poster 56

HALO AI White Paper

Quantitative RNAscope Image Analysis Guide

 HALO Link Pharma Services White Paper