Spatial multiomics for comprehensive interrogation of the tumor immune microenvironment and its activation states

Characterizing Immune and Cancer Cell Proximity and Distribution in the Tumor Microenvironment Using HALO® Spatial Analysis Tools

Using the HALO® High Dimensional Analysis Module for Advanced Phenotypic Characterization and Spatial Analysis of Highly Multiplexed Images

An Automated Clinical Workflow Integrating Lunit SCOPE PDL1 Scoring Algorithm into HALO AP®, a Browser-Based Digital Pathology Solution, at Guardant Health

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 RNAscope™TM 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

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

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 RNAscope™TM 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 Platforms for Life Sciences Brochure

SlideQC BF HALO Clinical AI Solutions

HALO Macrodissection Solutions Brochure

Deployment Options for HALO AP®: Cloud or On-Premise

Breast IHC AI Brochure

Deploy HALO^®, HALO AI, and HALO Link in a fully managed, cloud-based environment

Lung PD-L1 AI HALO Clinical AI Solutions

HALO AP 2.0 Brochure
HALO Prostate AI

HALO Brochure (English)

HALO Brochure (简体中文 Simplified Chinese)

HALO Brochure (日本 Japanese)

University of Washington Cloud Services Case Study

MidAtlantic Permanente Medical Group (MAPMG) Deploys Breast IHC AI in HALO AP®

University of Washington Cloud Services Case Study

HALO® in the Cloud – Accelerating AI Diagnostics at Indica Labs

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

Nottingham University Hospitals NHS Trust (NUH) Implements a Fully Digitized Pathology Workflow an Enterprise Deployment of HALO AP^®️

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

An Unsupervised Learning Clustering Workflow for Automated Cell Phenotyping of Hyperplex Immunofluorescence Images Reveals Cell Types and Neighborhoods

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

2025 HALO High Impact Publications

HALO AI High Impact Publications and Creative Applications

HALO AI High Impact Publications

RNAscope™ Publications

High Impact Publications with the HALO Image Analysis Platform

HALO Clinical AI Flyer

Pharma Services Postcard

HALO AP Dx | FDA-Cleared Diagnostics

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

Identifying immune cell phenotypes and their function by using high-throughput spatial multiomics

Chromogenic triplex characterization of breast and gastrointestinal cancers for biomarker discovery and spatial image analysis

Clinical and Analytical Validation of a Comprehensive AI-powered Colorectal Tumor Content and Macrodissection Algorithm

High-Dimensional Characterization of Tertiary Lymphoid Structures Using Orion™, HALO®, and HALO AI

Membrane stain-enhanced quantification of HCR™ Pro RNA-ISH using HALO image analysis software

Validation and Clinical Implementation of Breast IHC AI

Characterizing the TME of a Colorectal Adenocarcinoma Sample with the Orion Spatial Biology Platform and HALO Image Analysis

Clinical and Analytical Validation of an AI Tumor Content Scoring Algorithm for Lung Macrodissection

An unsupervised learning clustering workflow for automated cell phenotyping of hyperplex immunofluorescence images reveals cell types and neighbourhoods

Spatial Characterization of the Tumor Microenvironment with Cell DIVE Multiplexed Imaging and HALO Quantitative Image Analysis

Quantitative evaluation of tumor tissues using a combined fluorescence in situ hybridization and immunofluorescence assay

Lung Macrodissect AI: a tumor cell estimation algorithm for use in a pulmonary adenocarcinoma molecular pathology workflow

An Automated Clinical Workflow Integrating an AI-driven PD-L1 22C3 Scoring Algorithm into a Browser-Based Digital Pathology Solution

Development & Validation of an AI-based Workflow for Clinical Scoring of HER2, ER, PR & Ki-67 Immunohistochemistry in Breast Cancer Tissue

Automated PD-L1 Tumor Proportion Scoring Algorithm in Non-Small Cell Lung Cancer for Multiple Companion Diagnostic Assays

An Automated Deep Learning Artifact Detection Tool for Quality Control of Whole-Slide Digital Pathology Images

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

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 AP® Integrations White Paper

Multiplex IHC White Paper

HALO AI White Paper

Quantitative RNAscope™ Image Analysis Guide

 HALO Link Pharma Services White Paper