AI Algorithm

DeepFlow 3.0

The world's only commercial AI for flow cytometry

DeepFlow 3.0 is the fully upgraded version of our award-winning flow cytometry analysis platform. The world's only commercially available platform that combines traditional flow cytometry analysis with AI. Built as a full-stack, end-to-end solution, DeepFlow 3.0 enhances diagnostic efficiency while keeping pathologists in the loop — because the future of AI in pathology is not replacement, but collaboration.

5s
100K Event Analysis
100%
Sensitivity
98.3%
Specificity
300K+
Cases Trained
50+
Panel Configs
90%
Faster TAT
Analysis Views

AI-Driven Visualization

DeepFlow 3.0
AI-Powered t-SNE Clustering

AI-Powered t-SNE Clustering

Automatically clusters cell populations using t-SNE dimensionality reduction, color-coded by immunophenotype. Instantly visualize complex multi-parameter data that would take hours to gate manually.

DeepFlow 3.0
FlowSOM Network Analysis

FlowSOM Network Analysis

Minimum spanning tree visualization reveals relationships between metaclusters. Integrated with traditional scatter plots for seamless comparison between AI-driven and conventional analysis.

DeepFlow 3.0
Multi-Panel Heat Map Gating

Multi-Panel Heat Map Gating

Full panel gating displayed as heat maps for rapid pattern recognition. Supports Acute Leukemia, MRD, Lymphoma, MDS, PNH, and TBNK Lymphocyte Subset panels.

DeepFlow 3.0
Interactive Scatter Plot Analysis

Interactive Scatter Plot Analysis

Multi-dimensional scatter plot grids with AI-identified populations highlighted. Integrated algorithms include GMM, T-SNE, CITRUS, FlowSOM, SPADE, and PhenoGraph.

Features

Automated Gating, Phenotyping & Reports

Performs end-to-end analysis from raw FCS data to final diagnostic report without manual gating.

HDPC Data Engine

High-dimensional population clustering engine detects aberrant populations at 0.01% sensitivity.

Simultaneous CD Marker Analysis

Evaluates all CD markers simultaneously across multi-color panels for comprehensive immunophenotyping.

50+ Clinical Flow Panels

Supports over 50 pre-configured clinical flow cytometry panels covering leukemia, lymphoma, MRD, and more.

Transfer Learning for Custom Panels

Adapts to new or custom panel configurations through transfer learning without retraining from scratch.

Broad File Format Compatibility

Compatible with FCS versions 2.0 through 3.1 and LMD data from all major flow cytometer manufacturers.

Trained on 300K+ Expert Cases

Built on a foundation of over 300,000 expert-diagnosed cases ensuring robust real-world performance.

Ultra-Low MRD Detection

Detects measurable residual disease at ultra-low cell percentages for sensitive post-therapy monitoring.

90% Faster Turnaround

Reduces report turnaround time by up to 90% compared to traditional manual analysis workflows.

Technical Specifications

Input FormatsFCS 2.0–3.1, LMD
Analysis Speed100K events in ~5 seconds
Sensitivity100% (acute leukemia panels)
Specificity98.3% (acute leukemia panels)
Panel Support50+ clinical configurations
Training Data300,000+ expert-diagnosed cases
MRD DetectionUltra-low percentage cells
Clustering EngineHDPC with 0.01% sensitivity

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