One Engine.
Every Heartbeat.

MaxYield™ Neural Network:
The ECG Algorithm Accelerator

Patented neural networks that make your existing ECG workflows cleaner, faster, and sharper - without replacing them.

MaxYield is a device-agnostic intelligence layer. Integrate through API and plugin directly to your existing workflow and hardware. Your team keeps the tools they know; MaxYield raises the signal quality everything downstream depends on.

Our Tech

Understanding the MaxYield™ Neural Network

Device Agnostic Processing

MaxYield accepts ECG traces from any device. Our universal input layer automatically adapts to different sampling rates, amplitudes, and signal characteristics without requiring device-specific calibration.

Advanced Noise Mapping

Our Neural Network understands what the true signal actually looks like, allowing it to “see through” the noise, isolating and labeling the key characteristics. In one pass MaxYield’s multi-stage noise filter explicitly targets:

Baseline Wander
Motion Artifacts
Muscle Artifacts
Electrode Interference

The key innovation: we map noise without distorting the underlying physiology, preserving the diagnostic information that matters, quantifying it in a data table within moments.

What Sets MaxYield™ Apart

Expert-Curated Training Sets

Our foundational datasets require recordings from leading medical institutions, spanning diverse patient populations, recording device types, and environmental conditions. Every annotation is validated by experts in the field, all part of the gold-standard methodology that underpins every release - lead by our Advisory Board

High-Noise Event Flagging

Our neural networks are trained to handle the high-noise conditions of real-world recordings and still perform at an expert level - including the edge cases where traditional peak-based or "picture matching" algorithms lose confidence. MaxYield can run in front of those algorithms and hand them a cleaner signal, so their accuracy goes up without them being replaced.

Ensemble Validation

Multiple validation approaches verify accuracy against gold-standard annotations. Our machine learning models for predictive analytics undergo rigorous testing across demographic groups, device types, and both clinical & real-world conditions before deployment.

Applications:
Dynamic Beat Segmentation

Our patented, expert-validated & accurate beat-detection AI uses dynamic segmentation to locate critical signal features:

ECG Signals

MaxYield cleans recordings of any length & quantifies the every heartbeat in the signal. Beat-by-beat data tables include the onsets / offsets of P wave, QRS complex, & T wave, plus time-series intervals between them

Explore MaxYield ECG

Insight360 Visualization

Insight-360 transforms MaxYield’s quantified ECG outputs into customizable dashboards and reports. Users can visualize trends across metrics that apply different formulas, and export reports in minutes

Explore Insight360


Our neural network adapts to all environments, continuously learning on each signal processed

Implementation and Integration

REST API Integration

JSON-based API endpoints for seamless integration into existing healthcare workflows. Comprehensive documentation and sample code accelerate implementation. Drop MaxYield into your existing pipeline - your workflow stays the same, the inputs it receives get cleaner.

On-Device Processing

Native software development kits (SDK) enable computing scenarios where latency, privacy, or connectivity constraints require local processing power. Run the intelligence layer natively on your device alongside existing firmware, with no UI or user-facing change.

Cloud-Integration

Flexible CDK architecture supports both cloud-scale batch processing and real-time edge analysis, optimizing for your specific use case requirements.

MaxYield

Our Products

MaxYield-ECG is the intelligence layer that maps through signal noise and isolates the true ECG waveform.

This patented technology delivers rapid, in-depth structured outputs - P wave, QRS, and T wave onsets and offsets, plus time-series intervals like QT, ST, PR, and RR - that feed more accurate downstream metrics, including heart rate variability.

Research-grade ECG intelligence, in minutes, on recordings of any length. Add Gold Standard methodologies to the workflow & system that your team already trusts.

MaxYield ECG

Insight360 transforms MaxYield’s clean, "neuralized" ECG data into fully customizable dashboards and reports.

Built for clinicians, researchers, and innovators, visualize every beat, interval, and trend through drag-and-drop widgets and configurable formulas. The result is a clear, interactive view of metrics like HR, HRV, QT/QTc, ST, PR - ready for instant export or automated reporting.

Insight360 enables users to turn raw signal data into actionable insights, accelerating interpretation and scaling throughput across any ECG workflow - from single strips to 48-hour Holters.

Insight360

Interested In Learning More?

Sign up for a free trial today and try it out for yourself. You can also visit our contact page to talk with a Neural Cloud team member!