ACTIONABLE HEALTHCARE INTELLIGENCE

From unstructured electronic health records to complex legacy datasets, we empower healthcare organizations and researchers to unlock the hidden value within fragmented clinical data.

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Structured Insights Generated
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ML-Driven Data Normalization
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Scalable Data Processing
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Regulatory-Grade Accuracy
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Inside the Algorithm | Flashback Technologies
Technology Deep Dive

Inside the Algorithm

Explore how CipherSensor transforms raw arterial pulse data into the Compensatory Reserve Index — a lifesaving vital sign invisible to traditional monitors.

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Signal Capture
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Waveform Analysis
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Feature Extraction
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ML Engine
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CRI Output

From Pulse to Prediction

Five stages transform raw photoplethysmographic data into the Compensatory Reserve Index — a continuous, patient-specific measure of hemodynamic stability.

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Signal Acquisition

PPG waveform captured via pulse oximetry

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Waveform Processing

Noise filtering and beat-to-beat normalization

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Feature Extraction

750+ morphological features per cardiac cycle

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ML Classification

CipherSensor pattern recognition engine

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CRI Output

Continuous index from 1.0 to 0.0

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Accelerate Discovery

We transform complex, fragmented medical data into actionable insights, allowing life-science teams to improve analytical accuracy and treatment evaluation.

Precision Monitoring

With FDA-cleared technology like the CipherOx CRI-M1, we empower clinical teams to accurately detect and trend acute blood loss, improving reliability in critical care environments.

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CLINICAL INTELLIGENCE

Scalable Data Processing

By combining machine learning and large-scale data processing, we create a powerful ecosystem for turning complex medical data into actionable intelligence.

Structured Medical Insights

Our platform transforms complex, fragmented medical data into structured, actionable insights to improve understanding and decision-making.

ML-Driven Data Normalization

We apply machine-learning models and data-normalization techniques to extract value from unstructured historical records and legacy datasets.

View Clinical Evidence
Dive Into Discovery
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CLINICAL TRUST

Actionable Intelligence, Trusted by Healthcare Leaders and Life-Science Teams

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Dr. Sarah M.

Lead Clinical Researcher

"The platform’s ability to normalize legacy datasets significantly accelerated our study. We finally have clarity on disease patterns that were previously hidden in noise."
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Michael L.

Health System Administrator

“Integrating their machine-learning models into our EHR workflow has optimized our decision-making. The accuracy in data interpretation is a game-changer for our operational efficiency.”
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James R.

MedTech Product Lead

“Flashback’s technology provided the analytical clarity we needed for our FDA-related evaluation. Their focus on reducing data inconsistency is exactly what the industry needs.”
INSIGHTS & EVIDENCE

Advancing Medical Innovation Through Clearer Data Interpretation

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