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Unlocking the Potential of Living Labs

We empower healthcare researchers conducting real-world studies with streamlined operations and data-driven insights.

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Centralive originates from the Institute for Future Health at the University of California, Irvine, with NSF support.
Centralive originates from the Institute for Future Health at the University of California, Irvine, with NSF support.
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Your whole Living Labs. One closed-loop platform.

Centralive unifies all components of real-world research projects into an easy-to-use, code-free, closed-loop platform. It reduces study design time from months to hours, streamlines operations, enhances participant engagement and retention, and empowers significant discoveries with ready-to-use AI and analytics services. Each component is powerful on its own, but together they create even greater impact.

 

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Multi-Device Integration

Collected research-grade, high-resolution data with a fully integrated suite of wearable and portable devices.

Digital Interventions

Design and deliver scheduled or just-in-time digital interventions with a user-friendly, no-code interface.

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Operational Management

Streamline multiple operational aspects of your research, including adherence tracking, safety monitoring, as well as report generation and data visualization.

Context-Aware Multimedia Survey & EMAs

Schedule time or context-triggered surveys and EMAs, incorporating voice, text, or image inputs.

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Life Logging

Passively capture participants' daily life events, including location, social media usage, and activities, through advanced smartphone sensing.

Elements of Life Logging

Data Analytics

Access on-demand AI and analytics services, including bio-signal processing for HRV, accelerometer, EEG, ECG, and more, as well as exploratory and confirmatory ML-based analyses such as trend analysis, causal analysis, and predictive modeling.

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BioSignal Processing

BioSignal Processing

Bio-Signals: Includes ECG, EEG, PPG, accelerometer, EDA, respiration, and more.
Applications: Covers areas such as sleep analysis, heart rate variability (HRV), stress monitoring, arrhythmia detection, and physical activity tracking.
Pre-Processing: Features advanced filtering techniques and motion artifact removal for enhanced data quality.

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Exploratory Analysis

● Seasonality Analysis
● Temporal Pattern Analysis
● Clustering Analysis
● Anomaly Detection
● Change Point Detection
● Event Mining

Causal Analysis

Causal Analysis

● Causal Discovery
● Causal Estimation
● Mediator Analysis
● Counterfactual Analysis
● Structural Equation Modeling (SEM)
● Factor Analysis

Machine Learning

Machine Learning

● Predictive Analysis
● Risk Stratification
● Treatment Response Prediction
● XAI including SHAP
● NLP
● Time-Series Forecasting

Agents and GenAI

Agents and GenAI

● Virtual Health Assistants
● Care Coordination Agents
● Patient Monitoring Agents
● Research Assistance Agents

Benefits of Cetralive

HIPAA Complient & GDPR Complient

IRB Approval Made Easy

eConsent

Randomization

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