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AI IntelligencePowered by Google Gemini

AI That Understands Dialysis

Smart Fill predictions, confidence scoring, clinical warnings, and a feature suggestion engine — saving 3–5 minutes per session while keeping clinicians in control.

3–5 min
Saved per Session
15+
Auto-Filled Fields
3
Confidence Levels
Real-time
Anomaly Detection

Smart Fill

AI predicts your session parameters

Based on 3+ previous sessions, Smart Fill pre-populates treatment parameters including dry weight, dialyzer model, UF goal, and medication dosages. Nurses review and accept — saving 3–5 minutes per session.

Analyzes last 3 treatment sessions for pattern detection
Pre-populates 15+ session parameters automatically
Individual field acceptance or one-click "Apply All"
Learns from corrections to improve accuracy over time

Confidence Scoring

Know when to trust the AI

Every Smart Fill prediction comes with a visual confidence indicator. High confidence (green) means the AI is very sure. Medium (orange) suggests manual review. Low (blue) means insufficient data — the field is left empty.

Green: High confidence — 90%+ accuracy expected
Orange: Medium confidence — manual review recommended
Blue: Low confidence — insufficient history data
Transparent scoring helps build clinical trust

Clinical Warnings

Anomaly detection across vital trends

DialyzeFlow monitors vital sign trends across sessions. When a pattern deviates — sudden BP changes, weight fluctuations, or UF rate anomalies — the system flags it for clinical attention.

Cross-session trend analysis for BP, HR, weight
Automatic flagging of anomalous patterns
Visual alerts integrated into the treatment form
Complements (never replaces) clinical judgment

Feature Suggestion Engine

AI-driven development prioritization

A unique meta-AI capability: the system analyzes usage patterns, user feedback, and workflow bottlenecks to recommend which features to build next. This guides the product roadmap with data-driven decisions.

Analyzes usage patterns across all roles
Identifies workflow bottlenecks and friction points
Generates prioritized feature recommendations
Feeds into the DialyzeFlow development roadmap
Philosophy

AI Augments — Never Replaces — Clinical Judgment

Every AI prediction in DialyzeFlow is a suggestion, not a decision. Nurses and doctors always have the final say. Smart Fill can be overridden field-by-field. Clinical warnings draw attention but never block workflow. The goal is to make clinicians faster and more informed, not to automate clinical decisions.

Every prediction is reviewable
Warnings inform, never block
Transparent confidence scores

See DialyzeFlow AI in Action

Watch Smart Fill predict session parameters in real time during a live demo.