Cardiology
ACS Recovery Optimization

Optimizing ACS Recovery with Realize-365

How Realize-365 organizes fragmented cardiac data into clear, source-linked summaries that support clinician review and safer transitions of care.

Saved 15-20 mins

Per patient review session

Earlier Visibility

Ischemia-related pattern findings

Reduced Readmissions

Improved 30-day post-PCI outcomes

Clinical Background

Patient: Mr. Daniel Harris, 58y (Diagnosis: NSTEMI, s/p PCI with stent)

History of HTN, HLD, obesity, and former smoker. Admitted for NSTEMI requiring PCI and DAPT initiation. Setting: Inpatient → Outpatient cardiac rehab → Home health.

1

Inpatient Phase: Surfacing Documented Ischemia-Related Trends

Clinical Problem

On post-procedure Day 1, subtle changes appear: SBP falls (118 → 102 mmHg), HR rises (68 → 85 bpm), and telemetry shows intermittent PVCs. Patient reports mild chest tightness. Individually dismissed, but together could suggest early ischemia, med-timing mismatch, or stent-related complication.

Realize-365 Action

Query: "Analyze last 24h vitals, telemetry, troponins, and chest pain documentation. Compare to early stent thrombosis profiles."

Hemodynamics: SBP ↓ 16 mmHg; HR ↑ 17 bpmMatches early ischemia trend
Troponins: Stable, no riseThrombosis unlikely
Med Timing: Beta-blocker delayed 2 hrsPossible iatrogenic factor

Insight: Documented vitals and med-timing pattern are consistent with supply-demand mismatch, flagged for clinician review, with source links to the underlying entries so the team can evaluate next steps.

Impact

  • Surfaces documented trends early for clinician review.
  • Avoids ICU escalation and saves 15 mins of manual review.
2

Discharge Planning & Medication Precision Reconciliation

Clinical Problem

Before discharge, nurses must reconcile home meds, avoid duplication, and confirm teaching for DAPT. Errors commonly include duplicate ACE inhibitors, incorrect statin dosing, missing PRN nitro instructions.

Realize-365 Action

Query: "Cross-check home meds, inpatient orders, and cardiology discharge protocol. Flag interactions, duplications, and incomplete patient-teaching elements."

Duplicate Alert
Lisinopril + Enalapril
Enalapril listed on both home-med and inpatient lists
Teaching Gap
Missing Nitro Instructions
Verify patient understanding

Insight: Documented medication list shows a duplicate ACE-inhibitor order and a gap in nitro-instruction teaching, flagged for clinician review, with the relevant documentation linked for the discharge team.

Impact

  • Surfaces documented duplications for clinician review before discharge.
  • Saves 20-25 minutes per discharge.
3

Outpatient Phase: Cardiac Rehab Optimization

Clinical Problem

Two weeks after discharge, cardiologist needs to review 14 days of rehab data (BP, HR, recovery metrics) buried in fragmented logs to assess progress.

Realize-365 Action

Query: "Show 7-day BP and resting HR trends, HR recovery on rehab days, and highlight any days outside target."

DayBPHR RecovInsight
Day 1132/82+24 → 88Baseline
Day 7126/79+17 → 78Improved conditioning

Insight: Documented HR recovery has improved by ~50% over 7 days, consistent with improving conditioning, flagged for clinician review of Phase II rehab intensity.

Impact

  • Provides visually clear 7-day cardio trend in seconds.
  • Supports personalized rehab progression based on objective response.
4

Home Health: Consolidated Documentation Review

Clinical Problem

Day 10: Home health notes Weight ↑ 3 lbs, mild edema, BP creeping up. These documented changes are buried in narrative notes, delaying the care team’s review.

Realize-365 Action

Query: "Compare last 7 days of vitals, weights, edema documentation, and sodium intake relevant to CHF decompensation monitoring."

Weight: 198 → 201 lbs↑ 3 lbs in 7 days
BP: 128/80 → 136/88 mmHgRising trend
Edema: None → Mild bilateralWorsening

Insight: Documented weight, BP, and edema trends are compiled into a single source-linked timeline and surfaced for clinician review, so the care team can evaluate the documented changes against their own clinical criteria.

Impact

  • Surfaces documented CHF-related trends 3–5 days earlier for clinician review.
  • Supports earlier clinician review of documented home-monitoring trends.

Why this case matters

Integrated Trends

Realize-365 brings documented vitals, meds, and telemetry into one source-linked view so clinicians can review subtle documented patterns that single-point checks miss.

Medication Safety

Consolidated medication views at discharge help clinicians spot documented duplications and support adherence conversations.

Proactive Intervention

Earlier visibility of documented weight, BP, and edema trends gives clinicians more time to review the record and apply their own judgment.