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The ‘Messy File Cabinet’ Effect- How AI is Bringing Clarity to Critical Care

In a new DOTmed article, Etiometry Co-Founder and Chief Technology Officer Dimitar Baronov explores the “messy file cabinet” effect in the ICU and how AI can help transform fragmented, high-frequency patient data into meaningful clinical insight. Read the full article to learn how AI is helping bring greater clarity to complex critical care environments: www.dotmed.com

Hamilton Medical, Inc. and Etiometry Partner to Advance Data-Driven Respiratory Care in the ICU

Collaboration combines advanced ventilation technology with AI-driven clinical intelligence to support more proactive, data-driven respiratory management BOSTON, Mass. – Sep. 10, 2026 – Hamilton Medical, Inc. and Etiometry today announced a US partnership to bring AI-driven, data-supported respiratory intelligence to intensive care teams managing mechanically ventilated patients. The collaboration combines Hamilton Medical’s advanced ventilation technology and […]

The Documentation Gap Nobody Talks About — And What It’s Costing Your ICU

Every ICU has a documentation problem. Most don’t know the full scope of it. Clinical events happen continuously in high-acuity care — hemodynamic shifts, ventilatory changes, transient complications that resolve before the next chart entry. Clinicians respond to them. They manage through them. And then, in the relentless pace of the ICU, those events may […]

Beyond Escalation: How Clinical Intelligence Supports ICU De-Escalation Decisions

In high-acuity care, clinical attention naturally gravitates toward escalation: adding interventions, increasing support, responding to deterioration. But the other half of intensive care, knowing when and how to safely step back from those interventions, is equally demanding and equally consequential. Prolonged mechanical ventilation, extended vasoactive support, mechanical circulatory support (MCS) and delayed discharge carry real […]

Cardiogenic Shock in Cardiac Surgery Patients: Why Continuous Physiologic Data Matters

Cardiac surgery patients don’t come from a single mold. A valve repair patient, a transplant recipient, a CABG patient, and a patient recovering from aortic surgery each carry a different hemodynamic profile and a different trajectory through the ICU. What they share is vulnerability, particularly to one of the most dangerous complications in post-surgical critical […]