Ep. 151 How AI Is Transforming ICU Patient Safety and Hospital Operations episode artwork

EPISODE · Jan 16, 2026 · 33 MIN

Ep. 151 How AI Is Transforming ICU Patient Safety and Hospital Operations

from Business Growth Spotlight · host Heidi Schalk

Show Notes:In this episode of Business Growth Spotlight, host Heidi Schalk sits down with Dr. Darren Klugman, physician leader and executive at CalmWave, to explore how AI is transforming patient safety and hospital operations in the ICU. Drawing from nearly two decades in pediatric cardiac critical care, Darren shares firsthand insight into one of healthcare’s most persistent and dangerous challenges: alarm fatigue.The conversation dives deep into why ICU noise is not just an annoyance, but a serious patient safety risk, how imprecise monitoring erodes clinician trust in alarms, and how CalmWave’s AI-driven platform is reducing non-actionable alarms by up to 58 percent. Darren also explains why physician leadership is critical in health tech startups, what non-clinical founders often miss, and how real innovation in healthcare must be results-driven, not hype-driven.This episode is a must-listen for healthcare leaders, health tech founders, hospital executives, and anyone interested in how AI can meaningfully improve patient outcomes while reducing clinician burnout.Bio:Darren Klugman, MD has two decades of clinical and hospital leadership and is driven by passion for elevating patient outcomes through strategic thinking, data analytics, and a team-first approach. His background in pediatric cardiac intensive care has shown that real progress happens when teams rally around a common goal, and he believes in building a culture where people, processes, and data blend together to develop solutions and deliver unparalleled results.Darren is currently the Chief Clinical Officer at CalmWave, a unique AI platform fusing siloed hospital data to improve patient safety and operations in the ICU.  He is also a sought out advisor and consultant to a number of early phase start ups and drug development companies.To connect with our guest, click on the links below:LinkedIn:  www.linkedin.com/in/darrenklugmanmdWebsite:  https://calmwave.ai/Connect with me:LinkedIn:  https://www.linkedin.com/in/heidischalkcoaching/

Episode metadata supplied by the publisher feed · Published Jan 16, 2026

Show Notes: In this episode of Business Growth Spotlight, host Heidi Schalk sits down with Dr. Darren Klugman, physician leader and executive at CalmWave, to explore how AI is transforming patient safety and hospital operations in the ICU. Drawing from nearly two decades in pediatric cardiac critical care, Darren shares firsthand insight into one of healthcare’s most persistent and dangerous challenges: alarm fatigue. The conversation dives deep into why ICU noise is not just an annoyance, bu...

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Ep. 151 How AI Is Transforming ICU Patient Safety and Hospital Operations

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This episode was published on January 16, 2026.

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Show Notes:In this episode of Business Growth Spotlight, host Heidi Schalk sits down with Dr. Darren Klugman, physician leader and executive at CalmWave, to explore how AI is transforming patient safety and hospital operations in the ICU. Drawing...

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