Healthcare & Nursing
Course · 15 lessons · 7h 7m
AI and Evidence in Emergency and Critical Care
After this course you can apply current evidence and emerging AI tools to airway, trauma, stroke, sedation, and resuscitation decisions in acute care.
By the end, you'll be able to
- What Every Doctor Should Know About AI in Medical Research
- AI in Trauma Care: Evidence, Challenges, and Next Steps
- AI in ED QI
- Navigating Blood Pressure in Acute Spinal Cord Injury
Curriculum
15 lessons- 01What Every Doctor Should Know About AI in Medical ResearchDive deep into the essentials of AI in medical research. Learn the types of AI tools, understand potential biases, and explore the key ethical considerations that every clinician needs to know in order to interpret modern clinical studies confidently.46 min
- 02AI in Trauma Care: Evidence, Challenges, and Next StepsExplore how artificial intelligence is reshaping trauma resuscitation, from haemorrhage prediction to workflow optimisation. Jeremy and Hamish break down recent evidence, highlight real-world clinical challenges, and discuss the future of equitable, context-aware AI systems in critical care.22 min
- 03AI in ED QIJeremy and Hamish explore how artificial intelligence can pinpoint gaps in emergency care. They discuss successful case studies, emerging research, and practical tools helping clinicians bridge those gaps. Join this episode to hear real-life examples of AI’s role in shaping safer emergency departments.16 min
- 04Navigating Blood Pressure in Acute Spinal Cord InjuryThis episode dives into the latest evidence and debates around optimal blood pressure targets after traumatic spinal cord injury. Hosts Jeremy and Hamish discuss guidelines, pathophysiological rationale, and the evolving role of technology and monitoring in ICU and trauma care settings.14 min
- 05Emergency Airway Management: From Devices to SystemsIn this TIME episode, Jeremy and Hamish examine high-impact changes in emergency airway management across ED, ICU, and retrieval settings, including the role of videolaryngoscopy, structured oxygenation strategies, human-factors-driven algorithms, and ANZCA PG56–aligned airway governance. Drawing on contemporary trials, registry data, and guideline updates, the discussion focuses on how first-pass success, physiological stability, and team performance are best achieved through reliable systems rather than individual technical virtuosity.21 min
- 06Ketamine in Status EpilepticusDive into the evolving role of ketamine in managing refractory status epilepticus. We’ll explore its mechanism, evidence from recent studies, and how it fits into clinical protocols. Jeremy and Hamish discuss what makes ketamine unique and where it stands in the treatment landscape.36 min
- 07AI in ED TriageExplore how artificial intelligence is reshaping triage processes in critical care settings. We delve into the strengths, limitations, and real-world impact of AI-driven triage, highlighting safety, flow improvements, and future implications for emergency departments.26 min
- 08POCUS: Are we under-or-over Using itIn this episode, we unpack the growing divide between high-value and low-value bedside ultrasound across EDs, ICUs, and retrieval medicine. From missed opportunities in shock and respiratory failure to habitual eFASTs in stable trauma, we explore why overuse and underuse now coexist in the same departments — and sometimes by the same clinicians. We dive into training gaps, workflow friction, human factors, documentation blind spots, and how emerging tools like AI and tele-ultrasound may reshape practice.27 min
- 09Rethinking Stroke Care as a Systems ChallengeThis episode explores how stroke management has evolved from individual interventions to a complex systems problem. Jeremy and Hamish break down integrated stroke care pathways, spotlight tech-driven solutions, and examine where the system still fails patients.28 min
- 10Paediatric Procedural SedationExplore sedation practices from emergency departments to ICUs across three countries, debunking myths and examining real-world challenges. Delve into the complexities of drug choice, training protocols, and data-driven safety in high-stakes care environments.46 min
- 11Paediatric LRTI: Precision, Restraint & Grey ZonesExplore the evolving challenges of nomenclature in acute respiratory conditions and the nuanced exceptions in ICU protocols. Delve into the preventative shift, the impact of cognitive load, and how precision and leadership shape frontline critical care.21 min
- 12Rethinking ACS in the EDHamish and Jeremy explore the shift beyond STEMI, the limits of troponin-first pathways, how Australian guidance compares with US and European approaches, and why redistributing risk — not just updating protocols — is the real challenge in implementing change.31 min
- 13M&M Review: Trauma Resuscitation Pitfalls – Reviewing major trauma cases and performance gaps PART ONEThis is Part One of a Two Part Series.This episode delves into tragic trauma cases revealing how cognitive overload and systemic limits challenge critical care. Names and locations have been changed to ensure privacy.35 min
- 14M&M Review: Trauma Resuscitation Pitfalls – Reviewing major trauma cases and performance gaps PART TwoThis is Part Two of a Two Part Series.This episode delves into tragic trauma cases revealing how cognitive overload and systemic limits challenge critical care. Names and locations have been changed to ensure privacy.35 min
- 15Cardiac Arrest Management: The New EssentialsJeremy and Hamish expertly dissect the latest evidence in cardiac arrest management. From high-performance CPR to pragmatic drug strategies, they spotlight what matters most in improving survival. No hype—just the distilled principles and pitfalls frontline clinicians need to master.23 min
Your instructor
TIME Podcast
Welcome to TIME26, the podcast series exploring the intersection of cutting-edge technology and frontline critical care. From emergency departments to intensive care units, we unpack how digital health, AI, and data-driven tools are transforming trauma, resuscitation, and high-stakes decision-making. Join leading clinicians, researchers, and innovators as we interrogate the evidence, examine real-world applications, and consider the future of care through a global, equitable, and ethically grounded lens.
Visit TIME PodcastStart the course
15 lessons · 7h 7m. Free, no signup.
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