JEMS Development Editor Mike Brown speaks with Aaron Weedman, PhD, technical lead for machine learning in emergency medicine at the University of Pittsburgh, and Dr. Lenny Weiss, EMS physician and medical director for air and ground services. They discuss how natural language processing can analyze prehospital free-text data, such as chief complaints and 911 call notes, to predict the need for critical interventions like airway management, hemorrhage control, blood transfusions, and CPR. The technology may also help determine whether patients need ALS or BLS resources. Using data (about 10 million chief complaints) and 20,000 to 25,000 911 calls, the researchers found the models performed well and closely matched existing dispatch protocols. The goal is to improve dispatch accuracy, mobilize resources faster, and reduce cognitive workload for busy EMS crews.

Jim McGuire, founder and CEO of Entrotech Incorporated, sat down with JEMS Product Pod Host Mike Brown to discuss the origin and tactical advantages of the Multi-T—a self-recoiling, non-stick compression dressing and tourniquet. Developed alongside military veterans for special operations teams, the device was designed to look like simple tape while offering high-strength occlusion at a fraction of the pressure required by traditional tourniquets like the CAT. McGuire explained how testing on fresh cadavers at Wake Forest University helped earn FDA clearance, clearing a path for the product to transition from military field use to civilian first responders.

Infection control consultant Katherine West explains why current Bundibugyo Ebola activity in the Democratic Republic of Congo and Uganda is considered low risk for the United States. She reviews outbreak drivers—border-spanning transmission, insurgent attacks on treatment centers, community distrust, and limited PPE—and summarizes Uganda’s rapid public-health response (isolation, contact tracing, lab testing) that ended local transmission. West covers clinical features (flu-like “dry” phase, then gastrointestinal “wet” phase; bleeding in about 10%), transmission dynamics, and the role of bats. She recounts U.S. Ebola experience and outlines preparedness measures: airport screening at major hubs, designated treatment centers and transport teams, available PPE and disinfectants, and EMS-specific guidance (droplet/contact precautions, avoid aerosol-generating procedures, mask the patient, use closed suction).

Mark Flauter hosts Dan Gerard and Walter Adler for a frank, policy-focused discussion on recognizing EMS as an essential public good. They unpack the EMS Bill of Rights, why ambulances must be ready 24/7, and how a federal EMS Corps and a Department of EMS could rebuild workforce pipelines and guarantee standards. Dan and Walter explain demonetizing true emergencies, aligning bargaining objectives across municipal, private and hospital systems, and the peril of unfunded “essential” designations. They also confront the crisis in provider mental health and argue for structured peer support, pensions, livable wages and training investments. Practical guidance for local advocacy: engage legislators, partner with hospitals and community groups, and demand clear definitions of “essential.” Listen to learn how unified language, organized labor strategies, and federal support can move EMS from billing-driven survival toward stable, publicly funded readiness.

Point-of-care ultrasound (POCUS) is rapidly transforming emergency medical services, stepping up as the modern equivalent of the 12-lead ECG for today's paramedics, according to Dr. Ross Prager. While portable ultrasound technology was initially developed to miniaturize heavy hospital equipment for field use, widespread adoption faced friction due to complex training demands and accuracy drop-offs in fast-paced environments. AI integration directly tackles these scaling bottlenecks by guiding real-time image acquisition and providing high-level diagnostic interpretation.

By automatically identifying critical structures like the pleural line or organ interfaces, AI helps paramedics capture crisp, reliable views—even under chaotic field conditions with severe glare, heat, or noise. For trauma and undifferentiated dyspnea calls, prehospital ultrasound delivers vital objective data. Detecting free abdominal fluid or absent lung sliding allows EMS teams to notify receiving trauma centers immediately. This clinical head start mobilizes blood banks, surgical staff, and operating rooms before the ambulance even arrives, cutting down critical time to definitive care.

FDA has cleared Ezplaz, a shelf‑stable freeze‑dried plasma product, opening new possibilities for prehospital transfusion. In this episode Dr. Matt Levy and Dr. Randi Schaefer walk through the history, physiology, and practical realities of dried plasma: why it can stabilize bleeding patients, how it’s reconstituted, and where it fits alongside whole blood and component therapy. They emphasize that this is not a plug‑and‑go item—dried plasma remains a regulated blood product requiring medical director oversight, temperature management, documentation, and stewardship. Listen for implementation tips, regulatory limitations (approved for adults and currently intended where liquid plasma isn’t available), cost and distribution considerations, and how to prepare your system and crews.

NOTE: The military was officially approved to use FDP in 2018. Efforts started earlier.

This episode breaks down the ICEBERG Study and why driving pressure may provide a clearer measure of ventilator stress and patient outcomes than plateau pressure alone. We define driving pressure, explain how it is calculated, and review evidence showing that higher driving pressures are associated with worse outcomes in mechanically ventilated patients. The discussion explores why plateau pressure can be a useful trend but may not fully reflect lung stress, how changes in PEEP can affect driving pressure and lung recruitment, and why monitoring compliance, SpO₂, and end-tidal CO₂ is essential when assessing response to ventilator adjustments. We also examine the rapid changes in lung mechanics that can occur after cardiac arrest or repeated intubations and discuss how driving pressure and compliance data, when available on transport ventilators, can help guide safe ventilator management during transport.

Lt. Stephen Zachar, lead recruiter for the Memphis Fire Department, explains how the department rebuilt recruitment and retention by hiring EMS licensed candidates, fast-tracking recruits with Firefighter I, and using lateral hires to reduce academy time and overtime costs. Learn how the department hired 1,000-plus EMS licensed recruits from 42 states, increased local retention to 77%, saved upward of $2.4M in a year, and staffed a 57-station, 1,700-person department more efficiently. Stephen walks through Memphis’ interview and onboarding and demos ResponderGrid — a new recruiting and networking platform for candidates and agencies (www.respondergrid.com) — and describes how it connects applicants, recruiters, chiefs, and vendors. Visit www.joinmemphisfire.com to learn more.

Three members of the Cool Fireman Podcast join the Salty Paramedic on Just a Little Salt for a wide-ranging conversation about firehouse culture, leadership, and life on shift. Brian Kelly, Doug "Big City" Bishop, and Adam "Unkie" McCoy discuss crew integrity, how phones and station design have changed the kitchen-table camaraderie, what earns a rookie respect, and leadership lessons like "inspect what you expect" and owning mistakes. They share favorite episodes and guests, podcasting realities, social media’s pros and cons, and even the lighter side — pranks, firehouse food, bourbon and bad meals. If you run shifts, recruit, or lead, this episode digs into practical advice on training, mentorship, and balancing friendship with command.

EMS has long been technologically underserved compared to hospital systems, forcing medics to perform high-stress mental math in the field. On the JEMS Podcast, OneDose co-founders Tristan and Colton Hazlett share how they're changing that dynamic. What started as a hardware project in their parents' basement, resulting in the OneWeight smart gurney scale, has evolved into a comprehensive medication safety platform.

The OneDose app integrates directly with major EPCRs like ESO and ImageTrend to streamline clinical workflows and reduce cognitive load. Its standout features include a voice-to-voice AI Assistant for quick protocol summaries and a digital cross-check system that scans medication vials to flag concentration mismatches. By replacing manual calculations with precise dosing support, OneDose helps medics keep their focus on patients rather than screens.

This podcast is brought to you by OneDose. https://myonedose.com/ems-app/?utm_source=jems&utm_medium=podcast&utm_campaign=ai_healthcare