How Ultrasound Frequencies Enable Early Intervention and Save Lives
What if the difference between a late diagnosis and a successful intervention was simply how we decode the signals of a sound wave?
In this episode, we are discussing the transition of ultrasound from a static hospital tool to a mobile network of care that brings diagnostics directly to the patien…
What Hospitals Actually Need Before They'll Deploy Your AI
Will AI eliminate primary care — or finally give primary care physicians their time back?
That's the central question driving this episode, as Dr. Junaid Kalia, Dr. Harvey Castro, and Ed Marx sit down with Dr. John Dayton — an ER physician who has evaluated healthcare startups as an angel investo…
Transforming Workflows: AI and HPC for Efficient Healthcare Operations
At the recent HIMSS annual conference, we collaborated with AMD at the Dell Technologies to feature thought leaders in healthcare technology. With this panel we discussed how cutting-edge advancements in Artificial Intelligence (AI) and High-Performance Computing (HPC) are revolutionizing healthcar…
AI Won’t Replace Your Pediatrician — But It Will Change the Visit
The hardest part of a pediatric visit now happens before the appointment even begins.
In this episode, Dr. Isha Mannering — a board-certified pediatrician with 16 years in the Dallas–Fort Worth area and founder of InTuneMD — joins Dr. Junaid Kalia, Dr. Harvey Castro, and Ed Marx to confront a new r…
Can Medicine Keep Up with AI? — Dr. Yeshe Kway (Oxford)
Somewhere in Oxford, there’s an AI that can produce a contrast-enhanced cardiac MRI without ever injecting the contrast. No needle, no gadolinium, no risk. It works — and it has for years. Walk into a community hospital in Dallas tomorrow, and you still can’t get it.
In this episode, Dr. Harvey Cas…
Who Owns Your Medical Record Now? — Stephen Rouse, Co-Founder, Savva
For a generation, your medical record has lived behind the hospital’s firewall. What happens the day the patient walks in holding it — already read, already interpreted by AI, on their own phone?
In this episode, Dr. Harvey Castro hosts — with co-hosts Ed Marx and Dr. Isha Mannering — a conversatio…
Explainable Clinical Digital Twins: One Engine for Power Plants and Patients
The same software engine can run a 400-megawatt power plant and simulate whether a cancer drug will survive a real-world patient population. That’s not two companies — it’s one engine, built by a founder who came up not in medicine but in gas turbines and heavy industry.
In this episode, Dr. Junaid…
Buyer to Builder — The Invisible Layer of Patient Monitoring
A small sensor sits on a tripod across the room — no wearable, no camera, nothing taped to a chest — and it’s reading a heartbeat through the air. What does it take for a tool like that to survive contact with a real hospital?
In this episode of Signal & Symptoms, Dr. Junaid Kalia hosts — with co-h…
Run the Model Yourself: A Clinician’s Guide to Local AI
This one is a roundtable — no guest, just the three of us. Dr. Junaid Kalia sits down with co-hosts Ed Marx and Dr. Harvey Castro for a hands-on, slightly geeky conversation about something most clinicians have never been told they can do: run capable AI models yourself, on your own hardware, witho…
The Decision, Not the Model: Lessons from Oncology AI — Dr. Agata Krasoń
“AI alone is very rarely the real breakthrough.” That’s how Dr. Agata Krasoń — a Senior Clinical & Imaging Data Scientist at Roche, joining from Switzerland — opens the conversation, and it reframes the entire episode. The breakthrough, she argues, happens when the right data, the right model, the …
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