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Hosted by Unknown Host · 🇺🇸 US · EN · 47 episodes
Established thought leaders with verified media credentials.
Three healthcare AI experts who've watched millions wasted on failed projects. Dr. Harvey Castro, Dr. Junaid Kalia, Edward Marx, and guest experts cover all things healthcare AI - from digital transformation to clinical reality. Every Tuesday, we diagnose real failures, reveal what actually works, and help you avoid the expensive mistakes we've seen repeated everywhere. Because when AI decisions affect patient care, getting it right isn't optional.
Unknown Host hosts Signal and Symptoms Podcast, a news show with 47 episodes published.
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. Har
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
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 InTune
The foundation of tomorrow's diagnostics is being rebuilt — and it starts in biology, not silicon. In this episode, Edmund White, biomedical innovator and bestselling author, joins the conversation to challenge an assump
We built a healthcare system engineered for sick care, but the future of medicine belongs to those who seek health. In this episode, global Digital Health Futurist Philippe Gerwill joins the panel to unpack the real bott
What does it actually cost when a diagnosis comes six months too late, a test gets ordered twice, or a treatment decision gets made without the best information available? In this special recap episode of Signal & Sympto
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 Dayto
You already know not every AI tool belongs in your workflow. The real question is whether your filter is sharp enough to tell the difference. In this episode, Dr. Junaid Kalia and Dr. Harvey Castro sit down with Dr. Hans
What if the most powerful diagnostic tool wasn't a scan or a lab result — but a continuously learning model of your patient, built from their own data? In this episode, Dr. Junaid Kalia sits down with co-host Dr. Harvey
Most healthcare conversations stop at disruption, but this one starts there. In this episode, three healthcare experts sit down to map what happens when AI doesn't just change clinical workflows — it rewires the economic
You went into medicine to save lives. But somewhere between residency and the real world, you started wondering — is there more I could be doing? That question is not a distraction. It might be your next diagnosis, and t
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 t
What if the real barrier to better patient outcomes isn't the medicine — it's the infrastructure to prescribe it well? This episode surfaces a broader signal: personalized medicine is no longer a future ambition — it's a
The overarching signal is: we're early, it's messy, and the people closest to the work know it best. In this episode, Dr. Andrew Kim joins hosts Dr. Junaid Kalia, Dr. Harvey Castro, and Edward Marx for an unfiltered look
When 71% of training data for FDA-approved AI comes from just three states, geographic bias shifts from a technical oversight to a direct clinical liability. To deliver on the promise of value-based care, we must move be
What happens when the data behind AI doesn't actually reflect the patients it's meant to help? And if precision medicine is the goal, what’s truly standing between us and getting there? These are not rhetorical questions
Global anxiety about AI and jobs is at its peak. And the data suggests people are right to feel it. But this episode isn't a warning. It's a diagnosis. Dr. Junaid Kalia, Edward Marx, and Dr. Harvey Castro step back from
What happens when a 200-year-old safety-net hospital decides it's had enough of losing revenue to insurance denials and uses AI to fight back? The answer may change how you think about the intersection of clinical care a
Why do brilliant healthcare products fail before they ever reach patients? Sally Ann Frank, who leads Microsoft's worldwide strategy for health startups, exposes the fatal mistake and her proven protocol to avoid it. In
Healthcare is at a critical crossroads where clinicians are increasingly sidelined by administrative weight and third-party interests. The path forward isn't just surviving a broken system—it’s reclaiming our roles as pr
Dr. Junaid Kalia
neurocritical stroke and epilepsy specialist · SaveLife.ai
3 appearances on this show
Dr. Harvey Castro
author of ChatGPT and Healthcare: The Key To New Future of Medicine · Phantom Space
2 appearances on this show
Andrew Kim
author of "Culture for the Left-Brained Leader" · Canada research chair in addictions and mental health comorbidity
1 appearance on this show
Ilya Burkov
Global Head of Healthcare & Lifesciences Growth · Nebius AI
1 appearance on this show
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Signal and Symptoms Podcast is hosted by Unknown Host. The show is categorised under news (business) and has published 47 episodes.
Signal and Symptoms Podcast has published 47 episodes.
Signal and Symptoms Podcast regularly covers news, business, technology. It sits in the news category, with a business focus.
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Episodes of Signal and Symptoms Podcast average 19 minutes. a focused format where a clear narrative arc and tight preparation matter most.
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