A Practical Look at Machine Learning in Healthcare with Josh Miramant
Release Date: 03/19/2021
ChatGPT: Where (and Where Not) to Apply it in Healthcare
The #HCBiz Show!
On this episode, we talk with Matt Hollingsworth, CEO of , about ChatGPT. If you've been reading the headlines, and maybe even experimenting with Chat GPT yourself, but don't quite grasp what's going on, then this episode is for you. Mat gives a not-too-technical, high-level explanation of what's going on under the hood so that you have proper context for the discussion. Then, Matt outlines the potential benefits, and potential harms, of applying ChatGPT in healthcare. Finally, Matt shares his experience launching Carta Healthcare, including how he convinced VCs that software plus...
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Medicaid Transformation: Past, Present, and Future with Alan Weil of Health Affairs
The #HCBiz Show!
Medicaid Transformation. 1115 waivers. Delivery System Reform Incentive Payment (DSRIP) programs. Expansion. Contraction. We’ve been at this for a long time. Why isn’t Medicaid transformed already? Well… it turns out that this is really difficult work. First off, there are complex political and ideological issues. Even if we all agree that we want the best healthcare for every American – a conceptually easy outcome to rally behind – we don’t all agree on what that looks like, how to get there, or how to pay for it. Second, it takes a long time for policy levers to play out in the...
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Should Patients Be Charged for Messages to their Doctors?
The #HCBiz Show!
Cleveland Clinic recently announced that they would begin . This flies in the face of everything the industry is talking about when it comes to patient engagement and value-based care. At the same time, it is quite unreasonable to think that a doctor should be available for questions at any time, for free. How can we protect the clinicians' time AND provide the patients with the care and attention they need? And why are we moving away from value-based care? Craig Joseph, MD, Chief Medical Officer of Nordic Consulting Partners, and Matt Lambert, MD, Chief Medical Officer for Curation...
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Take it All With a Grain of Salt
The #HCBiz Show!
Don and Shahid discuss NCQA's Health Innovation Summit (November 2022) and FHIR Dev Days (June 2022). They explore these events as examples of how to interpret what you hear at conferences, in industry media, and even on podcasts like this. The discussion covers a lot of ground including: What is NCQA? What is HEDIS? What does it mean to move from Electronic Clinical Quality measures (ECQM) to Digital Quality Measures (DQM)? Can FHIR really do all that!? Specified, but not implemented (this is important) Why is it hard to innovate and sell innovations in the quality measure space? How...
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The State of Blockchain and Web3 in Healthcare with Ray Dogum
The #HCBiz Show!
On this episode, we talk with Ray Dogum, MS, MBA about the state of blockchain and web3 technology in healthcare. Ray is the producer and host of the where he discusses blockchain developments in healthcare with industry experts. There was quite a hype cycle around blockchain in healthcare that has died, but there is still real development being done and plenty of opportunity to create value in the future. We’ll break down the pockets of success that are happening today and talk about where things could be headed in the future. For complete show notes and links visit:
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Can I Buy You Lunch (and tell you about my product)?
The #HCBiz Show!
Some people tell doctors that anything more than a cup of coffee is a conflict of interest. What about executives? Is it ok to take them out to lunch? What about a trip to the Super Bowl? Is there a line? Where is it? On this episode, Don and Shahid discuss a recent LinkedIn discussion where a healthcare executive called shenanigans on himself and his colleagues for accepting gifts. The gift is a symptom... not the underlying issue. Tune in to find out what the issue is and how to fix it. Plus, learn why Don hates RFPs and how we can do those better too.
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The Business Case for Being Patient-First with Brian Sanderson
The #HCBiz Show!
There's no business case for doing the right thing in healthcare. Fortunately, being patient-first is the right thing to do and can be good for business too. Today we talk with , national healthcare management leader at and author of the new book, The Patient-First Revolution. In it, Brian provides a blueprint for hospitals to skyrocket net revenue by boosting patient experience (#HCBiz listeners can grab a free copy of the book ). Brian explains it's important to think about more than short-term financials. Yes... you need to operate efficiently and run a sound business… those are...
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Building an Innovation Lifecycle Ontology
The #HCBiz Show!
It's easy to experiment with new tech and produce products that look and sound innovative. It's much harder to tie your innovation efforts to strategic objectives with measurable outcomes and then scale the solution across your organization. The former leads to "death by pilot". The latter makes a difference in people's lives. We need a more disciplined approach to innovation if we want to make a difference. In this episode (Ep. 201) we introduce the concept of the Healthcare Delivery Organization Innovation Lifecycle Ontology or HDO-ILO. That's a fancy way of saying that we are attempting to...
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Episode 200!!! What's Next for the show?
The #HCBiz Show!
On this episode, Don Lee and Shahid Shah celebrate 200 episodes of The #HCBiz Show! We discuss what we've done over the past 6 years and tell you where we're headed next. In a nutshell, we're going to work to codify what we've learned about innovation in healthcare over the past 200 episodes and in our decades of deploying digital health solutions. We're steering the effort, but we need your help. There will be plenty of ways to get involved. Thanks for learning with us over the past 200 episodes. Here's to 200 more! Oh... and we're on YouTube now too if you prefer the visuals: ...
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Putting Ambient Intelligence into the Clinical Workflow at Scale with Peter Durlach
The #HCBiz Show!
There’s no shortage of development when it comes to AI and ML in healthcare. The technology is already powerful and continues to advance. The challenge, as always, is getting things into the clinical workflow. And doing so at scale. Nuance has a plan to help innovators and health delivery organizations find alignment and get the right tools integrated into the clinical workflow quickly. Nuance started with ambient intelligence in the sensory realm. In computing, refers to electronic environments that are sensitive and responsive to the presence of people. Today, Nuance’s Dragon...
info_outlineMachine Learning in healthcare (and Artificial Intelligence in the broader sense) is real and is being used today. The problem is, it’s difficult to sort out what’s real and what’s hype. Opinions on the matter range from “it’s all hype and BS” to “AI is revolutionizing healthcare and replacing doctors”. The truth, of course, lies somewhere in between. Today we talk with Josh Miramant, CEO and Founder of Blue Orange Digital, to help you sort this out. After listening you’ll have clarity on what Machine Learning is, an understanding of what’s possible in healthcare today, and a practical expectation of what’s coming next.
In this conversation we’ll:
- Help you understand the terminology. What is Machine Learning? What is Artificial Intelligence? What is everyone talking about!?
- Take the “magic” out of Machine Learning and help you understand at a basic level what’s happening here.
- Layout the need for data quality and data fidelity (i.e., the usefulness of data for a purpose). Along with data acquisition, this is the first thing you’ll need to address.
- Discuss practical applications of Machine Learning that are being used productively in healthcare right now. This is “Applied Machine Learning” and there are many solved problems that add value in healthcare administration, patient acquisition, costs, pricing models, etc.
- Dig into the research and operational applications of machine learning. These include things like image detection, diagnosis, etc. like we discussed with Eric Topol (Episode 91). These applications are real and they’re improving, but they aren’t replacing doctors anytime soon.
- Then we touch a bit on the theoretical. Things that are happening in the lab that are incredibly exciting but have a way to go before they have real-world applications.
About Josh Miramant
Josh Miramant is the CEO and founder of Blue Orange Digital, a top-ranked data science and machine learning agency with offices in New York City and Washington DC.
Miramant is a popular speaker, futurist, and a strategic business & technology advisor to enterprise companies and startups. As an example of thought leadership, Miramant has been featured in IBM ThinkLeaders, Dell Technologies, Global Banking & Finance Review, the IoT Council of Europe, among others.
Connect with Miramant:
- LinkedIn: @joshmiramant
- Email: [email protected]
- Twitter: @jmiramant
About Blue Orange Digital
Blue Orange Digital is recognized as a “Top AI Development and Consultant Agency,” by Clutch and YahooFinance, for innovations in predictive analytics, automation, and optimization with machine learning in NYC.
They help organizations optimize and automate their businesses, implement data-driven analytic techniques, and understand the implications of new technologies such as artificial intelligence, big data, and the Internet of Things.
Whether your goal is to optimize your supply chain, use existing data to decrease operating costs, or customize the patient experience with predictive modeling, Blue Orange Digital can help you meet your challenge.
Have a project in mind but need some help implementing it? Contact us, we’d love to discuss how we can work with you to co-develop your AI project.
For more on AI and technology trends, see Josh Miramant, CEO of Blue Orange Digital’s data-driven solutions for Supply Chain, Healthcare Document Automation, and more case studies at BlueOrange.Digital.
Connect with Blue Orange:
- LinkedIn: @blueorangedigital
- Email: [email protected]
- Twitter: @BlueOrangeData
- Medium: @blueorangedigital
Links and Resources
The #HCBiz Show! is produced by Glide Health IT, LLC in partnership with Netspective Media.