Healthcare IT Today Interviews

AI models look great in validation studies. They clear regulatory review. Then they land in your hospital with different scanners, different workflows, and different staffing realities. That is where performance starts to drift.
In this conversation, Dr. Khan Siddiqui, Founder and CEO of HOPPR, discusses a simple question: Does your AI actually work here? We explore why frozen AI models struggle site to site, how image acquisition differences change AI performance, and why some of the most valuable AI use cases in radiology are operational and financial.
At the center of that discussion is what he calls an AI Foundry. Instead of shipping another fixed model, the Foundry gives health systems and radiology teams the infrastructure to fine-tune models against their own data, protocols, and risk thresholds. It shortens the path from idea to deployment and allows organizations to build solutions for problems that may exist in only one department. In other words, AI designed for a market of one.
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Learn more about HOPPR at https://www.hoppr.ai/
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Clinicians, health IT professionals, and policy makers all want to protect patient privacy. This is a hard goal, made harder by the increasing pressures to open up data and share it for treatment and research purposes, and harder still by the proliferation of state laws on data privacy. These laws are only getting stricter and more detailed, and are fragmenting wildly even as the federal government tries to bring everyone together around standards.
The Sequoia Project, a nonprofit consortium, is dedicated to implementing data interoperability in health care, securely and respecting patient needs. In our recent interivew, we hear from two co-chairs of the Privacy and Consent Workgroup at The Sequoia Project: Mel Soliz and Kevin Day, where we learn more about these complex regulations and how their workgroup is providing guidance to make it simpler to navigate.
Learn more about The Sequoia Project: https://sequoiaproject.org/
Learn more about the Privacy and Consent Workgroup: https://sequoiaproject.org/interoperability-matters/privacy-and-consent-workgroup/
Healthcare IT Community: https://www.healthcareittoday.com/

Interoperability looks solved on paper. In practice, clinicians are still switching systems, managing workarounds, and waiting on data that should already be there.
In this conversation, Robert Fox, CEO of OntarioMD, breaks down why health IT progress depends less on new tools and more on coordination across systems, vendors, and care teams. He explains what convergence actually looks like in healthcare, why team-based care exposes the limits of point integrations, and where AI delivers real operational value beyond documentation.
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Learn more about OntarioMD at https://www.ontariomd.ca/
Find more great health IT content at https://www.healthcareittoday.com/

Avoiding readmissions after acute care is just one manifestation of the move to value-based care, according to Shweta Shanbhag, Director Product Management at PointClickCare in a recent interview with Healthcare IT Today. She points out at least one out of every five Medicare acute stays results in admittance to a skilled nursing facility. It's important across the board for different teams to work together.
She recommends that the various providers who are partnering in value-based care agree on a small set of shared metrics. These feed into shared goals of reducing readmissions and improving care.
Learn more about PointClickCare: https://pointclickcare.com/
Healthcare IT Community: https://www.healthcareittoday.com/

If your clinicians are still charting after dinner, you are not imagining the burnout curve. Many teams have hit the wall and are looking for relief that didn’t require hiring staff they could not find.
In this conversation, Dr. Derrick Hamilton of Juniper Health and Kathy Halcomb of White House Clinics share how NextGen Healthcare’s Ambient Assist changed daily life for their clinicians. Along with Dr. Robert (Bob) Murry, Chief Medical Officer at NextGen Healthcare, they talk openly about pajama time, rising chart backlogs, unexpected early adopters, and the speed at which ambient documentation shifted patient, staff, and family experience.
This conversation shows the surprising speed at which AI scribes can have an impact on a physician practice.
What surprised you most about the results of implementing AI scribes at your organization? Share your experience below.
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Learn more about Juniper Health at https://juniperhealth.org/
Learn more about White House Clinics at https://whitehouseclinics.com/
Learn more about NextGen Healthcare at https://www.nextgen.com/
Find more great health IT content at https://www.healthcareittoday.com/