Clinical Judgment, Amplified.

By Romanus M. Joseph PhD(c), MBA, MSN, RN – Director of Clinical and Quality Improvement at Health Data Analytics Institute Final Thought from the Series: “Clinical Instincts, Enhance. Practical AI for the Bedside”. Clinical Judgment, Amplified. Over the past few weeks, I’ve shared how predictive analytics and generative AI can support clinical teams—not by replacing their […]
Clinical Judgment Still Wins – Always

By Romanus M. Joseph PhD(c), MBA, MSN, RN – Director of Clinical and Quality Improvement at Health Data Analytics Institute AI Should Be a Secondary Brain, Not the Primary Driver Let me be clear: no model can replace what you see in a patient’s eyes, hear in their story, or feel in your gut. That’s why […]
Clinician-Centered AI Starts With Listening

By Romanus M. Joseph PhD(c), MBA, MSN, RN – Director of Clinical and Quality Improvement at Health Data Analytics Institute The Best AI Is Built With Your Feedback You don’t need another tool that wasn’t built for you. That’s why we have built the HealthVision solution with nurses, hospitalists, and case managers in mind. By grounding our design in real clinical workflows (process), […]
Smarter Rounds Through Predictive Nudges

By Romanus M. Joseph PhD(c), MBA, MSN, RN – Director of Clinical and Quality Improvement at Health Data Analytics Institute AI Nudges to Surface the Right Patient, at the Right Time Multidisciplinary rounds are fast, and not every patient gets the attention they deserve. The loudest case isn’t always the riskiest. We’ve introduced subtle nudges into […]
How AI Is Enhancing Pre-Surgical Coordination and Patient Outcomes

Explore how AI-driven risk stratification is revolutionizing pre-operative care. Learn how one leading health system is leveraging automated, precisely targeted insights in real-time, to match patients with the right resources. The results are impressive—enhancing outcomes, increasing access, streamlining workflows, and fostering collaboration between Anesthesiology and surgical specialties like Orthopedics and Spine Surgery. Hear from an […]
Using AI to support a nursing program for patients with advanced illness

Houston Methodist Coordinated Care (HMCC) is the largest Medicare ACO in Houston, Texas with approximately 54,000 attributed Medicare patients.
Most (But not all) AMCs Provide Better Care

By Josh Gray: Vice President, Analytic Services at Health Data Analytics Institute Written with Diana Homsy: Senior Manager, Analytic Services at Health Data Analytics Institute We recently wrote about the overall positive performance of academic medical centers (AMCs). On an actual to expected basis, AMCs have 13% lower 30-day post admission mortality and 14% longer […]
Intelligent Triage: Leveraging AI to Improve Care Allocation and Outcomes

Hear how leading healthcare organizations are using HealthVisionTM to precisely prioritize and match patients at risk to programs and resources. The system, embedded in the EHR, has helped reduce unnecessary readmissions, mortality, and other adverse events. SHARE Facebook Twitter LinkedIn
Why LLMs Alone Aren’t Enough: The Case for Hybrid AI in Clinical Decision Support

By David Clain, HDAI Chief Product Officer and VP Corporate Strategy and Dr. Scott Cullen HDAI Senior Advisor In the rush to implement AI solutions in healthcare, many organizations are turning to Large Language Models (LLMs) like GPT-4 to summarize patient charts, generate clinical notes, and support decision- making. While these tools show remarkable capabilities, we’re […]
How to improve clinical workflows with AI chart summaries and risk predictions

“Let’s build something new and interesting. Really, the focus, especially in health care, needs to be with understanding deeply what the actual problems are that physicians, other clinicians, and operational leaders at health systems face today and build around those leveraging these new technologies, not trying to fit the technology to a problem that isn’t […]