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 […]
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.
Houston Methodist and HDAI speak to the promise of AI for addressing the healthcare crisis at the first annual HumanX conference in Las Vegas

Distributed by PRNewswire LAS VEGAS, March 9, 2025 /PRNewswire/ — C-suite leaders from Houston Methodist and Health Data Analytics Institute (HDAI) will be speaking at HumanX, discussing how AI can play a pivotal role in addressing the looming hospital capacity crisis and out of control healthcare expenses, while also improving quality and reducing epidemic levels of clinician burnout. […]
Using AI to Understand and Address Post-Discharge Mortality and Readmissions

Experts from Houston Methodist and Health Data Analytics Institute (HDAI) discuss the challenges and advantages of an AI-driven approach. When patients leave the hospital, the hope is they won’t return soon; but that’s often not the case. Post-discharge mortality and readmissions can be a crucial metric in financial and reputational value. Organizations have struggled to […]
Follow-Up Visits Can Significantly Reduce Post-Discharge Mortality and Readmissions for Highest Risk Patients

Distributed by PRNewswire NASHVILLE, Tenn., Oct. 31, 2024 /PRNewswire/ — Today at NCQA, a leading health quality innovation conference, Houston Methodist and Health Data Analytics Institute (HDAI) jointly discuss the impact of focusing follow-up appointments on patients at high risk. HDAI’s analysis of both Houston Methodist’s patients and a national dataset of over 10M Medicare patients demonstrated the effectiveness of […]
Deploying clinical AI at scale for improved outcomes

Health Data Analytics Institute (HDAI) & Houston Methodist share their story and experience in improving outcomes with the help of clinical AI. https://vimeo.com/928387381/8959cf9c85?share=copy SHARE Facebook Twitter LinkedIn
How HDAI’s data analytics support is helping a large urban Accountable Care Organization

Houston Methodist Coordinated Care (HMCC) is a Medicare Shared Savings Program ACO, led by doctors affiliated with Houston Methodist and the community, with 50,800 attributed beneficiaries and more than 300 primary care physicians, serving the Houston metro area and taking both upside and downside financial risk in this value-based care program. The Health Data Analytics […]