Angela Adams, RN, has been advancing the industry by applying AI to improve healthcare outcomes for over a decade. Angela started her career as a critical care medicine nurse at Duke University Medical Center. During her time in the hospital setting, Angela became increasingly frustrated with the inefficiencies in patient care. Driven to make a broader impact, Angela looked to the emerging healthcare AI segment for solutions that would allow her to help patients as well as assist clinicians to become more effective and efficient in solving complex medical issues. She helped advance AI adoption and overcome skepticism at companies like Jvion (acquired by Lightbeam Health Solutions), where she applied deep machine learning to lower nosocomial event rates and prevent patient deterioration. She went on to create her most recent solution at Inflo Health, where she focuses on missed follow-up radiology appointments.
The next wave of radiology AI value will come from closed-loop follow-up. An actionable finding should start a pathway with a measurable end state: the follow-up exam is completed, the referral is completed, or the recommendation is clinically resolved with a documented rationale.
The organizations that will thrive in this environment are those that invest in resilience — the capacity to adapt, absorb strain, and maintain performance in the face of volatility.
Small practices play a critical role in healthcare delivery, but they cannot continue to absorb ever-increasing administrative demands without consequences.