Governance & partnership
Enterprise IT and Clinical Informatics as distinct partners, connected to domain expertise through a bidirectional hub-and-spoke model.
Medicine / Informatics / Observation
Justin Halls, MDBetter decisions.
Better systems.
I’m Justin Halls, MD, a physician working at the intersection of transfusion medicine, clinical informatics, and the systems that shape patient care.
I practice medicine, build tools, and think about how healthcare can work better.
Transfusion medicine & apheresisBoard-certified clinical informaticsEpic builder
A Philosophy of Institutional Clinical Informatics
Make institutional
intelligence actionable.
Technical intelligence. Clinical-informatics intelligence. Distributed domain expertise. A deliberate partnership that connects clinical need to institutional action.
The five aims
Increase signal, surface friction, shorten the distance to action, measure after implementation, and measure value.
A learning health system
Clinical experience informs design. Real-world effects inform learning. The institution adapts.
A project in development
ABID
Making the reasoning visible.
I’m developing clinical decision support for antibody identification and serologic interpretation—a way to bring structured reasoning and clear explanations to a complex area of laboratory medicine.
Outside medicine
A reason to look closer.
I’m an avid birder and photographer. This is the other side of what I do: getting outside, paying attention, and seeing what turns up.
