Mark E. Nunnally

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 7

Top Topics

Prediction Accuracy

Machine Learning Models

Human Knowledge

Top Venues

J. Medical Syst.

Publications

Benjamin J. Lengerich, Sebastian Bordt, Harsha Nori, Mark E. Nunnally, Yin Aphinyanaphongs, Manolis Kellis, Rich Caruana
LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs. CoRR (2023)
Yuval Bitan, Mark E. Nunnally
Shape Matters: A Neglected Feature of Medication Safety. J. Medical Syst. 47 (1) (2023)
Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark E. Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values. CoRR (2022)
Benjamin J. Lengerich, Mark E. Nunnally, Yin Aphinyanaphongs, Rich Caruana
Estimating Discontinuous Time-Varying Risk Factors and Treatment Benefits for COVID-19 with Interpretable ML. CoRR (2022)
Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark E. Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values. KDD (2022)
Benjamin J. Lengerich, Mark E. Nunnally, Yin Aphinyanaphongs, Caleb Ellington, Rich Caruana
Automated interpretable discovery of heterogeneous treatment effectiveness: A COVID-19 case study. J. Biomed. Informatics 130 (2022)
Yuval Bitan, Yisrael Parmet, Geva Greenfield, Shelly Teng, Richard I. Cook, Mark E. Nunnally
Making Sense of the Cognitive Task of Medication Reconciliation Using a Card Sorting Task. Hum. Factors 61 (8) (2019)
Geva Vashitz, Mark E. Nunnally, Yisrael Parmet, Yuval Bitan, Michael F. O'Connor, Richard I. Cook
How do clinicians reconcile conditions and medications? The cognitive context of medication reconciliation. Cogn. Technol. Work. 15 (1) (2013)
Geva Vashitz, Mark E. Nunnally, Yuval Bitan, Yisrael Parmet, Michael F. O'Connor, Richard I. Cook
Making sense of diseases in medication reconciliation. Cogn. Technol. Work. 13 (2) (2011)
Christopher P. Nemeth, Mark E. Nunnally, Michael F. O'Connor, Marian Brandwijk, Julie Kowalsky, Richard I. Cook
Regularly irregular: how groups reconcile cross-cutting agendas and demand in healthcare. Cogn. Technol. Work. 9 (3) (2007)
Christopher P. Nemeth, Mark E. Nunnally, Michael F. O'Connor, Richard I. Cook
Creating Resilient IT: How the Sign-Out Sheet Shows Clinicians Make Healthcare Work. AMIA (2006)
Christopher P. Nemeth, Mark E. Nunnally, Michael F. O'Connor, P. Allan Klock, Richard I. Cook
Getting to the point: developing IT for the sharp end of healthcare. J. Biomed. Informatics 38 (1) (2005)
Mark E. Nunnally, Christopher P. Nemeth, V. Brunetti, Richard I. Cook
Lost in menuspace: user interactions with complex medical devices. IEEE Trans. Syst. Man Cybern. Part A 34 (6) (2004)