Mark E. Nunnally

15 papers A* 1Misc 1Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	The hidden risk of round numbers and sharp thresholds in clinical practice. npj Digit. Medicine Benjamin J. Lengerich, Rich Caruana, Mark E. Nunnally, Manolis Kellis
2023	J	`jnl`	LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs. CoRR Benjamin J. Lengerich, Sebastian Bordt, Harsha Nori, Mark E. Nunnally, Yin Aphinyanaphongs, Manolis Kellis, Rich Caruana
2023	J	`jnl`	Shape Matters: A Neglected Feature of Medication Safety. J. Medical Syst. Yuval Bitan, Mark E. Nunnally
2022	J	`jnl`	Automated interpretable discovery of heterogeneous treatment effectiveness: A COVID-19 case study. J. Biomed. Informatics Benjamin J. Lengerich, Mark E. Nunnally, Yin Aphinyanaphongs, Caleb Ellington, Rich Caruana
2022	J	`jnl`	Estimating Discontinuous Time-Varying Risk Factors and Treatment Benefits for COVID-19 with Interpretable ML. CoRR Benjamin J. Lengerich, Mark E. Nunnally, Yin Aphinyanaphongs, Rich Caruana
2022	A*	`conf`	Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values. KDD Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark E. Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana
2022	J	`jnl`	Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values. CoRR Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark E. Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana
2021	J	`jnl`	GAM Changer: Editing Generalized Additive Models with Interactive Visualization. CoRR Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark E. Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana
2019	J	`jnl`	Making Sense of the Cognitive Task of Medication Reconciliation Using a Card Sorting Task. Hum. Factors Yuval Bitan, Yisrael Parmet, Geva Greenfield, Shelly Teng, Richard I. Cook, Mark E. Nunnally
2013	J	`jnl`	How do clinicians reconcile conditions and medications? The cognitive context of medication reconciliation. Cogn. Technol. Work. Geva Vashitz, Mark E. Nunnally, Yisrael Parmet, Yuval Bitan, Michael F. O'Connor, Richard I. Cook
2011	J	`jnl`	Making sense of diseases in medication reconciliation. Cogn. Technol. Work. Geva Vashitz, Mark E. Nunnally, Yuval Bitan, Yisrael Parmet, Michael F. O'Connor, Richard I. Cook
2007	J	`jnl`	Regularly irregular: how groups reconcile cross-cutting agendas and demand in healthcare. Cogn. Technol. Work. Christopher P. Nemeth, Mark E. Nunnally, Michael F. O'Connor, Marian Brandwijk, Julie Kowalsky, Richard I. Cook
2006	Misc	`conf`	Creating Resilient IT: How the Sign-Out Sheet Shows Clinicians Make Healthcare Work. AMIA Christopher P. Nemeth, Mark E. Nunnally, Michael F. O'Connor, Richard I. Cook
2005	J	`jnl`	Getting to the point: developing IT for the sharp end of healthcare. J. Biomed. Informatics Christopher P. Nemeth, Mark E. Nunnally, Michael F. O'Connor, P. Allan Klock, Richard I. Cook
2004	J	`jnl`	Lost in menuspace: user interactions with complex medical devices. IEEE Trans. Syst. Man Cybern. Part A Mark E. Nunnally, Christopher P. Nemeth, V. Brunetti, Richard I. Cook