Melissa D. Aczon

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 5

Top Topics

Transfer Learning

Electronic Medical Record

Machine Learning

Manifold Alignment

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Alice X. Zhou, Melissa D. Aczon, Eugene Laksana, David R. Ledbetter, Randall C. Wetzel
Narrowing the gap: expected versus deployment performance. J. Am. Medical Informatics Assoc. 30 (9) (2023)
George A. Pappy, Melissa D. Aczon, Randall C. Wetzel, David Ledbetter
Predicting High-Flow Nasal Cannula Failure in an ICU Using a Recurrent Neural Network with Transfer Learning and Input Data Perseveration: A Retrospective Analysis. CoRR (2021)
Long Van Ho, Melissa D. Aczon, David Ledbetter, Randall C. Wetzel
Interpreting a Recurrent Neural Network Model for ICU Mortality Using Learned Binary Masks. CoRR (2019)
Cameron Carlin, Long Van Ho, David Ledbetter, Melissa D. Aczon, Randall C. Wetzel
Predicting individual physiologically acceptable states at discharge from a pediatric intensive care unit. J. Am. Medical Informatics Assoc. 25 (12) (2018)
Long Van Ho, David Ledbetter, Melissa D. Aczon, Randall C. Wetzel
The Dependence of Machine Learning on Electronic Medical Record Quality. AMIA (2017)