21 citations · 39 across the 4 of their papers we have counts for
4 papers
Improving Recurrent Neural Network Responsiveness to Acute Clinical Events
David Ledbetter, Eugene Laksana, Melissa Aczon +1
Predictive models in acute care settings must be able to immediately recognize precipitous changes in a patient's status when presented with data reflecting such changes. Recurrent…
The Impact of Extraneous Variables on the Performance of Recurrent Neural Network Models in Clinical Tasks
Eugene Laksana, Melissa Aczon, Long Ho +3
Electronic Medical Records (EMR) are a rich source of patient information, including measurements reflecting physiologic signs and administered therapies. Identifying which variabl…
Affect-LM: A Neural Language Model for Customizable Affective Text Generation
Sayan Ghosh, Mathieu Chollet, Eugene Laksana +2
Human verbal communication includes affective messages which are conveyed through use of emotionally colored words. There has been a lot of research in this direction but the probl…
Learning Representations of Affect from Speech
Sayan Ghosh, Eugene Laksana, Louis-Philippe Morency +1
There has been a lot of prior work on representation learning for speech recognition applications, but not much emphasis has been given to an investigation of effective representat…