Zobrazeno 1 - 10
of 51
pro vyhledávání: '"Laksana, Eugene"'
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 neural networks (RNNs) have become common for training and deploying
Externí odkaz:
http://arxiv.org/abs/2007.14520
A novel application of spectrograms with machine learning can detect patient ventilator dyssynchrony
Autor:
Obeso, Ishmael, Yoon, Benjamin, Ledbetter, David, Aczon, Melissa, Laksana, Eugene, Zhou, Alice, Eckberg, R. Andrew, Mertan, Keith, Khemani, Robinder G., Wetzel, Randall
Publikováno v:
In Biomedical Signal Processing and Control September 2023 86 Part C
Autor:
Laksana, Eugene, Aczon, Melissa, Ho, Long, Carlin, Cameron, Ledbetter, David, Wetzel, Randall
Electronic Medical Records (EMR) are a rich source of patient information, including measurements reflecting physiologic signs and administered therapies. Identifying which variables are useful in predicting clinical outcomes can be challenging. Adva
Externí odkaz:
http://arxiv.org/abs/1904.01125
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 problem of integrating state-of-the-art neural language models with affecti
Externí odkaz:
http://arxiv.org/abs/1704.06851
Akademický článek
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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 representations of affect from speech, where the paralinguistic elements of speec
Externí odkaz:
http://arxiv.org/abs/1511.04747
Autor:
Laksana, Eugene, Aczon, Melissa, Ho, Long, Carlin, Cameron, Ledbetter, David, Wetzel, Randall
Publikováno v:
In Journal of Biomedical Informatics February 2020 102
Akademický článek
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Autor:
Chau, Ariya N., Eckberg, Ryan A., Laksana, Eugene, Ehrlich, Lili, Ledbetter, David R., Aczon, Melissa D., Gold, Jeffrey I., Wetzel, Randall C., Nelson, Lara P.
Publikováno v:
Journal of Intensive Care Medicine; Mar2024, Vol. 39 Issue 3, p268-276, 9p
Autor:
Im, Daniel D.1 (AUTHOR) danielim@usc.edu, Laksana, Eugene2,3 (AUTHOR), Ledbetter, David R.2,3 (AUTHOR), Aczon, Melissa D.2,3 (AUTHOR), Khemani, Robinder G.1,2 (AUTHOR), Wetzel, Randall C.1,2,3,4 (AUTHOR)
Publikováno v:
Scientific Reports. 5/26/2022, Vol. 12 Issue 1, p1-9. 9p.