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09/02/2021
Artificial Intelligence in Dry Eye Disease
Dry eye disease (DED) has a prevalence of between 5 and 50%, depending o...
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06/29/2021
SinGAN-Seg: Synthetic Training Data Generation for Medical Image Segmentation
Processing medical data to find abnormalities is a time-consuming and co...
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05/13/2021
SCAU: Modeling spectral causality for multivariate time series with applications to electroencephalograms
Electroencephalograms (EEG) are noninvasive measurement signals of elect...
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05/13/2021
Dyadic aggregated autoregressive (DASAR) model for time-frequency representation of biomedical signals
This paper introduces a new time-frequency representation method for bio...
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05/13/2021
The Complex-Pole Filter Representation (COFRE) for spectral modeling of fNIRS signals
The complex-pole frequency representation (COFRE) is introduced in this ...
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04/27/2020
Efficient Quantile Tracking Using an Oracle
For incremental quantile estimators the step size and possibly other tun...
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01/22/2020
A hemodynamic decomposition model for detecting cognitive load using functional near-infrared spectroscopy
In the current paper, we introduce a parametric data-driven model for fu...
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10/29/2019