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08/30/2021
Time Series Prediction using Deep Learning Methods in Healthcare
Traditional machine learning methods face two main challenges in dealing...
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09/14/2020
Learning Hidden Patterns from Patient Multivariate Time Series Data Using Convolutional Neural Networks: A Case Study of Healthcare Cost Prediction
Objective: To develop an effective and scalable individual-level patient...
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09/14/2020
Healthcare Cost Prediction: Leveraging Fine-grain Temporal Patterns
Objective: To design and assess a method to leverage individuals' tempor...
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04/27/2020
A scoping review of transfer learning research on medical image analysis using ImageNet
Objective: Employing transfer learning (TL) with convolutional neural ne...
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04/25/2017
PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction
To date, developing a good model for early intensive care unit (ICU) mor...
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04/25/2017