Adversarial multi-source transfer learning in healthcare: Application to glucose prediction for diabetic people
出版年份 2020 全文链接
标题
Adversarial multi-source transfer learning in healthcare: Application to glucose prediction for diabetic people
作者
关键词
Artificial intelligence, Deep learning, Transfer learning, Neural networks, Diabetes, Personalized medicine
出版物
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
Volume 199, Issue -, Pages 105874
出版商
Elsevier BV
发表日期
2020-12-01
DOI
10.1016/j.cmpb.2020.105874
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- MULTI-HOUR BLOOD GLUCOSE PREDICTION IN T1D: A PATIENT-SPECIFIC APPROACH USING SHALLOW NEURAL NETWORK MODELS
- (2020) Taisa Kushner et al. Diabetes Technology & Therapeutics
- GluNet: A Deep Learning Framework for Accurate Glucose Forecasting
- (2019) Kezhi Li et al. IEEE Journal of Biomedical and Health Informatics
- Opportunities and obstacles for deep learning in biology and medicine
- (2018) Travers Ching et al. Journal of the Royal Society Interface
- Deep Learning in Medicine—Promise, Progress, and Challenges
- (2018) Fei Wang et al. JAMA Internal Medicine
- A deep learning approach for the analysis of masses in mammograms with minimal user intervention
- (2017) Neeraj Dhungel et al. MEDICAL IMAGE ANALYSIS
- Dermatologist-level classification of skin cancer with deep neural networks
- (2017) Andre Esteva et al. NATURE
- Multisource Transfer Learning With Convolutional Neural Networks for Lung Pattern Analysis
- (2017) Stergios Christodoulidis et al. IEEE Journal of Biomedical and Health Informatics
- Low Data Drug Discovery with One-Shot Learning
- (2017) Han Altae-Tran et al. ACS Central Science
- A review of personalized blood glucose prediction strategies for T1DM patients
- (2016) Silvia Oviedo et al. International Journal for Numerical Methods in Biomedical Engineering
- Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
- (2016) Varun Gulshan et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Adaptive system identification for estimating future glucose concentrations and hypoglycemia alarms
- (2012) Meriyan Eren-Oruklu et al. AUTOMATICA
- Multivariate Prediction of Subcutaneous Glucose Concentration in Type 1 Diabetes Patients Based on Support Vector Regression
- (2012) E. I. Georga et al. IEEE Journal of Biomedical and Health Informatics
- Real-Time Adaptive Models for the Personalized Prediction of Glycemic Profile in Type 1 Diabetes Patients
- (2011) Elena Daskalaki et al. Diabetes Technology & Therapeutics
- A Survey on Transfer Learning
- (2009) Sinno Jialin Pan et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
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