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。Estimating Missing Data in Temporal Data Streams Using Multi-Directional Recurrent Neural Networks
Jinsung Yoon et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2019)
Multitask learning and benchmarking with clinical time series data
Hrayr Harutyunyan et al.
SCIENTIFIC DATA (2019)
Benchmarking deep learning models on large healthcare datasets
Sanjay Purushotham et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2018)
Time series cluster kernel for learning similarities between multivariate time series with missing data
Karl Oyvind Mikalsen et al.
PATTERN RECOGNITION (2018)
Recurrent Neural Networks for Multivariate Time Series with Missing Values
Zhengping Che et al.
SCIENTIFIC REPORTS (2018)
LSTM Fully Convolutional Networks for Time Series Classification
Fazle Karim et al.
IEEE ACCESS (2018)
Short-term wind speed forecasting by spectral analysis from long-term observations with missing values
Huseyin Akcay et al.
APPLIED ENERGY (2017)
Patient-Specific Predictive Modeling Using Random Forests: An Observational Study for the Critically Ill
Joon Lee
JMIR MEDICAL INFORMATICS (2017)
Which Models Can I Use to Predict Adult ICU Length of Stay? A Systematic Review
Ilona Willempje Maria Verburg et al.
CRITICAL CARE MEDICINE (2017)
Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods
Cristina Soguero-Ruiz et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2016)
Temporal Dynamic Matrix Factorization for Missing Data Prediction in Large Scale Coevolving Time Series
Weiwei Shi et al.
IEEE ACCESS (2016)
MIMIC-III, a freely accessible critical care database
Alistair E. W. Johnson et al.
SCIENTIFIC DATA (2016)
Where Are We on the Diffusion Curve? Trends and Drivers of Primary Care Physicians' Use of Health Information Technology
Anne-Marie Audet et al.
HEALTH SERVICES RESEARCH (2014)
A review of unsupervised feature learning and deep learning for time-series modeling
Martin Langkvist et al.
PATTERN RECOGNITION LETTERS (2014)
The prevention and handling of the missing data
Hyun Kang
KOREAN JOURNAL OF ANESTHESIOLOGY (2013)
Comparison of correlation analysis techniques for irregularly sampled time series
K. Rehfeld et al.
NONLINEAR PROCESSES IN GEOPHYSICS (2011)
A Comparison of Intensive Care Unit Mortality Prediction Models through the Use of Data Mining Techniques
Sujin Kim et al.
HEALTHCARE INFORMATICS RESEARCH (2011)
Pattern classification with missing data: a review
Pedro J. Garcia-Laencina et al.
NEURAL COMPUTING & APPLICATIONS (2010)
Use of Electronic Health Records in U. S. Hospitals
Ashish K. Jha et al.
NEW ENGLAND JOURNAL OF MEDICINE (2009)
Last-Observation-Carried-Forward Imputation Method in Clinical Efficacy Trials: Review of 352 Antidepressant Studies
Stephen B. Woolley et al.
PHARMACOTHERAPY (2009)
Definition, structure, content, use and impacts of electronic health records:: A review of the research literature
Kristiina Hayrinen et al.
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS (2008)
ARIMA models to predict next-day electricity prices
J Contreras et al.
IEEE TRANSACTIONS ON POWER SYSTEMS (2003)
分享论文
