标题
Readmission prediction via deep contextual embedding of clinical concepts
作者
关键词
Neural networks, Heart failure, Hospitals, Surgical and invasive medical procedures, Cardiac transplantation, Language, Medicare, Distillation
出版物
PLoS One
Volume 13, Issue 4, Pages e0195024
出版商
Public Library of Science (PLoS)
发表日期
2018-04-10
DOI
10.1371/journal.pone.0195024
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。- Variational Inference: A Review for Statisticians
- (2017) David M. Blei et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- $\mathtt {Deepr}$: A Convolutional Net for Medical Records
- (2017) Phuoc Nguyen et al. IEEE Journal of Biomedical and Health Informatics
- Using recurrent neural network models for early detection of heart failure onset
- (2016) Edward Choi et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Hospital Readmissions Reduction Program
- (2015) C. K. McIlvennan et al. CIRCULATION
- Deep learning
- (2015) Yann LeCun et al. NATURE
- A framework for feature extraction from hospital medical data with applications in risk prediction
- (2014) Truyen Tran et al. BMC BIOINFORMATICS
- Identifying and mitigating biases in EHR laboratory tests
- (2014) Rimma Pivovarov et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Representation Learning: A Review and New Perspectives
- (2013) Y. Bengio et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Development of a 5 year life expectancy index in older adults using predictive mining of electronic health record data
- (2013) Jason Scott Mathias et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Next-generation phenotyping of electronic health records
- (2012) G. Hripcsak et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Prevalence of Comorbidity and its Association with Traumatic Brain Injury and Outcomes in Older Adults
- (2011) Hilaire J. Thompson et al. Research in Gerontological Nursing
- Incremental Value of Clinical Data Beyond Claims Data in Predicting 30-Day Outcomes After Heart Failure Hospitalization
- (2010) Bradley G. Hammill et al.
- BNP-Guided vs Symptom-Guided Heart Failure Therapy
- (2009) Matthias Pfisterer et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Late Congestive Heart Failure After Hematopoietic Cell Transplantation
- (2008) Saro H. Armenian et al. JOURNAL OF CLINICAL ONCOLOGY
- Exploiting missing clinical data in Bayesian network modeling for predicting medical problems
- (2007) Jau-Huei Lin et al. JOURNAL OF BIOMEDICAL INFORMATICS
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search