标题
Multitask learning and benchmarking with clinical time series data
作者
关键词
-
出版物
Scientific Data
Volume 6, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2019-06-17
DOI
10.1038/s41597-019-0103-9
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。- Benchmarking deep learning models on large healthcare datasets
- (2018) Sanjay Purushotham et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Learning statistical models of phenotypes using noisy labeled training data
- (2016) Vibhu Agarwal et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Electronic medical record phenotyping using the anchor and learn framework
- (2016) Yoni Halpern et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Mastering the game of Go with deep neural networks and tree search
- (2016) David Silver et al. NATURE
- MIMIC-III, a freely accessible critical care database
- (2016) Alistair E.W. Johnson et al. Scientific Data
- The digital revolution in phenotyping
- (2015) Anika Oellrich et al. BRIEFINGS IN BIOINFORMATICS
- Subtyping: What It is and Its Role in Precision Medicine
- (2015) Suchi Saria et al. IEEE INTELLIGENT SYSTEMS
- A targeted real-time early warning score (TREWScore) for septic shock
- (2015) Katharine E. Henry et al. Science Translational Medicine
- Customization of a Severity of Illness Score Using Local Electronic Medical Record Data
- (2015) Joon Lee et al. JOURNAL OF INTENSIVE CARE MEDICINE
- Big Data In Health Care: Using Analytics To Identify And Manage High-Risk And High-Cost Patients
- (2014) David W. Bates et al. HEALTH AFFAIRS
- Computational Phenotype Discovery Using Unsupervised Feature Learning over Noisy, Sparse, and Irregular Clinical Data
- (2013) Thomas A. Lasko et al. PLoS One
- Watson: Beyond Jeopardy!
- (2012) David Ferrucci et al. ARTIFICIAL INTELLIGENCE
- ViEWS—Towards a national early warning score for detecting adult inpatient deterioration
- (2010) David R. Prytherch et al. RESUSCITATION
- Factorial Switching Linear Dynamical Systems Applied to Physiological Condition Monitoring
- (2008) J.A. Quinn et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Overview of BioCreative II gene mention recognition
- (2008) Larry Smith et al. GENOME BIOLOGY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now