Contrastive Learning-Based Time Series Classification in Healthcare
Abstract
References
Index Terms
- Contrastive Learning-Based Time Series Classification in Healthcare
Recommendations
Detecting asthma control level using feature-based time series classification
AbstractAsthma symptom control is the best method for asthma treatment. Early detection of asthma control status can provide the time required for presenting preventive treatment programs to reduce the future risk of asthma exacerbation and ...
Highlights- Applying and evaluating a wide-ranging of data mining techniques in classifying asthma control level.
Learning from Swedish Healthcare Data
PETRA '16: Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive EnvironmentsWe present two ongoing projects aimed at learning from health care records. The first project, DADEL, is focusing on high-performance data mining for detrecting adverse drug events in healthcare, and uses electronic patient records covering seven years ...
Prediction for Disease Risk and Medical Cost using Time Series Healthcare Data
BIOSTEC 2016: Proceedings of the International Joint Conference on Biomedical Engineering Systems and TechnologiesForeseeing the medical expenditure is beneficial for both insurance companies and individuals. In this paper we propose a new methodology to predict disease risk and medical cost. Based on sequential latent dirichlet allocation (SeqLDA), which ...
Comments
Please enable JavaScript to view thecomments powered by Disqus.Information & Contributors
Information
Published In
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Check for updates
Qualifiers
- Research-article
- Research
- Refereed limited
Conference
Acceptance Rates
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 17Total Downloads
- Downloads (Last 12 months)17
- Downloads (Last 6 weeks)5
Other Metrics
Citations
View Options
Get Access
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign inFull Access
View options
View or Download as a PDF file.
PDFeReader
View online with eReader.
eReaderHTML Format
View this article in HTML Format.
HTML Format