STREAMLINE: An Automated Machine Learning Pipeline for Biomedicine Applied to Examine the Utility of Photography-Based Phenotypes for OSA Prediction Across International Sleep Centers.
Ryan J. UrbanowiczHarsh BandheyBrendan T. KeenanGreg MaislinSy HwangDanielle L. MoweryShannon M. LynchDiego R. MazzottiFang HanQing Yun LiThomas PenzelSergio TufikLia BittencourtThorarinn GislasonPhilip de ChazalBhajan SinghNigel McArdleNing-Hung ChenAllan PackRichard J. SchwabPeter A. CistulliUlysses J. MagalangPublished in: CoRR (2023)
Keyphrases
- machine learning
- computer science
- artificial intelligence
- prediction accuracy
- machine learning methods
- medical images
- future directions
- machine learning algorithms
- information extraction
- decision trees
- digital images
- computational intelligence
- knowledge discovery
- knowledge representation
- gene expression
- statistical methods
- digital camera
- computer vision
- book presents
- semi automated