A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications.
Tara M. PattilachanUgur DemirElif KelesDebesh JhaDerk KlatteMegan EngelsSanne HoogenboomCandice W. BolanMichael B. WallaceUlas BagciPublished in: CoRR (2023)
Keyphrases
- medical diagnosis
- data mining methods
- data sets
- statistical methods
- data structure
- missing values
- data mining techniques
- high quality
- data points
- high dimensional data
- database
- data mining
- missing data
- knowledge discovery
- significant improvement
- data analysis
- image data
- data processing
- data sources
- human experts
- raw data
- training data
- input data
- x ray
- data acquisition
- high resolution
- noisy data