A comparison of hypoxic burden algorithms using three different methods for calculating baseline oxygen saturation for predicting cardiovascular death in the Sleep Heart Health Study.
Siying HeKristina CookKate SutherlandYu Sun BinPeter A. CistulliPhilip de ChazalPublished in: EMBC (2023)
Keyphrases
- benchmark datasets
- significant improvement
- computationally expensive
- empirical studies
- complexity analysis
- computational cost
- methods outperform
- synthetic and real datasets
- search methods
- methods require
- statistical analysis
- machine learning methods
- optimization problems
- machine learning
- data structure
- noisy data
- optimization methods
- high computational complexity
- learning algorithm
- problems in computer vision
- cardiovascular disease
- computationally demanding
- methods can be applied
- algorithms require
- distance calculation
- computer vision algorithms
- computationally intensive
- statistical methods
- machine learning algorithms
- theoretical analysis
- computationally efficient
- data mining techniques
- worst case