Data, Depth, and Design: Learning Reliable Models for Melanoma Screening.
Eduardo ValleMichel FornacialiAfonso MenegolaJulia TavaresFlávia Vasques BittencourtLin Tzy LiSandra AvilaPublished in: CoRR (2017)
Keyphrases
- prior knowledge
- accurate models
- learning models
- learned models
- experimental data
- historical data
- raw data
- background knowledge
- design process
- hidden variables
- data sets
- learning algorithm
- data collection
- data sources
- image analysis
- human experts
- spatial data
- missing data
- database
- data processing
- supervised learning
- high dimensional data
- computer systems
- data points
- statistical methods
- data analysis
- design principles
- data structure
- high quality
- bayesian methods
- predictive model
- neural network
- knowledge discovery