Self-Supervised Learning-Based Cervical Cytology Diagnostics in Low-Data Regime and Low-Resource Setting.
Thomas StegmüllerChristian AbbetBehzad BozorgtabarHolly ClarkePatrick PetignatPierre VassilakosJean-Philippe ThiranPublished in: CoRR (2023)
Keyphrases
- prior knowledge
- learning algorithm
- data processing
- image data
- data analysis
- data sets
- learned models
- database
- highly correlated
- hidden variables
- computer systems
- reinforcement learning
- training data
- social networks
- bayesian networks
- historical data
- original data
- high quality
- data collection
- statistical analysis
- data distribution
- experimental data
- background knowledge
- databases
- learning environment
- machine learning
- human experts
- sensor data
- learning systems
- synthetic data
- online learning
- input data
- data mining techniques
- knowledge discovery
- expert systems
- feature space