Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy.
Nicola AltiniMichele RossiniSándor Turkevi-NagyFrancesco PescePaola PontrelliBerardino PrencipeFrancesco BerlocoSurya SeshanJean-Baptiste GibierAníbal Pedraza DoradoGloria BuenoLicia PeruzziMattia RossiAlbino EccherFeifei LiAdamantios KoumpisOya BeyanJonathan BarrattHuy Quoc VoChandra MohanHien Van NguyenPietro Antonio CicaleseAngela ErnstLoreto GesualdoVitoantonio BevilacquaJan Ulrich BeckerPublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- deep learning
- unsupervised learning
- restricted boltzmann machine
- supervised learning
- machine learning
- pattern recognition
- semi supervised
- unsupervised feature learning
- feature selection
- feature extraction
- support vector
- text classification
- learning algorithm
- decision making
- weakly supervised
- image classification
- feature space
- domain specific
- online learning
- decision trees
- mental models
- training data
- information extraction
- support vector machine
- deep architectures