Multi-modality classification between myxofibrosarcoma and myxoma using radiomics and machine learning models.
Can CuiSamuel R. JohnsonCullen P. MoranKatherine S. HajduJoanna ShechtelJohn J. BlockBrian BinghamDavid SmithLeo Y. LuoHakmook KangJennifer L. HalpernHerbert S. SchwartzGinger E. HoltJoshua M. LawrenzBenoit M. DawantPublished in: Medical Imaging: Computer-Aided Diagnosis (2022)
Keyphrases
- machine learning models
- multi modality
- machine learning algorithms
- spam filtering
- machine learning approaches
- pattern recognition
- multi modal
- machine learning
- support vector
- classification accuracy
- information theoretic
- decision trees
- image registration
- feature extraction
- classification algorithm
- learning algorithm
- mutual information
- high dimensional
- training set
- neural network
- learning tasks
- unsupervised learning
- model selection
- decision support system
- medical images
- supervised learning
- information extraction
- support vector machine
- artificial neural networks