Accurate diagnosis of thyroid follicular lesions from nuclear morphology using supervised learning.
John A. OzolekAkif Burak TosunWei WangCheng ChenSoheil KolouriSaurav BasuHu HuangGustavo K. RohdePublished in: Medical Image Anal. (2014)
Keyphrases
- supervised learning
- medical diagnosis
- unsupervised learning
- fault diagnosis
- accurate classification
- fault detection
- high accuracy
- learning algorithm
- model based reasoning
- multiple instance learning
- highly accurate
- ultrasound images
- image analysis
- reinforcement learning
- computer aided
- training set
- model based diagnosis
- computer aided diagnosis
- skin lesion
- active learning
- high quality
- training data
- neural network
- cad systems
- early diagnosis
- malignant melanoma
- lesion detection