Computer-Aided Diagnosis of Congenital Abnormalities of the Kidney and Urinary Tract in Children Using a Multi-Instance Deep Learning Method Based on Ultrasound Imaging Data.
Shi YinQinmu PengHongming LiZhengqiang ZhangXinge YouKatherine FischerSusan L. FurthGregory E. TasianYong FanPublished in: ISBI (2020)
Keyphrases
- computer aided diagnosis
- prior knowledge
- deep learning
- prior information
- segmentation method
- co occurrence
- learning algorithm
- multi instance
- unsupervised learning
- dimensionality reduction
- ultrasound images
- medical images
- support vector machine
- classification accuracy
- pairwise
- training data
- similarity measure
- image segmentation