Case-based similar image retrieval for weakly annotated large histopathological images of malignant lymphoma using deep metric learning.
Noriaki HashimotoYusuke TakagiHiroki MasudaHiroaki MiyoshiKei KohnoMiharu NagaishiKensaku SatoMai TakeuchiTakuya FurutaKeisuke KawamotoKyohei YamadaMayuko MoritsuboKanako InoueYasumasa ShimasakiYusuke OguraTeppei ImamotoTatsuzo MishinaKoichi OhshimaHidekata HontaniIchiro TakeuchiPublished in: CoRR (2021)
Keyphrases
- histopathological images
- metric learning
- image analysis
- image retrieval
- distance metric
- distance metric learning
- semi supervised
- pairwise
- feature space
- dimensionality reduction
- learning tasks
- multi task
- cell nuclei
- mahalanobis metric
- multi class
- distance function
- unsupervised learning
- automated detection
- decision trees
- input image
- support vector
- similarity measure