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 MishinaKen TanakaYoshino KawaguchiShigeo NakamuraKoichi OhshimaHidekata HontaniIchiro TakeuchiPublished in: Medical Image Anal. (2023)
Keyphrases
- histopathological images
- metric learning
- image retrieval
- image analysis
- distance metric learning
- distance metric
- pairwise
- multi task
- feature space
- semi supervised
- distance function
- learning tasks
- dimensionality reduction
- cell nuclei
- mahalanobis metric
- data sets
- multi class
- pattern recognition
- image annotation
- co occurrence
- data mining
- neural network