Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides.
Abtin RiasatianMorteza BabaieDanial MalekiShivam KalraMojtaba ValipourSobhan HematiManit ZaveriAmir SafarpoorSobhan ShafieiMehdi AfshariMaral RasoolijaberiMilad SikaroudiMohd AdnanSultaan ShahCharles ChoiSavvas DamaskinosClinton J. V. CampbellPhedias DiamandisLiron PantanowitzHany KashaniAli GhodsiHamid R. TizhooshPublished in: Medical Image Anal. (2021)
Keyphrases
- image representation
- fine tuning
- fine tuned
- image classification
- multiscale
- image content
- bag of words
- object recognition
- feature space
- viable alternative
- visual words
- quadtree
- feature representations
- sparse coding
- image features
- receptive fields
- image retrieval
- representation scheme
- fine tune
- bag of visual words
- pattern representation
- low level features
- scene classification
- sparse representation
- training set
- bag of features
- supervised learning
- compressive sensing
- data mining
- training examples
- spatial pyramid
- image classification and retrieval