Significance of Hyperparameter Optimization for Metastasis Detection in Breast Histology Images.
Navid Alemi KoohbananiTalha QaiserMuhammad ShabanJevgenij GamperNasir M. RajpootPublished in: COMPAY/OMIA@MICCAI (2018)
Keyphrases
- digital mammography
- breast cancer
- mammogram images
- three dimensional
- image analysis
- image data
- image database
- breast ultrasound
- test images
- input image
- object recognition
- image features
- mammographic images
- detection algorithm
- complex background
- automatic detection
- detection rate
- region of interest
- image retrieval
- computer aided diagnosis
- object detection
- image registration
- false positives
- image classification
- edge detection
- detection method
- lymph nodes
- digital mammograms
- image regions
- gaussian process
- gaussian processes
- face detection
- medical images
- image processing