A noise-robust deep clustering of biomolecular ions improves interpretability of mass spectrometric images.
Dan GuoMelanie Christine FöllKylie A. BemisOlga VitekPublished in: Bioinform. (2023)
Keyphrases
- image noise
- geometric distortions
- high contrast
- image data
- gaussian noise
- partial occlusion
- image classification
- noise sensitivity
- input image
- weak edges
- noisy environments
- three dimensional
- imaging artifacts
- intensity gradient
- image features
- digital mammography
- registration errors
- noise free
- image registration
- clustering algorithm
- similarity measure
- geometric attacks
- object recognition
- imaging devices
- image database
- edge detection
- noisy data
- test images
- image transformations
- data points
- image retrieval
- image degradation
- clustering method
- feature points
- image structure
- image edges
- k means
- missing data
- input data