A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images.
Hongwei Bran LiChinmay PrabhakarSuprosanna ShitJohannes C. PaetzoldTamaz AmiranashviliJianguo ZhangDaniel RueckertJuan Eugenio IglesiasBenedikt WiestlerBjoern H. MenzePublished in: CoRR (2022)
Keyphrases
- medical images
- domain specific
- anatomical structures
- deformable models
- medical imaging
- medical image segmentation
- medical image analysis
- image intensity
- mr images
- computed tomography
- medical diagnosis
- magnetic resonance imaging
- magnetic resonance
- ct images
- region of interest
- imaging modalities
- multi modality
- medical data
- computer aided diagnosis
- brain images
- biomedical images
- clinical applications
- clinical practice
- mri images
- soft tissue
- general purpose
- medical image retrieval
- computer tomography
- image representation
- x ray images
- magnetic resonance images
- medical databases
- segmentation of medical images
- distance metric
- image classification
- mutual information