Towards Automated Quantification of Atrial Fibrosis in Images from Catheterized Fiber-Optics Confocal Microscopy Using Convolutional Neural Networks.
Chao HuangStephen L. WasmundTakanori YamaguchiNathan KnightonRobert W. HitchcockIrina A. PolejaevaKenneth L. WhiteNassir F. MarroucheFrank B. SachsePublished in: FIMH (2019)
Keyphrases
- confocal microscopy
- integral imaging
- three dimensional
- image data
- convolutional neural networks
- image registration
- input image
- object recognition
- image analysis
- convolutional network
- cell nuclei
- image features
- cell division
- quantitative analysis
- segmentation method
- automated segmentation
- feature matching
- region of interest