UNet Deep Learning Architecture for Segmentation of Vascular and Non-Vascular Images: A Microscopic Look at UNet Components Buffered With Pruning, Explainable Artificial Intelligence, and Bias.
Jasjit S. SuriMrinalini BhagawatiSushant AgarwalSudip PaulAmit PandeySuneet K. GuptaLuca SabaKosmas I. ParaskevasNarendra N. KhannaJohn R. LairdAmer M. JohriManudeep K. KalraMostafa M. FoudaMostafa FatemiSubbaram NaiduPublished in: IEEE Access (2023)
Keyphrases
- tubular structures
- deep learning
- artificial intelligence
- segmentation algorithm
- segmentation method
- magnetic resonance angiography
- blood vessels
- test images
- input image
- ground truth
- image regions
- image segmentation
- image classification
- image retrieval
- multiscale
- retinal images
- image annotation
- machine learning
- object recognition
- lighting conditions
- multiple images
- multiple objects
- natural images
- level set
- natural language processing
- image features
- unsupervised feature learning