ProtoAL: Interpretable Deep Active Learning with prototypes for medical imaging.

Iury Batista de Andrade Santos André C. P. L. F. de Carvalho

Published in: CoRR (2024)

Keyphrases

medical imaging
active learning
medical images
x ray
training set
image registration
medical image processing
anatomical structures
computed tomography
magnetic resonance images

magnetic resonance imaging
clinical practice
ct images
image guided
image processing
image segmentation
machine learning
imaging modalities
image analysis
medical image analysis

shape analysis
image processing and analysis
remote sensing
computer vision
medical image segmentation
surface registration
biomedical engineering
experimental design
computer aided diagnosis
brain structures

digital libraries
pattern recognition
image guided surgery
learning algorithm
high resolution
learning process
feature selection
volumetric data
brain mr images
mri scans