Title
Four challenges in medical image analysis from an industrial perspective.
Abstract
•Medical image analysis related challenges are presented from an industrial perspective.•First challenge: Adaptable image analysis technologies enabling efficient development.•Second challenge: Tools and approaches for the efficient generation of ground truth data.•Third challenge: Medical image analysis algorithms for heterogeneous image data.•Fourth challenge: Efficient construction of detailed personalized anatomy and organ models.
Year
DOI
Venue
2016
10.1016/j.media.2016.06.023
Medical Image Analysis
Keywords
Field
DocType
Medical image analysis technologies,Ground truth generation,Anatomical models,Heterogeneous data
Data mining,Computer vision,Precision medicine,Medical imaging,Computer science,Ground truth,Artificial intelligence,Work flow,Machine learning
Journal
Volume
ISSN
Citations 
33
1361-8415
10
PageRank 
References 
Authors
0.52
15
2
Name
Order
Citations
PageRank
Jürgen Weese177492.69
Lorenz Cristian2893100.01