Medical Imaging Processing on a Big Data platform using Python: Experiences with Heterogeneous and Homogeneous Architectures.
Estefania SerranoFrancisco Javier García BlasJesús CarreteroMónica AbellaManuel DescoPublished in: CCGrid (2017)
Keyphrases
- medical imaging
- big data
- data processing
- high volume
- medical images
- data intensive computing
- image registration
- real time
- x ray
- image analysis
- medical image processing
- image segmentation
- anatomical structures
- ct images
- image processing and analysis
- data analysis
- cloud computing
- shape analysis
- big data analytics
- data management
- vast amounts of data
- imaging modalities
- medical image analysis
- image guided
- social media
- scripting language
- business intelligence
- image processing
- magnetic resonance imaging
- information processing
- computer vision
- remote sensing
- knowledge discovery
- volumetric data
- open source
- biomedical engineering
- data science
- biomedical imaging
- image guided surgery
- case study
- data warehousing
- massive datasets
- heterogeneous data
- database
- object oriented
- real world
- data driven decision making