Defining Patient Specific Functional Parcellations in Lesional Cohorts via Markov Random Fields.
Naresh NandakumarNiharika Shimona D'SouzaJeff CraleyKomal ManzoorJay J. PillaiSachin K. GujarHaris I. SairArchana VenkataramanPublished in: CNI@MICCAI (2018)
Keyphrases
- patient specific
- markov random field
- graph cuts
- energy function
- energy minimization
- higher order
- blood flow
- parameter estimation
- belief propagation
- mrf model
- pairwise
- maximum a posteriori
- image restoration
- random fields
- therapy planning
- conditional random fields
- image segmentation
- computational fluid dynamics
- low level vision
- proximal femur
- fluoroscopic images
- potential functions
- piecewise constant functions
- multiresolution
- cardiac cycle