133 citations · 165 across the 3 of their papers we have counts for
3 papers
Volume electron microscopy in injured rat brain validates white matter microstructure metrics from diffusion MRI
Ricardo Coronado-Leija, Ali Abdollahzadeh, Hong-Hsi Lee +8
Biophysical modeling of diffusion MRI (dMRI) offers the exciting potential of bridging the gap between the macroscopic MRI resolution and microscopic cellular features, effectively…
Transfer Learning in Magnetic Resonance Brain Imaging: a Systematic Review
Juan Miguel Valverde, Vandad Imani, Ali Abdollahzadeh +4
Transfer learning refers to machine learning techniques that focus on acquiring knowledge from related tasks to improve generalization in the tasks of interest. In MRI, transfer le…
Cylindrical Shape Decomposition for 3D Segmentation of Tubular Objects
Ali Abdollahzadeh, Alejandra Sierra, Jussi Tohka
We develop a cylindrical shape decomposition (CSD) algorithm to decompose an object, a union of several tubular structures, into its semantic components. We decompose the object us…