Search Results for author: Ali Abdollahzadeh

Found 3 papers, 2 papers with code

Date Published Github Stars

gACSON software for automated segmentation and morphology analyses of myelinated axons in 3D electron microscopy

1 code implementation • 13 Dec 2021 • Andrea Behanova, Ali Abdollahzadeh, Ilya Belevich, Eija Jokitalo, Alejandra Sierra, Jussi Tohka

In this work, we introduce a freely available Matlab-based gACSON software for visualization, segmentation, assessment, and morphology analysis of myelinated axons in 3D-EM volumes of brain tissue samples.

Segmentation

3
Paper
Code

Transfer Learning in Magnetic Resonance Brain Imaging: a Systematic Review

no code implementations • 2 Feb 2021 • Juan Miguel Valverde, Vandad Imani, Ali Abdollahzadeh, Riccardo de Feo, Mithilesh Prakash, Robert Ciszek, Jussi Tohka

We found 129 articles that applied transfer learning to brain MRI tasks.

BIG-bench Machine Learning Brain Tumor Segmentation +2

 
Paper
Add Code

Cylindrical Shape Decomposition for 3D Segmentation of Tubular Objects

3 code implementations • 1 Nov 2019 • 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.

Object Semantic Segmentation

16
Paper
Code
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