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Amirreza Mahbod

Profile picture of Amirreza Mahbod

About me

I am an Assistant Professor at Danube Private University with expertise in medical image analysis, machine/deep learning, and computer vision.

I got my bachelor's (2004-2009) and first master's degree (2009-2012) in Electrical Engineering from the School of Electrical Engineering at the Iran University of Science and Technology, Tehran, Iran, and my second master's degree in Medical Engineering from the Division of Biomedical Imaging at the KTH Royal Institute of Technology, Stockholm, Sweden (2014-2016). I did my PhD (2016-2020), entitled "Towards Improvement of Automated Segmentation and Classification of Tissues and Nuclei in Microscopic Images Using Deep Learning Approaches", within a Marie Skłodowska-Curie European training network called CaSR Biomedicine (Horizon 2020 Framework) as an industrial PhD fellow at the Institute of Pathophysiology and Allergy Research at the Medical University of Vienna and at the Department of Research and Development at TissueGnostics GmbH.
Through a successful FFG grant application, I did a postdoc (2020-2022) within a collaborative project between the Medical Univerity of Vienna and TissueGnostics (project title: Deep learning-based knowledge transfer methods for nuclei segmentation in microscopic images)
Currently, I am employed as an Assistant Professor at Danube Private University (DPU) and a part-time lecturer at the Medical University of Vienna.

Research Interests:

  • Deep Learning
  • Computer Vision
  • Classical Machine Learning Methods (ANN, SVM, MLP, RBF, SOM, ...)
  • Medical Image Analysis (Segmentation, Classification, Normalization, ...)
  • Medical Imaging (Microscopy, MRI, CT, ...)
  • Developing (Python, Keras, Tensorflow, Matlab, PyTorch)

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