Mohammad Farid Azampour

Informatics 16 - Chair of Computer Aided Medical Procedures (Prof. Navab)

Postal address

Postal:
Boltzmannstr. 3
85748 Garching b. München

Phone: +49 (89) 289 - 19403
mf.azampour@tum.de

Research Interests

Deep Learning for Medical Image Registration
Anatomy-aware Deep Learning
Implicit Neural Representation in Medical Image Processing

Publications

Wysocki, Magdalena; Azampour, Mohammad Farid; Eilers, Christine; Busam, Benjamin; Salehi, Mehrdad; Navab, Nassir: Ultra-NeRF: Neural Radiance Fields for Ultrasound Imaging. 2023 mehr…
Velikova, Yordanka; Simson, Walter; Salehi, Mehrdad; Azampour, Mohammad Farid; Paprottka, Philipp; Navab, Nassir: CACTUSS: Common Anatomical CT-US Space for US Examinations. Medical Image Computing and Computer Assisted Intervention -- MICCAI 2022, Springer Nature Switzerland, 2022 mehr…
Bitarafan, Adeleh; Azampour, Mohammad Farid; Bakhtari, Kian; Soleymani Baghshah, Mahdieh; Keicher, Matthias; Navab, Nassir: Vol2Flow: Segment 3D Volumes Using a Sequence of Registration Flows. Medical Image Computing and Computer Assisted Intervention -- MICCAI 2022, Springer Nature Switzerland, 2022 mehr…
Jian, Bailiang; Azampour, Mohammad Farid; De Benetti, Francesca; Oberreuter, Johannes; Bukas, Christina; Gersing, Alexandra S.; Foreman, Sarah C.; Dietrich, Anna-Sophia; Rischewski, Jon; Kirschke, Jan S.; Navab, Nassir; Wendler, Thomas: Weakly-Supervised Biomechanically-Constrained CT/MRI Registration of the Spine. Medical Image Computing and Computer Assisted Intervention -- MICCAI 2022, Springer Nature Switzerland, 2022 mehr…
Grzech, Daniel; Azampour, Mohammad Farid; Glocker, Ben; Schnabel, Julia; Navab, Nassir; Kainz, Bernhard; Le Folgoc, Loı̈c: A variational Bayesian method for similarity learning in non-rigid image registration. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022 mehr…
Segato, Alice; Vece, Chiara Di; Zucchelli, Sara; Marzo, Marco Di; Wendler, Thomas; Azampour, Mohammad Farid; Galvan, Stefano; Secoli, Riccardo; De Momi, Elena: Position-Based Dynamics Simulator of Brain Deformations for Path Planning and Intra-Operative Control in Keyhole Neurosurgery. IEEE Robotics and Automation Letters 6 (3), 2021, 6061-6067 mehr…
Grzech, Daniel; Azampour, Mohammad Farid; Qiu, Huaqi; Glocker, Ben; Kainz, Bernhard; Le Folgoc, Loïc: Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo. Machine Learning for Biomedical Imaging 1, 2021, 1--25 mehr…
Tirindelli, M.; Eilers, C.; Simson, W.; Paschali, M.; Azampour, M.; Navab, N.: Rethinking Ultrasound Augmentation: A Physics-Inspired Approach. arXiv preprint arXiv:2105.02188, 2021 mehr…
Hase, H.; Azampour, MF.; Tirindelli, M.; Paschali, M.; Simson, W.; Fatemizadeh, E.; Navab, N.: Ultrasound-Guided Robotic Navigation with Deep Reinforcement Learning. arXiv preprint arXiv:2003.13321, 2020 mehr…
Hase, Hannes; Azampour, Mohammad Farid; Tirindelli, Maria; Paschali, Magdalini; Simson, Walter; Fatemizadeh, Emad; Navab, Nassir: Ultrasound-Guided Robotic Navigation with Deep Reinforcement Learning. 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020 mehr…

Student Projects

Feel free to contact me if your interested in a IDP, Guided Research, Clicial Application Project or Thesis (MA, BA)