Amirmohammad Shamaei

According to our database, Amirmohammad Shamaei authored at least 12 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

HyperFitS - Hypernetwork Fitting Spectra for metabolic quantification of ¹H MR spectroscopic imaging.

Paul J. Weiser, Gulnur Ungan, Amirmohammad Shamaei, Georg Langs, Wolfgang Bogner, Malte Hoffmann, Antoine Klauser, Ovidiu C. Andronesi

CoRR, April, 2026

PHIVE: A physics-informed variational encoder enables rapid spectral fitting of brain metabolite mapping at 7T.

Amirmohammad Shamaei, Amir Buchali, Eva Niess, Lukas Hingerl, Bernhard Strasser, Aaron Osburg, Korbinian Eckstein, Wolfgang Bogner, Stanislav Motyka

Medical Image Anal., 2026

2025

Deep learning water-unsuppressed MRSI at ultra-high field for simultaneous quantitative metabolic, susceptibility and myelin water imaging.

Paul J. Weiser, Jiye Kim, Jongho Lee, Amirmohammad Shamaei, Gulnur Ungan, Malte Hoffmann, Antoine Klauser, Berkin Bilgic, Ovidiu C. Andronesi

CoRR, December, 2025

Enhancing and Accelerating Brain MRI through Deep Learning Reconstruction Using Prior Subject-Specific Imaging.

Amirmohammad Shamaei, Alexander Stebner, Salome Bosshart, Johanna Ospel, Gouri Ginde, Mariana P. Bento, Roberto Souza

CoRR, July, 2025

A deep autoencoder for fast spectral-temporal fitting of dynamic deuterium metabolic imaging data at 7T.

Aaron Osburg, Amirmohammad Shamaei, Bernhard Strasser, Fabian Niess, Anna Duguid, Viola Bader, Sabina Frese, Lukas Hingerl, Hauke Fischer, William T. Clarke, Georg Langs, Wolfgang Bogner, Stanislav Motyka

NeuroImage, 2025

Improving skull-stripping for infant MRI via weakly supervised domain adaptation using adversarial learning.

Abbas Omidi, Amirmohammad Shamaei, Mumu Aktar, Regan King, Lara Leijser, Roberto Souza

Comput. Biol. Medicine, 2025

Robustness Evaluation of Multi-visit Magnetic Resonance Image Reconstruction.

Youssef Beauferris, Abbas Omidi, Amirmohammad Shamaei, Jacob Idoko, Gouri Deshpande, Mariana P. Bento, Roberto Souza

Proceedings of the Reconstruction and Imaging Motion Estimation, and Graphs in Biomedical Image Analysis, 2025

Quantifying White Matter Hyperintensities: Predicting Periventricular Fazekas Scores with Uncertainty Estimation.

Susanne Schmid, Amirmohammad Shamaei, Roberto Souza, Richard Frayne

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

Unsupervised Domain Adaptation of Brain MRI Skull Stripping Trained on Adult Data to Newborns: Combining Synthetic Data with Domain Invariant Features.

Abbas Omidi, Amirmohammad Shamaei, Anouk Verschuu, Regan King, Lara Leijser, Roberto Souza

Proceedings of the Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., 2024

2023

Physics-informed deep learning approach to quantification of human brain metabolites from magnetic resonance spectroscopy data.

Amirmohammad Shamaei, Jana Starcuková, Zenon Starcuk

Comput. Biol. Medicine, May, 2023

Spectro-ViT: A Vision Transformer Model for GABA-edited MRS Reconstruction Using Spectrograms.

Gabriel Santos Martins Dias, Rodrigo Pommot Berto, Mateus Oliveira, Lucas H. Ueda, Sergio Dertkigil, Paula D. P. Costa, Amirmohammad Shamaei, Roberto Souza, Ashley D. Harris, Letícia Rittner

CoRR, 2023

2021

A Wavelet Scattering Convolutional Network for Magnetic Resonance Spectroscopy Signal Quantitation.

Amirmohammad Shamaei, Jana Starcuková, Zenon Starcuk Jr.

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021