Amirmohammad Shamaei

11 papers Journal 7Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	PHIVE: A physics-informed variational encoder enables rapid spectral fitting of brain metabolite mapping at 7T. Medical Image Anal. Amirmohammad Shamaei, Amir Buchali, Eva Niess, Lukas Hingerl, Bernhard Strasser, Aaron Osburg, Korbinian Eckstein, Wolfgang Bogner, Stanislav Motyka
2025	J	`jnl`	A deep autoencoder for fast spectral-temporal fitting of dynamic deuterium metabolic imaging data at 7T. NeuroImage 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
2025	J	`jnl`	Deep learning water-unsuppressed MRSI at ultra-high field for simultaneous quantitative metabolic, susceptibility and myelin water imaging. CoRR Paul J. Weiser, Jiye Kim, Jongho Lee, Amirmohammad Shamaei, Gulnur Ungan, Malte Hoffmann, Antoine Klauser, Berkin Bilgic, Ovidiu C. Andronesi
2025	J	`jnl`	Enhancing and Accelerating Brain MRI through Deep Learning Reconstruction Using Prior Subject-Specific Imaging. CoRR Amirmohammad Shamaei, Alexander Stebner, Salome Bosshart, Johanna Ospel, Gouri Ginde, Mariana P. Bento, Roberto Souza
2025	J	`jnl`	Improving skull-stripping for infant MRI via weakly supervised domain adaptation using adversarial learning. Comput. Biol. Medicine Abbas Omidi, Amirmohammad Shamaei, Mumu Aktar, Regan King, Lara Leijser, Roberto Souza
2025	—	`conf`	Quantifying White Matter Hyperintensities: Predicting Periventricular Fazekas Scores with Uncertainty Estimation. ISBI Susanne Schmid, Amirmohammad Shamaei, Roberto Souza, Richard Frayne
2025	—	`conf`	Robustness Evaluation of Multi-visit Magnetic Resonance Image Reconstruction. GRAIL/RIME@MICCAI Youssef Beauferris, Abbas Omidi, Amirmohammad Shamaei, Jacob Idoko, Gouri Deshpande, Mariana P. Bento, Roberto Souza
2024	—	`conf`	Unsupervised Domain Adaptation of Brain MRI Skull Stripping Trained on Adult Data to Newborns: Combining Synthetic Data with Domain Invariant Features. MIDL Abbas Omidi, Amirmohammad Shamaei, Anouk Verschuu, Regan King, Lara Leijser, Roberto Souza
2023	J	`jnl`	Physics-informed deep learning approach to quantification of human brain metabolites from magnetic resonance spectroscopy data. Comput. Biol. Medicine Amirmohammad Shamaei, Jana Starcuková, Zenon Starcuk
2023	J	`jnl`	Spectro-ViT: A Vision Transformer Model for GABA-edited MRS Reconstruction Using Spectrograms. CoRR 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
2021	—	`conf`	A Wavelet Scattering Convolutional Network for Magnetic Resonance Spectroscopy Signal Quantitation. BIOSIGNALS Amirmohammad Shamaei, Jana Starcuková, Zenon Starcuk Jr.