Seyed Amir Hossein Hosseini

Self‐supervised learning of physics‐guided reconstruction neural networks without fully sampled reference data

Burhaneddin Yaman, Seyed Amir Hossein Hosseini, Steen Moeller et al. · Magnetic Resonance in Medicine · 2020 · 300 citations · Full text

Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms

Seyed Amir Hossein Hosseini, Burhaneddin Yaman, Steen Moeller et al. · IEEE Journal of Selected Topics in Signal Processing · 2020 · 95 citations · Full text

Image Reconstruction, Engineering, Machine Learning +23

Aggregate index of systemic inflammation (AISI) in admission as a reliable predictor of mortality in COPD patients with COVID-19

Saeed Hosseninia, Hassan Ghobadi, Kara Garjani et al. · BMC Pulmonary Medicine · 2023 · 54 citations · Full text

Multi‐mask self‐supervised learning for physics‐guided neural networks in highly accelerated magnetic resonance imaging

Burhaneddin Yaman, Hongyi Gu, Seyed Amir Hossein Hosseini et al. · NMR in Biomedicine · 2022 · 45 citations · Full text

Image Reconstruction, Engineering, Machine Learning +20

Accelerated coronary MRI with sRAKI: A database-free self-consistent neural network k-space reconstruction for arbitrary undersampling

Seyed Amir Hossein Hosseini, Chi Zhang, Sebastian Weingärtner et al. · PLoS ONE · 2020 · 43 citations · Full text