| Multi-task Deep Learning Based CT Imaging Analysis For COVID-19 pneumonia: Classification and Segmentation A Amyar, R Modzelewski, H Li, S Ruan Computers in Biology and Medicine, 2020 | 549 | 2020 |
| 3-d rpet-net: development of a 3-d pet imaging convolutional neural network for radiomics analysis and outcome prediction A Amyar, S Ruan, I Gardin, C Chatelain, P Decazes, R Modzelewski IEEE Transactions on Radiation and Plasma Medical Sciences 3 (2), 225-231, 2019 | 46 | 2019 |
| AI-based detection, classification and prediction/prognosis in medical imaging: towards radiophenomics F Yousefirizi, P Decazes, A Amyar, S Ruan, B Saboury, A Rahmim PET clinics 17 (1), 183-212, 2022 | 32 | 2022 |
| Accelerated cardiac T1 mapping in four heartbeats with inline MyoMapNet: a deep learning-based T1 estimation approach R Guo, H El-Rewaidy, S Assana, X Cai, A Amyar, K Chow, X Bi, ... Journal of Cardiovascular Magnetic Resonance 24 (1), 6, 2022 | 20 | 2022 |
| Radiomics-net: Convolutional neural networks on FDG PET images for predicting cancer treatment response A Amyar, S Ruan, I Gardin, R Herault, C Clement, P Decazes, ... Journal of Nuclear Medicine 59 (supplement 1), 324-324, 2018 | 19 | 2018 |
| Multi-task multi-scale learning for outcome prediction in 3D PET images A Amyar, R Modzelewski, P Vera, V Morard, S Ruen Computers in Biology and Medicine 151, 106208, 2022 | 11 | 2022 |
| Weakly supervised tumor detection in PET using class response for treatment outcome prediction A Amyar, R Modzelewski, P Vera, V Morard, S Ruan Journal of Imaging 8 (5), 130, 2022 | 9 | 2022 |
| Accelerated cardiac MRI cine with use of resolution enhancement generative adversarial inline neural network S Yoon, S Nakamori, A Amyar, S Assana, J Cirillo, MA Morales, K Chow, ... Radiology 307 (5), e222878, 2023 | 8 | 2023 |
| Impact of deep learning architectures on accelerated cardiac T1 mapping using MyoMapNet A Amyar, R Guo, X Cai, S Assana, K Chow, J Rodriguez, T Yankama, ... NMR in Biomedicine 35 (11), e4794, 2022 | 8 | 2022 |
| RADIOGAN:Deep Convolutional Conditional Generative Adversarial Network to Generate PET Images A Amyar, S Ruan, P Vera, P Decazes, R Modzelewski ICBRA 2020: 2020 7th International Conference on Bioinformatics Research and …, 2020 | 8 | 2020 |
| Multi-task deep learning based CT imaging analysis for COVID-19: classification and segmentation (2020) A Amyar, R Modzelewski, R Su | 6 | |
| Contribution of class activation map on WB PET deep features for primary tumour classification A Amyar, P Decazes, S Ruan, R Modzelewski Journal of Nuclear Medicine 60 (supplement 1), 1212-1212, 2019 | 4 | 2019 |
| Scanner‐Independent MyoMapNet for Accelerated Cardiac MRI T1 Mapping Across Vendors and Field Strengths A Amyar, AS Fahmy, R Guo, K Nakata, E Sai, J Rodriguez, J Cirillo, ... Journal of Magnetic Resonance Imaging 59 (1), 179-189, 2024 | 3 | 2024 |
| Improving accuracy of myocardial T1 estimation in MyoMapNet R Guo, Z Chen, A Amyar, H El‐Rewaidy, S Assana, J Rodriguez, P Pierce, ... Magnetic Resonance in Medicine 88 (6), 2573-2582, 2022 | 3 | 2022 |
| Weakly Supervised PET Tumor Detection Using Class Response A Amyar, R Modzelewski, P Vera, V Morard, S Ruan arXiv preprint arXiv:2003.08337, 2020 | 3 | 2020 |
| Quantification of changes in myocardial T1* values with exercise cardiac MRI using a free‐breathing non‐electrocardiograph radial imaging R Guo, H Qi, A Amyar, X Cai, S Kucukseymen, H Haji‐Valizadeh, ... Magnetic Resonance in Medicine 88 (4), 1720-1733, 2022 | 2 | 2022 |
| Unveiling the Hidden Insights: Cardiac Magnetic Resonance Radiomics Signature of the Myocardial Disease in Non-Ischemic Dilated Cardiomyopathy A Amyar, S Nakamori, LH Ngo, M Ishida, S Nakamura, T Omori, ... Circulation 148 (Suppl_1), A12353-A12353, 2023 | | 2023 |
| Cardiac Magnetic Resonance Radiomics Characterization of Myocardial Extracellular Matrix in Dilated Cardiomyopathy A Amyar, S Nakamori, AS Fahmy, LH Ngo, M Ishida, S Nakamura, ... Circulation 148 (Suppl_1), A18671-A18671, 2023 | | 2023 |
| Gadolinium-Free Cardiac MRI Myocardial Scar Detection by 4D Convolution Factorization A Amyar, S Nakamori, M Morales, S Yoon, J Rodriguez, J Kim, RM Judd, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | | 2023 |
| Deep Learning for Outcome Prediction in Cancer using Positron Emission Tomography Images A Amyar Normandie Université, 2021 | | 2021 |
Romain ModzelewskiResponsable informatique biomédical - Centre Henri Becquerel - LITIS EA 4108Verified email at chb.unicancer.fr
