Tversky loss function for image segmentation using 3D fully convolutional deep networks SSM Salehi, D Erdogmus, A Gholipour
International workshop on machine learning in medical imaging, 379-387, 2017
1177 2017 Asymmetric loss functions and deep densely-connected networks for highly-imbalanced medical image segmentation: Application to multiple sclerosis lesion detection SR Hashemi, SSM Salehi, D Erdogmus, SP Prabhu, SK Warfield, ...
IEEE Access 7, 1721-1735, 2018
283 * 2018 Auto-context convolutional neural network (auto-net) for brain extraction in magnetic resonance imaging SSM Salehi, D Erdogmus, A Gholipour
IEEE transactions on medical imaging 36 (11), 2319-2330, 2017
264 2017 Real-time Deep Pose Estimation with Geodesic Loss for Image-to-Template Rigid Registration SSM Salehi, S Khan, D Erdogmus, A Gholipour
IEEE transactions on medical imaging, 2018
163 * 2018 Real-time automatic fetal brain extraction in fetal MRI by deep learning SSM Salehi, SR Hashemi, C Velasco-Annis, A Ouaalam, JA Estroff, ...
2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018
120 2018 Deep learning techniques for magnetic resonance image reconstruction J Schlemper, SSM Salehi, M Sofka, P Kundu, Z Wang, C Lazarus, ...
US Patent 11,467,239, 2022
105 2022 Deep learning techniques for suppressing artefacts in magnetic resonance images C Lazarus, P Kundu, S Tang, SSM Salehi, M Sofka, J Schlemper, ...
US Patent 11,789,104, 2023
102 2023 Dual-domain self-supervised learning for accelerated non-Cartesian MRI reconstruction B Zhou, J Schlemper, N Dey, SSM Salehi, K Sheth, C Liu, JS Duncan, ...
Medical Image Analysis 81, 102538, 2022
97 * 2022 Temporal slice registration and robust diffusion-tensor reconstruction for improved fetal brain structural connectivity analysis B Marami, SSM Salehi, O Afacan, B Scherrer, CK Rollins, E Yang, ...
NeuroImage 156, 475-488, 2017
77 2017 Multi-coil magnetic resonance imaging using deep learning J Schlemper, SSM Salehi, M Sofka
US Patent 11,324,418, 2022
74 2022 Deep learning techniques for generating magnetic resonance images from spatial frequency data J Schlemper, SSM Salehi, M Sofka, P Kundu, C Lazarus, HA Dyvorne, ...
US Patent 11,564,590, 2023
63 2023 Self ensembling techniques for generating magnetic resonance images from spatial frequency data J Schlemper, SSM Salehi, M Sofka
US Patent 11,185,249, 2021
63 2021 Deep learning techniques for alignment of magnetic resonance images J Schlemper, SSM Salehi, M Sofka
US Patent 11,344,219, 2022
60 2022 Deep learning techniques for magnetic resonance image reconstruction J Schlemper, SSM Salehi, M Sofka, P Kundu, Z Wang, C Lazarus, ...
US Patent 11,300,645, 2022
51 2022 Deep predictive motion tracking in magnetic resonance imaging: application to fetal imaging A Singh, SSM Salehi, A Gholipour
IEEE transactions on medical imaging 39 (11), 3523-3534, 2020
48 2020 Bedside detection of intracranial midline shift using portable magnetic resonance imaging KN Sheth, MM Yuen, MH Mazurek, BA Cahn, AM Prabhat, S Salehi, ...
Scientific reports 12 (1), 67, 2022
38 2022 FlashType H Nezamfar, SSM Salehi, M Moghadamfalahi, D Erdogmus
IEEE Journal of Selected Topics in Signal Processing 10 (5), 932-941, 2016
30 2016 Contrareg: Contrastive learning of multi-modality unsupervised deformable image registration N Dey, J Schlemper, SSM Salehi, B Zhou, G Gerig, M Sofka
International Conference on Medical Image Computing and Computer-Assisted …, 2022
27 2022 Nonuniform variational network: deep learning for accelerated nonuniform MR image reconstruction J Schlemper, SSM Salehi, P Kundu, C Lazarus, H Dyvorne, D Rueckert, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
25 2019 Stimuli with opponent colors and higher bit rate enable higher accuracy for C-VEP BCI H Nezamfar, SSM Salehi, D Erdogmus
2015 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-6, 2015
21 2015 
Deniz ErdogmusProfessor of ECE, Northeastern UniversityE-mailová adresa ověřena na: ece.neu.edu
