Seyed Sadegh Mohseni Salehi

25 papers A 1Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2023 A conf
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction.
WACV
Bo Zhou, Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka
2023 J jnl
Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction.
CoRR
Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin N. Sheth, Chi Liu, James S. Duncan, Michal Sofka
2022 — conf
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration.
MICCAI (6)
Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka
2022 J jnl
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration.
CoRR
Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka
2022 J jnl
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction.
CoRR
Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka
2022 J jnl
Dual-domain self-supervised learning for accelerated non-Cartesian MRI reconstruction.
Medical Image Anal.
Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin N. Sheth, Chi Liu, James S. Duncan, Michal Sofka
2020 J jnl
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal Imaging.
IEEE Trans. Medical Imaging
Ayush Singh, Seyed Sadegh Mohseni Salehi, Ali Gholipour
2019 J jnl
Asymmetric Loss Functions and Deep Densely-Connected Networks for Highly-Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection.
IEEE Access
Seyed Raein Hashemi, Seyed Sadegh Mohseni Salehi, Deniz Erdogmus, Sanjay P. Prabhu, Simon K. Warfield, Ali Gholipour
2019 J jnl
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal Imaging.
CoRR
Ayush Singh, Seyed Sadegh Mohseni Salehi, Ali Gholipour
2019 — conf
Nonuniform Variational Network: Deep Learning for Accelerated Nonuniform MR Image Reconstruction.
MICCAI (3)
Jo Schlemper, Seyed Sadegh Mohseni Salehi, Prantik Kundu, Carole Lazarus, Hadrien Dyvorne, Daniel Rueckert, Michal Sofka
2019 J jnl
Real-Time Deep Pose Estimation With Geodesic Loss for Image-to-Template Rigid Registration.
IEEE Trans. Medical Imaging
Seyed Sadegh Mohseni Salehi, Shadab Khan, Deniz Erdogmus, Ali Gholipour
2018 J jnl
Real-time Deep Registration With Geodesic Loss.
CoRR
Seyed Sadegh Mohseni Salehi, Shadab Khan, Deniz Erdogmus, Ali Gholipour
2018 — conf
Real-time automatic fetal brain extraction in fetal MRI by deep learning.
ISBI
Seyed Sadegh Mohseni Salehi, Seyed Raein Hashemi, Clemente Velasco-Annis, Abdelhakim Ouaalam, Judy A. Estroff, Deniz Erdogmus, Simon K. Warfield, Ali Gholipour
2018 J jnl
Tversky as a Loss Function for Highly Unbalanced Image Segmentation using 3D Fully Convolutional Deep Networks.
CoRR
Seyed Raein Hashemi, Seyed Sadegh Mohseni Salehi, Deniz Erdogmus, Sanjay P. Prabhu, Simon K. Warfield, Ali Gholipour
2017 J jnl
Auto-Context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging.
IEEE Trans. Medical Imaging
Seyed Sadegh Mohseni Salehi, Deniz Erdogmus, Ali Gholipour
2017 J jnl
Auto-context Convolutional Neural Network for Geometry-Independent Brain Extraction in Magnetic Resonance Imaging.
CoRR
Seyed Sadegh Mohseni Salehi, Deniz Erdogmus, Ali Gholipour
2017 J jnl
Context-Aware Recursive Bayesian Graph Traversal in BCIs.
CoRR
Seyed Sadegh Mohseni Salehi, Mohammad Moghadamfalahi, Hooman Nezamfar, Marzieh Haghighi, Deniz Erdogmus
2017 — conf
Context-aware recursive bayesian graph traversal in BCIs.
EMBC
Seyed Sadegh Mohseni Salehi, Mohammad Moghadamfalahi, Hooman Nezamfar, Marzieh Haghighi, Deniz Erdogmus
2017 J jnl
Decoding Complex Imagery Hand Gestures.
CoRR
Seyed Sadegh Mohseni Salehi, Mohammad Moghadamfalahi, Fernando Quivira, Alexander Piers, Hooman Nezamfar, Deniz Erdogmus
2017 — conf
Decoding complex imagery hand gestures.
EMBC
Seyed Sadegh Mohseni Salehi, Mohammad Moghadamfalahi, Fernando Quivira, Alexander Piers, Hooman Nezamfar, Deniz Erdogmus
2017 J jnl
Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning.
CoRR
Seyed Sadegh Mohseni Salehi, Seyed Raein Hashemi, Clemente Velasco-Annis, Abdelhakim Ouaalam, Judy A. Estroff, Deniz Erdogmus, Simon K. Warfield, Ali Gholipour
2017 J jnl
Temporal slice registration and robust diffusion-tensor reconstruction for improved fetal brain structural connectivity analysis.
NeuroImage
Bahram Marami, Seyed Sadegh Mohseni Salehi, Onur Afacan, Benoit Scherrer, Caitlin K. Rollins, Edward Yang, Judy A. Estroff, Simon K. Warfield, Ali Gholipour
2017 — conf
Tversky Loss Function for Image Segmentation Using 3D Fully Convolutional Deep Networks.
MLMI@MICCAI
Seyed Sadegh Mohseni Salehi, Deniz Erdogmus, Ali Gholipour
2017 J jnl
Tversky loss function for image segmentation using 3D fully convolutional deep networks.
CoRR
Seyed Sadegh Mohseni Salehi, Deniz Erdogmus, Ali Gholipour
2016 J jnl
FlashType™: A Context-Aware c-VEP-Based BCI Typing Interface Using EEG Signals.
IEEE J. Sel. Top. Signal Process.
Hooman Nezamfar, Seyed Sadegh Mohseni Salehi, Mohammad Moghadamfalahi, Deniz Erdogmus