Hessam Sokooti

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Convolutional Neural Network

Regression Forests

Surgical Planning

Top Venues

Medical Image Anal.

Publications

Xiaotong Zhang, Alexander Broersen, Hessam Sokooti, Anantharaman Ramasamy, Pieter H. Kitslaar, Ramya Parasa, Medeni Karaduman, Amear Souded Ali Jan Mohammed, Christos V. Bourantas, Jouke Dijkstra
Cross-sectional angle prediction of lipid-rich and calcified tissue on computed tomography angiography images. Int. J. Comput. Assist. Radiol. Surg. 19 (5) (2024)
Hessam Sokooti, Sahar Yousefi, Mohamed S. Elmahdy, Boudewijn P. F. Lelieveldt, Marius Staring
Hierarchical Prediction of Registration Misalignment Using a Convolutional LSTM: Application to Chest CT Scans. IEEE Access 9 (2021)
Sahar Yousefi, Hessam Sokooti, Wouter M. Teeuwisse, Dennis F. R. Heijtel, Aart J. Nederveen, Marius Staring, Matthias J. P. van Osch
ASL to PET Translation by a Semi-supervised Residual-based Attention-guided Convolutional Neural Network. CoRR (2021)
Mohamed S. Elmahdy, Laurens Beljaards, Sahar Yousefi, Hessam Sokooti, Fons J. Verbeek, Uulke A. van der Heide, Marius Staring
Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer. IEEE Access 9 (2021)
Mohamed S. Elmahdy, Laurens Beljaards, Sahar Yousefi, Hessam Sokooti, Fons J. Verbeek, Uulke A. van der Heide, Marius Staring
Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer. CoRR (2021)
Sahar Yousefi, Hessam Sokooti, Mohamed S. Elmahdy, Irene M. Lips, Mohammad T. Manzuri Shalmani, Roel T. Zinkstok, Frank J. W. M. Dankers, Marius Staring
Esophageal Tumor Segmentation in CT Images Using a Dilated Dense Attention Unet (DDAUnet). IEEE Access 9 (2021)
Sahar Yousefi, Hessam Sokooti, Mohamed S. Elmahdy, Irene M. Lips, Mohammad T. Manzuri Shalmani, Roel T. Zinkstok, Frank J. W. M. Dankers, Marius Staring
Esophageal Tumor Segmentation in CT Images using a 3D Convolutional Neural Network. CoRR (2020)
Hessam Sokooti, Gorkem Saygili, Ben Glocker, Boudewijn P. F. Lelieveldt, Marius Staring
Quantitative Error Prediction of Medical Image Registration using Regression Forests. CoRR (2019)
Mohamed S. Elmahdy, Jelmer M. Wolterink, Hessam Sokooti, Ivana Isgum, Marius Staring
Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy. CoRR (2019)
Hessam Sokooti, Bob D. de Vos, Floris F. Berendsen, Mohsen Ghafoorian, Sahar Yousefi, Boudewijn P. F. Lelieveldt, Ivana Isgum, Marius Staring
3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial Deformations. CoRR (2019)
Sahar Yousefi, Lydiane Hirschler, Merlijn van der Plas, Mohamed S. Elmahdy, Hessam Sokooti, Matthias van Osch, Marius Staring
Fast Dynamic Perfusion and Angiography Reconstruction Using an End-to-End 3D Convolutional Neural Network. MLMIR@MICCAI (2019)
Hessam Sokooti, Gorkem Saygili, Ben Glocker, Boudewijn P. F. Lelieveldt, Marius Staring
Quantitative error prediction of medical image registration using regression forests. Medical Image Anal. 56 (2019)
Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Hessam Sokooti, Marius Staring, Ivana Isgum
A deep learning framework for unsupervised affine and deformable image registration. Medical Image Anal. 52 (2019)
Sahar Yousefi, Lydiane Hirschler, Merlijn van der Plas, Mohamed S. Elmahdy, Hessam Sokooti, Matthias van Osch, Marius Staring
Fast Dynamic Perfusion and Angiography Reconstruction using an end-to-end 3D Convolutional Neural Network. CoRR (2019)
Mohamed S. Elmahdy, Jelmer M. Wolterink, Hessam Sokooti, Ivana Isgum, Marius Staring
Adversarial Optimization for Joint Registration and Segmentation in Prostate CT Radiotherapy. MICCAI (6) (2019)
Sahar Yousefi, Hessam Sokooti, Mohamed S. Elmahdy, Femke P. Peters, Mohammad T. Manzuri Shalmani, Roel T. Zinkstok, Marius Staring
Esophageal Gross Tumor Volume Segmentation Using a 3D Convolutional Neural Network. MICCAI (4) (2018)
Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Hessam Sokooti, Marius Staring, Ivana Isgum
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration. CoRR (2018)
Mohamed S. Elmahdy, Thyrza Jagt, Sahar Yousefi, Hessam Sokooti, Roel Zinkstok, Mischa Hoogeman, Marius Staring
Evaluation of Multi-metric Registration for Online Adaptive Proton Therapy of Prostate Cancer. WBIR (2018)
Hessam Sokooti, Bob D. de Vos, Floris F. Berendsen, Boudewijn P. F. Lelieveldt, Ivana Isgum, Marius Staring
Nonrigid Image Registration Using Multi-scale 3D Convolutional Neural Networks. MICCAI (1) (2017)
Noeska N. Smit, Kai Lawonn, Annelot Kraima, Marco C. DeRuiter, Hessam Sokooti, Stefan Bruckner, Elmar Eisemann, Anna Vilanova
PelVis: Atlas-based Surgical Planning for Oncological Pelvic Surgery. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Hessam Sokooti, Gorkem Saygili, Ben Glocker, Boudewijn P. F. Lelieveldt, Marius Staring
Accuracy Estimation for Medical Image Registration Using Regression Forests. MICCAI (3) (2016)