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Alireza Sedghi
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Classification of clinical significance of MRI prostate findings using 3D convolutional neural networks
A Mehrtash, A Sedghi, M Ghafoorian, M Taghipour, CM Tempany, ...
Medical Imaging 2017: Computer-Aided Diagnosis 10134, 101342A, 2017
1042017
Structural and Functional Reorganization of the Brain in Migraine Without Aura
S Soheili-Nezhad, A Sedghi, F Schweser, A Eslami Shahr Babaki, ...
Frontiers in neurology 10, 442, 2019
362019
On the Applicability of Registration Uncertainty
J Luo, A Sedghi, K Popuri, D Cobzas, M Zhang, F Preiswerk, M Toews, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
312019
Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound
A Sedghi, A Mehrtash, A Jamzad, A Amalou, WM Wells, T Kapur, JT Kwak, ...
International journal of computer assisted radiology and surgery 15 (7 …, 2020
302020
Image registration: Maximum likelihood, minimum entropy and deep learning
A Sedghi, LJ O’Donnell, T Kapur, E Learned-Miller, P Mousavi, ...
Medical Image Analysis 69, 101939, 2021
282021
Using the variogram for vector outlier screening: application to feature-based image registration
J Luo, S Frisken, I Machado, M Zhang, S Pieper, P Golland, M Toews, ...
International journal of computer assisted radiology and surgery 13 (12 …, 2018
282018
Semi-Supervised Deep Metrics for Image Registration
A Sedghi, J Luo, A Mehrtash, S Pieper, CM Tempany, T Kapur, P Mousavi, ...
arXiv preprint arXiv:1804.01565, 2018
262018
Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies
A Sedghi, M Pesteie, G Javadi, S Azizi, P Yan, JT Kwak, S Xu, B Turkbey, ...
International Journal of Computer Assisted Radiology and Surgery, 1-8, 2019
232019
Probabilistic Image Registration via Deep Multi-class Classification: Characterizing Uncertainty
A Sedghi, T Kapur, J Luo, P Mousavi, WM Wells
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and …, 2019
212019
A feature-driven active framework for ultrasound-based brain shift compensation
J Luo, M Toews, I Machado, S Frisken, M Zhang, F Preiswerk, A Sedghi, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
212018
Domain adaptation and self-supervised learning for surgical margin detection
AML Santilli, A Jamzad, A Sedghi, M Kaufmann, K Logan, J Wallis, ...
International Journal of Computer Assisted Radiology and Surgery 16 (5), 861-869, 2021
192021
Generalizable deep temporal models for predicting episodes of sudden hypotension in critically ill patients: a personalized approach
B Chan, B Chen, A Sedghi, P Laird, D Maslove, P Mousavi
Scientific Reports 10 (1), 1-10, 2020
172020
Semi-supervised image registration using deep learning
A Sedghi, J Luo, A Mehrtash, S Pieper, CM Tempany, T Kapur, P Mousavi, ...
Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and …, 2019
152019
Self-Supervised Learning For Detection Of Breast Cancer In Surgical Margins With Limited Data
AML Santilli, A Jamzad, A Sedghi, M Kaufmann, S Merchant, J Engel, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 980-984, 2021
102021
Model-based registration of preprocedure MR and intraprocedure US of the lumbar spine
D Behnami, A Sedghi, EMA Anas, A Rasoulian, A Seitel, V Lessoway, ...
International journal of computer assisted radiology and surgery 12 (6), 973-982, 2017
102017
Tesseract-medical imaging: Open-source browser-based platform for artificial intelligence deployment in medical imaging
A Sedghi, S Hamidi, A Mehrtash, E Ziegler, C Tempany, S Pieper, T Kapur, ...
Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and …, 2019
92019
Towards targeted ultrasound-guided prostate biopsy by incorporating model and label uncertainty in cancer detection
G Javadi, S Bayat, MM Kazemi Esfeh, S Samadi, A Sedghi, S Sojoudi, ...
International journal of computer assisted radiology and surgery 17 (1), 121-128, 2022
82022
Exploring microRNA Regulation of Cancer with Context-Aware Deep Cancer Classifier
B Pyman, A Sedghi, S Azizi, K Tyryshkin, N Renwick, P Mousavi
82019
Medical Imaging 2017: Computer-Aided Diagnosis
A Mehrtash, A Sedghi, M Ghafoorian, M Taghipour, CM Tempany, ...
International Society for Optics and Photonics, 2017
82017
Improved Resection Margins in Surgical Oncology Using Intraoperative Mass Spectrometry
A Jamzad, A Sedghi, AML Santilli, NNY Janssen, M Kaufmann, KYM Ren, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
62020
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