Alireza Sedghi

32 papers Misc 1Journal 11Unranked 19
YearRankTypeTitle / Venue / Authors
2023 — conf
Attention-based multi-instance learning for improved glioblastoma detection using mass spectrometry.
Image-Guided Procedures
Dilakshan Srikanthan, Martin Kaufmann, Amoon Jamzad, Ayesha Syeda, Alice M. L. Santilli, Alireza Sedghi, Gabor Fichtinger, Jamie Purzner, John F. Rudan, Teresa Purzner, Parvin Mousavi
2022 — conf
Deep image clustering for standardization of radiological workflows.
Image-Guided Procedures
Dhruv Patel, Erik Ziegler, Rob Lewis, Parvin Mousavi, Alireza Sedghi
2022 J jnl
Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures.
BMC Bioinform.
Emily Kaczmarek, Jina Nanayakkara, Alireza Sedghi, Mehran Pesteie, Thomas Tuschl, Neil Renwick, Parvin Mousavi
2022 J jnl
Towards targeted ultrasound-guided prostate biopsy by incorporating model and label uncertainty in cancer detection.
Int. J. Comput. Assist. Radiol. Surg.
Golara Javadi, Sharareh Bayat, Mohammad Mahdi Kazemi Esfeh, Samareh Samadi, Alireza Sedghi, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2021 — conf
Development of an open-source system for prostate biopsy training in Senegal.
Image-Guided Procedures
Catherine O. Wu, Babacar Diao, Tamas Ungi, Alireza Sedghi, Ron Kikinis, Parvin Mousavi, Gabor Fichtinger
2021 J jnl
Domain adaptation and self-supervised learning for surgical margin detection.
Int. J. Comput. Assist. Radiol. Surg.
Alice M. L. Santilli, Amoon Jamzad, Alireza Sedghi, Martin Kaufmann, Kathryn Logan, Julie Wallis, Kevin Yi Mi Ren, Natasja N. Y. Janssen, Shaila Merchant, Cecil Jay Engel, Doug McKay, Sonal Varma, Ami Wang, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
2021 J jnl
Image registration: Maximum likelihood, minimum entropy and deep learning.
Medical Image Anal.
Alireza Sedghi, Lauren J. O'Donnell, Tina Kapur, Erik G. Learned-Miller, Parvin Mousavi, William M. Wells III
2021 — conf
Machine learning to detect brain lesions in focal epilepsy.
Image-Guided Procedures
Andrea Perera-Ortega, Alireza Sedghi, Jonah Isen, Sjoerd B. Vos, Parvin Mousavi, Gavin P. Winston
2021 — conf
Self-Supervised Learning For Detection Of Breast Cancer In Surgical Margins With Limited Data.
ISBI
Alice M. L. Santilli, Amoon Jamzad, Alireza Sedghi, Martin Kaufmann, Shaila Merchant, Cecil Jay Engel, Kathryn Logan, Julie Wallis, Natasja N. Y. Janssen, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
2021 — conf
Spatial Decomposition For Robust Domain Adaptation In Prostate Cancer Detection.
ISBI
Andrew Grebenisan, Alireza Sedghi, Jason Izard, Robert Siemens, Alexandre Menard, Parvin Mousavi
2020 — conf
Classification of tumor signatures from electrosurgical vapors using mass spectrometry and machine learning: a feasibility study.
Image-Guided Procedures
Laura Connolly, Amoon Jamzad, Martin Kaufmann, Rachel Rubino, Alireza Sedghi, Tamas Ungi, Mark Asselin, Scott Yam, John F. Rudan, Christopher Nicol, Gabor Fichtinger, Parvin Mousavi
2020 — conf
Image registration with deep probabilistic classifiers: application in radiation therapy.
Image-Guided Procedures
Alireza Sedghi, Gregory Salomons, Jean-David Jutras, Jim Gooding, L. John Schreiner, William M. Wells III, Parvin Mousavi
2020 — conf
Improved Resection Margins in Surgical Oncology Using Intraoperative Mass Spectrometry.
MICCAI (3)
Amoon Jamzad, Alireza Sedghi, Alice M. L. Santilli, Natasja N. Y. Janssen, Martin Kaufmann, Kevin Yi Mi Ren, Kaitlin Vanderbeck, Ami Wang, Doug McKay, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
2020 J jnl
Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound.
Int. J. Comput. Assist. Radiol. Surg.
Alireza Sedghi, Alireza Mehrtash, Amoon Jamzad, Amel Amalou, William M. Wells III, Tina Kapur, Jin Tae Kwak, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Sheng Xu, Purang Abolmaesumi, Parvin Mousavi
2020 — —
Theoretical and Practical Considerations of Learning Algorithms in Image-guided Interventions
Alireza Sedghi
2020 — conf
Towards democratizing AI in MR-based prostate cancer diagnosis: 3.0 to 1.5 Tesla.
Image-Guided Procedures
Andrew Grebenisan, Alireza Sedghi, Alexandre Menard, Jason Izard, Robert Siemens, Parvin Mousavi
2019 J jnl
Deep Information Theoretic Registration.
CoRR
Alireza Sedghi, Jie Luo, Alireza Mehrtash, Steve Pieper, Clare M. Tempany, Tina Kapur, Parvin Mousavi, William M. Wells III
2019 J jnl
Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies.
Int. J. Comput. Assist. Radiol. Surg.
Alireza Sedghi, Mehran Pesteie, Golara Javadi, Shekoofeh Azizi, Pingkun Yan, Jin Tae Kwak, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Robert Rohling, Purang Abolmaesumi, Parvin Mousavi
2019 Misc conf
Exploring microRNA Regulation of Cancer with Context-Aware Deep Cancer Classifier.
PSB
Blake Pyman, Alireza Sedghi, Shekoofeh Azizi, Kathrin Tyryshkin, Neil Renwick, Parvin Mousavi
2019 — conf
Fully End-To-End Super-Resolved Bone Age Estimation.
Canadian AI
Mohammed Gasmallah, Farhana H. Zulkernine, François Rivest, Parvin Mousavi, Alireza Sedghi
2019 — conf
On the Applicability of Registration Uncertainty.
MICCAI (2)
Jie Luo, Alireza Sedghi, Karteek Popuri, Dana Cobzas, Miaomiao Zhang, Frank Preiswerk, Matthew Toews, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III, Sarah F. Frisken
2019 — conf
Prediction of Patient-specific Acute Hypotensive Episodes in ICU Using Deep Models.
EMBC
Brandon Chan, Alireza Sedghi, Philip Laird, David Maslove, Parvin Mousavi
2019 — conf
Predictive Modeling using Intensive Care Unit Data: Considerations for Data Pre-processing and Analysis.
EMBC
Brandon Chan, Alireza Sedghi, Philip Laird, David Maslove, Parvin Mousavi
2019 — conf
Probabilistic Image Registration via Deep Multi-class Classification: Characterizing Uncertainty.
UNSURE/CLIP@MICCAI
Alireza Sedghi, Tina Kapur, Jie Luo, Parvin Mousavi, William M. Wells III
2019 — conf
Semi-supervised image registration using deep learning.
Image-Guided Procedures
Alireza Sedghi, Jie Luo, Alireza Mehrtash, Steve Pieper, Clare M. Tempany, Tina Kapur, Parvin Mousavi, William M. Wells III
2019 — conf
Tesseract-medical imaging: open-source browser-based platform for artificial intelligence deployment in medical imaging.
Image-Guided Procedures
Alireza Sedghi, Soheil Hamidi, Alireza Mehrtash, Erik Ziegler, Clare M. Tempany, Steve Pieper, Tina Kapur, Parvin Mousavi
2018 — conf
A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation.
MICCAI (4)
Jie Luo, Matthew Toews, Inês Machado, Sarah F. Frisken, Miaomiao Zhang, Frank Preiswerk, Alireza Sedghi, Hongyi Ding, Steve Pieper, Polina Golland, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III
2018 J jnl
A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation.
CoRR
Jie Luo, Matthew Toews, Inês Machado, Sarah F. Frisken, Miaomiao Zhang, Frank Preiswerk, Alireza Sedghi, Hongyi Ding, Steve Pieper, Polina Golland, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III
2018 J jnl
Semi-Supervised Deep Metrics for Image Registration.
CoRR
Alireza Sedghi, Jie Luo, Alireza Mehrtash, Steve Pieper, Clare M. Tempany, Tina Kapur, Parvin Mousavi, William M. Wells III
2018 J jnl
Using the variogram for vector outlier screening: application to feature-based image registration.
Int. J. Comput. Assist. Radiol. Surg.
Jie Luo, Sarah F. Frisken, Inês Machado, Miaomiao Zhang, Steve Pieper, Polina Golland, Matthew Toews, Prashin Unadkat, Alireza Sedghi, Haoyin Zhou, Alireza Mehrtash, Frank Preiswerk, Cheng-Chieh Cheng, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III
2017 — conf
Classification of clinical significance of MRI prostate findings using 3D convolutional neural networks.
Computer-Aided Diagnosis
Alireza Mehrtash, Alireza Sedghi, Mohsen Ghafoorian, Mehdi Taghipour, Clare M. Tempany, William M. Wells III, Tina Kapur, Parvin Mousavi, Purang Abolmaesumi, Andriy Fedorov
2017 J jnl
Model-based registration of preprocedure MR and intraprocedure US of the lumbar spine.
Int. J. Comput. Assist. Radiol. Surg.
Delaram Behnami, Alireza Sedghi, Emran Mohammad Abu Anas, Abtin Rasoulian, Alexander Seitel, Victoria A. Lessoway, Tamas Ungi, David Yen, Jill Osborn, Parvin Mousavi, Robert Rohling, Purang Abolmaesumi