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Alireza Sedghi
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Attention based multi-instance learning for improved glioblastoma detection using mass spectrometry
D Srikanthan, M Kaufmann, A Jamzad, A Syeda, A Santilli, A Sedghi, ...
Medical Imaging 2023: Image-Guided Procedures, Robotic Interventions, and …, 2023
12023
Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures
E Kaczmarek, J Nanayakkara, A Sedghi, M Pesteie, T Tuschl, N Renwick, ...
BMC bioinformatics 23 (1), 1-18, 2022
2022
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
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
142021
Attitudes and experience of urology trainees in interpreting prostate magnetic resonance imaging
C Rodrigues, K Visram, A Sedghi, P Mousavi, DR Siemens
Canadian Urological Association Journal 15 (5), E293, 2021
22021
Spatial Decomposition For Robust Domain Adaptation In Prostate Cancer Detection
A Grebenisan, A Sedghi, J Izard, R Siemens, A Menard, P Mousavi
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1218-1222, 2021
42021
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
82021
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
252021
Machine learning to detect brain lesions in focal epilepsy
A Perera-Ortega, A Sedghi, J Isen, SB Vos, P Mousavi, GP Winston
Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and …, 2021
32021
Development of an open-source system for prostate biopsy training in Senegal
CO Wu, B Diao, T Ungi, A Sedghi, R Kikinis, P Mousavi, G Fichtinger
Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and …, 2021
2021
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
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
162020
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
262020
Classification of tumor signatures from electrosurgical vapors using mass spectrometry and machine learning: a feasibility study
L Connolly, A Jamzad, M Kaufmann, R Rubino, A Sedghi, T Ungi, ...
Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and …, 2020
12020
Image registration with deep probabilistic classifiers: application in radiation therapy
A Sedghi, G Salomons, JD Jutras, J Gooding, J Schreiner, WM Wells III, ...
Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and …, 2020
2020
Towards democratizing AI in MR-based prostate cancer diagnosis: 3.0 to 1.5 Tesla
A Grebenisan, A Sedghi, A Menard, J Izard, R Siemens, P Mousavi
Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and …, 2020
12020
Theoretical and Practical Considerations of Learning Algorithms in Image-guided Interventions
A Sedghi
Queen's University (Canada), 2020
2020
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
202019
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
262019
Predictive Modeling using Intensive Care Unit Data: Considerations for Data Pre-processing and Analysis
B Chan, A Sedghi, P Laird, D Maslove, P Mousavi
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
12019
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