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 | 1 | 2023 |
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 | 8 | 2022 |
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 | 14 | 2021 |
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 | 2 | 2021 |
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 | 4 | 2021 |
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 | 8 | 2021 |
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 | 25 | 2021 |
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 | 3 | 2021 |
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 | 6 | 2020 |
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 | 16 | 2020 |
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 | 26 | 2020 |
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 | 1 | 2020 |
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 | 1 | 2020 |
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 | 20 | 2019 |
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 | 26 | 2019 |
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 | 1 | 2019 |