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Sharareh Bayat
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- affiliation: University of British Columbia, Vancouver, Canada
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2020 – today
- 2022
- [j6]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:
Towards targeted ultrasound-guided prostate biopsy by incorporating model and label uncertainty in cancer detection. Int. J. Comput. Assist. Radiol. Surg. 17(1): 121-128 (2022) - [j5]Minh Nguyen Nhat To, Fahimeh Fooladgar, Golara Javadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi:
Coarse label refinement for improving prostate cancer detection in ultrasound imaging. Int. J. Comput. Assist. Radiol. Surg. 17(5): 841-847 (2022) - [j4]Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Walid Eshumani, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi:
Training deep neural networks with noisy clinical labels: toward accurate detection of prostate cancer in US data. Int. J. Comput. Assist. Radiol. Surg. 17(9): 1697-1705 (2022) - [c6]Fahimeh Fooladgar, Minh Nguyen Nhat To, Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Walid Eshumani, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi:
Uncertainty-Aware Deep Ensemble Model For Targeted Ultrasound-Guided Prostate Biopsy. ISBI 2022: 1-5 - 2021
- [c5]Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi:
Characterizing The Uncertainty Of Label Noise In Systematic Ultrasound-Guided Prostate Biopsy. ISBI 2021: 424-428 - [c4]Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi:
Training Deep Networks for Prostate Cancer Diagnosis Using Coarse Histopathological Labels. MICCAI (8) 2021: 680-689 - 2020
- [j3]Golara Javadi, Samareh Samadi, Sharareh Bayat, Mehran Pesteie, Mohammad H. Jafari, Samira Sojoudi, Claudia Kesch, Antonio Hurtado, Silvia D. Chang, Parvin Mousavi, Peter C. Black, Purang Abolmaesumi:
Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study. Int. J. Comput. Assist. Radiol. Surg. 15(6): 1023-1031 (2020) - [c3]Justin Gerolami, Amoon Jamzad, Sijia Li, Sharareh Bayat, Purang Abolmaesumi, Parvin Mousavi:
Soft Tissue Characterization with Temporal Enhanced Ultrasound through Periodic Manipulation of Point Spread Function: A Feasibility Study. EMBC 2020: 78-81 - [c2]Golara Javadi, Minh Nguyen Nhat To, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi:
Complex Cancer Detector: Complex Neural Networks on Non-stationary Time Series for Guiding Systematic Prostate Biopsy. MICCAI (3) 2020: 524-533
2010 – 2019
- 2018
- [j2]Shekoofeh Azizi, Sharareh Bayat, Pingkun Yan, Amir Tahmasebi, Jin Tae Kwak, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Parvin Mousavi, Purang Abolmaesumi:
Deep Recurrent Neural Networks for Prostate Cancer Detection: Analysis of Temporal Enhanced Ultrasound. IEEE Trans. Medical Imaging 37(12): 2695-2703 (2018) - [c1]Shekoofeh Azizi, Sharareh Bayat, Ajay Rajaram, Emran Mohammad Abu Anas, Tamer Mohamed, Konrad Walus, Purang Abolmaesumi, Parvin Mousavi:
3D tissue mimicking biophantoms for ultrasound imaging: bioprinting and image analysis. Image-Guided Procedures 2018: 105761T - 2017
- [j1]Shekoofeh Azizi, Sharareh Bayat, Pingkun Yan, Amir M. Tahmasebi, Guy Nir, Jin Tae Kwak, Sheng Xu, Storey Wilson, Kenneth A. Iczkowski, M. Scott Lucia, Larry Goldenberg, Septimiu E. Salcudean, Peter A. Pinto, Bradford J. Wood, Purang Abolmaesumi, Parvin Mousavi:
Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations. Int. J. Comput. Assist. Radiol. Surg. 12(8): 1293-1305 (2017)
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