Samira Sojoudi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Prostate Biopsy

Multiple Instance

Transrectal Ultrasound

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Medical Imaging: Image-Guided Procedures

Publications

Minh Nguyen Nhat To, Fahimeh Fooladgar, Paul F. R. Wilson, Mohamed Harmanani, Mahdi Gilany, Samira Sojoudi, Amoon Jamzad, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
LensePro: label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations. Int. J. Comput. Assist. Radiol. Surg. 19 (6) (2024)
Fahimeh Fooladgar, Minh Nguyen Nhat To, Golara Javadi, Samira Sojoudi, Walid Eshumani, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
Semi-supervised learning from coarse histopathology labels. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (4) (2023)
Michael B. Allan, Mohammad H. Jafari, Nathan Van Woudenberg, Oron Frenkel, Darra Murphy, Tracee Wee, Rob D'Ortenzio, Yong Wu, James Roberts, Naoya Shatani, Ang Nan Gu, Samira Sojoudi, Purang Abolmaesumi
Multi-task deep learning for segmentation and landmark detection in obstetric sonography. Medical Imaging: Image-Guided Procedures (2022)
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) (2022)
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) (2022)
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) (2022)
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)
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)
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)
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)
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) (2020)
Shekoofeh Azizi, Nathan Van Woudenberg, Samira Sojoudi, Ming Li, Sheng Xu, Emran Mohammad Abu Anas, Pingkun Yan, Amir M. Tahmasebi, Jin Tae Kwak, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Parvin Mousavi, Purang Abolmaesumi
Toward a real-time system for temporal enhanced ultrasound-guided prostate biopsy. Int. J. Comput. Assist. Radiol. Surg. 13 (8) (2018)
Nishant Uniyal, Hani Eskandari, Purang Abolmaesumi, Samira Sojoudi, Paula Gordon, Linda Warren, Robert N. Rohling, Septimiu E. Salcudean, Mehdi Moradi
Ultrasound RF Time Series for Classification of Breast Lesions. IEEE Trans. Medical Imaging 34 (2) (2015)
Siavash Khallaghi, C. Antonio Sánchez, Saman Nouranian, Samira Sojoudi, Silvia D. Chang, Hamidreza Abdi, Lindsay Machan, Alison Harris, Peter C. Black, Martin E. Gleave, Larry Goldenberg, Sidney S. Fels, Purang Abolmaesumi
A 2D-3D Registration Framework for Freehand TRUS-Guided Prostate Biopsy. MICCAI (2) (2015)
Abtin Rasoulian, Alexander Seitel, Jill Osborn, Samira Sojoudi, Saman Nouranian, Victoria A. Lessoway, Robert N. Rohling, Purang Abolmaesumi
Ultrasound-guided spinal injections: a feasibility study of a guidance system. Int. J. Comput. Assist. Radiol. Surg. 10 (9) (2015)
Abtin Rasoulian, Jill Osborn, Samira Sojoudi, Saman Nouranian, Victoria A. Lessoway, Robert Rohling, Purang Abolmaesumi
A System for Ultrasound-Guided Spinal Injections: A Feasibility Study. IPCAI (2014)
Siavash Khallaghi, Saman Nouranian, Samira Sojoudi, Hussam Al-Deen Ashab, Lindsay Machan, Silvia D. Chang, Peter C. Black, Martin E. Gleave, Larry Goldenberg, Purang Abolmaesumi
Motion and deformation compensation for freehand prostate biopsies. Medical Imaging: Image-Guided Procedures (2014)
Adrian Wong, Samira Sojoudi, Marc Gaudet, Wan Wan Yap, Silvia D. Chang, Purang Abolmaesumi, Christina Aquino-Parsons, Mehdi Moradi
Towards enabling ultrasound guidance in cervical cancer high-dose-rate brachytherapy. Medical Imaging: Image-Guided Procedures (2014)