Samira Sojoudi

According to our database, Samira Sojoudi authored at least 18 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LensePro: label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations.

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

Int. J. Comput. Assist. Radiol. Surg., June, 2024

2023

Semi-supervised learning from coarse histopathology labels.

Fahimeh Fooladgar, Minh Nguyen Nhat To, Golara Javadi, Samira Sojoudi, Walid Eshumani, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi

Comput. methods Biomech. Biomed. Eng. Imaging Vis., July, 2023

2022

Coarse label refinement for improving prostate cancer detection in ultrasound imaging.

Minh Nguyen Nhat To, Fahimeh Fooladgar, Golara Javadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi

Int. J. Comput. Assist. Radiol. Surg., 2022

Training deep neural networks with noisy clinical labels: toward accurate detection of prostate cancer in US data.

Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Walid Eshumani, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi

Int. J. Comput. Assist. Radiol. Surg., 2022

Towards targeted ultrasound-guided prostate biopsy by incorporating model and label uncertainty in cancer detection.

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

Int. J. Comput. Assist. Radiol. Surg., 2022

Multi-task deep learning for segmentation and landmark detection in obstetric sonography.

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

Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

Uncertainty-Aware Deep Ensemble Model For Targeted Ultrasound-Guided Prostate Biopsy.

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

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

Training Deep Networks for Prostate Cancer Diagnosis Using Coarse Histopathological Labels.

Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Characterizing The Uncertainty Of Label Noise In Systematic Ultrasound-Guided Prostate Biopsy.

Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study.

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

Int. J. Comput. Assist. Radiol. Surg., 2020

Complex Cancer Detector: Complex Neural Networks on Non-stationary Time Series for Guiding Systematic Prostate Biopsy.

Golara Javadi, Minh Nguyen Nhat To, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2018

Toward a real-time system for temporal enhanced ultrasound-guided prostate biopsy.

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

Int. J. Comput. Assist. Radiol. Surg., 2018

2015

Ultrasound RF Time Series for Classification of Breast Lesions.

Nishant Uniyal, Hani Eskandari, Purang Abolmaesumi, Samira Sojoudi, Paula Gordon, Linda Warren, Robert N. Rohling, Septimiu E. Salcudean, Mehdi Moradi

IEEE Trans. Medical Imaging, 2015

Ultrasound-guided spinal injections: a feasibility study of a guidance system.

Abtin Rasoulian, Alexander Seitel, Jill Osborn, Samira Sojoudi, Saman Nouranian, Victoria A. Lessoway, Robert N. Rohling, Purang Abolmaesumi

Int. J. Comput. Assist. Radiol. Surg., 2015

A 2D-3D Registration Framework for Freehand TRUS-Guided Prostate Biopsy.

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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014

Towards enabling ultrasound guidance in cervical cancer high-dose-rate brachytherapy.

Adrian Wong, Samira Sojoudi, Marc Gaudet, Wan Wan Yap, Silvia D. Chang, Purang Abolmaesumi, Christina Aquino-Parsons, Mehdi Moradi

Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Motion and deformation compensation for freehand prostate biopsies.

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

Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

A System for Ultrasound-Guided Spinal Injections: A Feasibility Study.

Abtin Rasoulian, Jill Osborn, Samira Sojoudi, Saman Nouranian, Victoria A. Lessoway, Robert Rohling, Purang Abolmaesumi

Proceedings of the Information Processing in Computer-Assisted Interventions, 2014