Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations. - Shekoofeh Azizi; Sharareh Bayat; Pingkun Yan; Amir M. Tahmasebi; Guy Nir; Jin Tae Kwak; Sheng Xu 001; Storey Wilson; Kenneth A. Iczkowski; M. Scott Lucia; Larry Goldenberg; Septimiu E. Salcudean; et al. (Int. J. Comput. Assist. Radiol. Surg., 2017)

3D tissue mimicking biophantoms for ultrasound imaging: bioprinting and image analysis. - Shekoofeh Azizi; Sharareh Bayat; Ajay Rajaram; Emran Mohammad Abu Anas; Tamer Mohamed; Konrad Walus; Purang Abolmaesumi; Parvin Mousavi (Image-Guided Procedures, 2018)

Deep Recurrent Neural Networks for Prostate Cancer Detection: Analysis of Temporal Enhanced Ultrasound. - Shekoofeh Azizi; Sharareh Bayat; Pingkun Yan; Amir Tahmasebi; Jin Tae Kwak; Sheng Xu 001; Baris Turkbey; Peter L. Choyke; Peter A. Pinto; Bradford J. Wood; Parvin Mousavi; Purang Abolmaesumi (IEEE Trans. Medical Imaging, 2018)

Soft Tissue Characterization with Temporal Enhanced Ultrasound through Periodic Manipulation of Point Spread Function: A Feasibility Study. - Justin Gerolami; Amoon Jamzad; Sijia Li; Sharareh Bayat; Purang Abolmaesumi; Parvin Mousavi (EMBC, 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 (MICCAI (3), 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 001; Samira Sojoudi; Claudia Kesch; Antonio Hurtado; Silvia D. Chang; Parvin Mousavi; Peter C. Black; Purang Abolmaesumi (Int. J. Comput. Assist. Radiol. Surg., 2020)

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 (ISBI, 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 (MICCAI (8), 2021)

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 (ISBI, 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)

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)

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)