Silvia D. Chang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Dynamic Contrast Enhanced Mri

Diffusion Imaging

Prostate Cancer

Top Venues

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

IEEE Trans. Medical Imaging

Medical Imaging: Image-Guided Procedures

Medical Imaging: Computer-Aided Diagnosis

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)
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)
Golnoosh Samei, Keith Tsang, Claudia Kesch, Julio Lobo, Soheil Hor, Omid Mohareri, Silvia D. Chang, S. Larry Goldenberg, Peter C. Black, Septimiu Salcudean
A partial augmented reality system with live ultrasound and registered preoperative MRI for guiding robot-assisted radical prostatectomy. Medical Image Anal. 60 (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)
Farhad Imani, Sahar Ghavidel, Purang Abolmaesumi, Siavash Khallaghi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Derek W. Cool, Matthew Bastian-Jordan, Zahra Kassam, D. Robert Siemens, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Aaron D. Ward, Parvin Mousavi
Fusion of multi-parametric MRI and temporal ultrasound for characterization of prostate cancer: in vivo feasibility study. Medical Imaging: Computer-Aided Diagnosis (2016)
Sahar Ghavidel, Farhad Imani, Siavash Khallaghi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, D. Robert Siemens, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Parvin Mousavi
Classification of prostate cancer grade using temporal ultrasound: in vivo feasibility study. Medical Imaging: Image-Guided Procedures (2016)
Farhad Imani, Purang Abolmaesumi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Michael Leveridge, Silvia D. Chang, Robert Siemens, Aaron Fenster, Aaron D. Ward, Parvin Mousavi
Computer-Aided Prostate Cancer Detection Using Ultrasound RF Time Series: In Vivo Feasibility Study. IEEE Trans. Medical Imaging 34 (11) (2015)
Nandinee Fariah Haq, Piotr Kozlowski, Edward C. Jones, Silvia D. Chang, Larry Goldenberg, Mehdi Moradi
A data-driven approach to prostate cancer detection from dynamic contrast enhanced MRI. Comput. Medical Imaging Graph. 41 (2015)
Siavash Khallaghi, C. Antonio Sánchez, Abtin Rasoulian, Yue Sun, Farhad Imani, Amir Khojaste, Orcun Goksel, Cesare Romagnoli, Hamidreza Abdi, Silvia D. Chang, Parvin Mousavi, Aaron Fenster, Aaron D. Ward, Sidney S. Fels, Purang Abolmaesumi
Biomechanically Constrained Surface Registration: Application to MR-TRUS Fusion for Prostate Interventions. IEEE Trans. Medical Imaging 34 (11) (2015)
Nandinee Fariah Haq, Piotr Kozlowski, Edward C. Jones, Silvia D. Chang, S. Larry Goldenberg, Mehdi Moradi
Prostate cancer detection from model-free T1-weighted time series and diffusion imaging. Medical Imaging: Computer-Aided Diagnosis (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)
Farhad Imani, Mahdi Ramezani, Saman Nouranian, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Robert Siemens, Aaron D. Ward, Parvin Mousavi, Purang Abolmaesumi
Ultrasound-Based Characterization of Prostate Cancer Using Joint Independent Component Analysis. IEEE Trans. Biomed. Eng. 62 (7) (2015)
Siavash Khallaghi, C. Antonio Sánchez, Abtin Rasoulian, Saman Nouranian, Cesare Romagnoli, Hamidreza Abdi, Silvia D. Chang, Peter C. Black, Larry Goldenberg, William J. Morris, Ingrid Spadinger, Aaron Fenster, Aaron D. Ward, Sidney S. Fels, Purang Abolmaesumi
Statistical Biomechanical Surface Registration: Application to MR-TRUS Fusion for Prostate Interventions. IEEE Trans. Medical Imaging 34 (12) (2015)
Narges Afsham, Siavash Khallaghi, Mohammad Najafi, Lindsay Machan, Silvia D. Chang, Larry Goldenberg, Peter C. Black, Robert Rohling, Purang Abolmaesumi
Filter-Based Speckle Tracking for Freehand Prostate Biopsy: Theory, ex vivo and in vivo Results. 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)
Nandinee Fariah Haq, Piotr Kozlowski, Edward C. Jones, Silvia D. Chang, S. Larry Goldenberg, Mehdi Moradi
Improved parameter extraction and classification for dynamic contrast enhanced MRI of prostate. Medical Imaging: Computer-Aided Diagnosis (2014)
Guy Nir, Ramin S. Sahebjavaher, Piotr Kozlowski, Silvia D. Chang, Edward C. Jones, Larry Goldenberg, Septimiu E. Salcudean
Registration of Whole-Mount Histology and Volumetric Imaging of the Prostate Using Particle Filtering. IEEE Trans. Medical Imaging 33 (8) (2014)
Guy Nir, Ramin S. Sahebjavaher, Piotr Kozlowski, Silvia D. Chang, Ralph Sinkus
Model-Based Registration of Ex Vivo and In Vivo MRI of the Prostate Using Elastography. IEEE Trans. Medical Imaging 32 (7) (2013)
Guy Nir, Ramin S. Sahebjavaher, Piotr Kozlowski, Silvia D. Chang, Ralph Sinkus
Model-Based Registration of Ex Vivo and In Vivo MRI of the Prostate Using Elastography. IEEE Trans. Medical Imaging 32 (6) (2013)
Farhad Imani, Purang Abolmaesumi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Robert Siemens, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Aaron D. Ward, Parvin Mousavi
Ultrasound-Based Characterization of Prostate Cancer: An in vivo Clinical Feasibility Study. MICCAI (2) (2013)