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ORCIDSilvia D. Chang
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2020 – today
- 2024
[j15]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): 1121-1128 (2024)- [i1]Ryan Yeung, David G. Black, Patrick B. Chen, Victoria A. Lessoway, Janice Reid, Sergio Rangel-Suarez, Silvia D. Chang, Septimiu E. Salcudean:
Mixed Reality Tele-ultrasound over 750 km: a Clinical Study. CoRR abs/2409.13058 (2024) - 2023
- [j14]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): 1143-1150 (2023) - 2022
- [j13]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) - [j12]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) - [j11]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) - [c13]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
- [c12]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 - [c11]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
- [j10]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) - [j9]Golnoosh Samei, Keith Tsang, Claudia Kesch, Julio Lobo, Soheil Hor, Omid Mohareri, Silvia D. Chang, S. Larry Goldenberg, Peter C. Black, Septimiu E. Salcudean:
A partial augmented reality system with live ultrasound and registered preoperative MRI for guiding robot-assisted radical prostatectomy. Medical Image Anal. 60 (2020) - [c10]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
- 2016
- [c9]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. Computer-Aided Diagnosis 2016: 97851K - [c8]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. Image-Guided Procedures 2016: 97860K - 2015
- [j8]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: 37-45 (2015) - [j7]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): 1796-1804 (2015) - [j6]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): 2248-2257 (2015) - [j5]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): 2404-2414 (2015) - [j4]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): 2535-2549 (2015) - [c7]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. Computer-Aided Diagnosis 2015: 94142X - [c6]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: 272-279 - 2014
- [j3]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): 1601-1613 (2014) - [c5]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: 256-265 - [c4]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. Computer-Aided Diagnosis 2014: 903511 - [c3]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. Image-Guided Procedures 2014: 90361Q - [c2]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. Image-Guided Procedures 2014: 903620 - 2013
- [j2]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): 1068-1080 (2013) - [j1]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): 1349-1361 (2013) - [c1]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: 279-286
Coauthor Index
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