Amoon Jamzad

56 papers Journal 26Unranked 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
GUIDE-US: Grade-Informed Unpaired Distillation of Encoder Knowledge from Histopathology to Micro-UltraSound.
CoRR
Emma Willis, Tarek Elghareb, Paul F. R. Wilson, Minh Nguyen Nhat To, Mohammad Mahdi Abootorabi, Amoon Jamzad, Brian Wodlinger, Parvin Mousavi, Purang Abolmaesumi
2025 J jnl
Anomaly detection using intraoperative iKnife data: a comparative analysis in breast cancer surgery.
Int. J. Comput. Assist. Radiol. Surg.
Olivia Radcliffe, Laura Connolly, Amoon Jamzad, Martin Kaufmann, Shaila Merchant, Cecil Jay Engel, Ross Walker, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
2025 — conf
CINEPRO: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops.
ISBI
Mohamed Harmanani, Amoon Jamzad, Minh Nguyen Nhat To, Paul F. R. Wilson, Zhuoxin Guo, Fahimeh Fooladgar, Samira Sojoudi, Mahdi Gilany, Silvia D. Chang, Peter C. Black, Michael Leveridge, Robert Siemens, Purang Abolmaesumi, Parvin Mousavi
2025 J jnl
Cinepro: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops.
CoRR
Mohamed Harmanani, Amoon Jamzad, Minh Nguyen Nhat To, Paul F. R. Wilson, Zhuoxin Guo, Fahimeh Fooladgar, Samira Sojoudi, Mahdi Gilany, Silvia D. Chang, Peter C. Black, Michael Leveridge, Robert Siemens, Purang Abolmaesumi, Parvin Mousavi
2025 J jnl
FACT: Foundation Model for Assessing Cancer Tissue Margins with Mass Spectrometry.
CoRR
Mohammad Farahmand, Amoon Jamzad, Fahimeh Fooladgar, Laura Connolly, Martin Kaufmann, Kevin Yi Mi Ren, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi
2025 J jnl
FACT: foundation model for assessing cancer tissue margins with mass spectrometry.
Int. J. Comput. Assist. Radiol. Surg.
Mohammad Farahmand, Amoon Jamzad, Fahimeh Fooladgar, Laura Connolly, Martin Kaufmann, Kevin Yi Mi Ren, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi
2025 — conf
ProTeUS: A Spatio-Temporal Enhanced Ultrasound-Based Framework for Prostate Cancer Detection.
MICCAI (8)
Tarek Elghareb, Mohamed Harmanani, Minh Nguyen Nhat To, Paul F. R. Wilson, Amoon Jamzad, Fahimeh Fooladgar, Baraa Abdelsamad, Obed Dzikunu, Samira Sojoudi, Gabrielle Reznik, Michael Leveridge, Robert Siemens, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2025 J jnl
ProstNFound+: A Prospective Study using Medical Foundation Models for Prostate Cancer Detection.
CoRR
Paul F. R. Wilson, Mohamed Harmanani, Minh Nguyen Nhat To, Amoon Jamzad, Tarek Elghareb, Zhuoxin Guo, Adam Kinnaird, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2025 — conf
Self-supervised Prototype Learning for Spatio-Temporal Enhanced Ultrasound-based Prostate Cancer Detection.
ISBI
Tarek Elghareb, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Paul F. R. Wilson, Samira Sojoudi, Gabrielle Reznik, Michael Leveridge, Robert Siemens, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2025 J jnl
TRUSWorthy: Toward Clinically Applicable Deep Learning for Confident Detection of Prostate Cancer in Micro-Ultrasound.
CoRR
Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2025 J jnl
TRUSWorthy: toward clinically applicable deep learning for confident detection of prostate cancer in micro-ultrasound.
Int. J. Comput. Assist. Radiol. Surg.
Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024 — conf
Assessing the Performance of Foundation Models in Prostate Segmentation Across Different Ultrasound Modalities.
CCECE
Vivian Nguyen, Amoon Jamzad, Paul F. R. Wilson, Mahdi Gilany, Purang Abolmaesumi, Michael Leveridge, Robert Siemens, Parvin Mousavi
2024 J jnl
Benchmarking Image Transformers for Prostate Cancer Detection from Ultrasound Data.
CoRR
Mohamed Harmanani, Paul F. R. Wilson, Fahimeh Fooladgar, Amoon Jamzad, Mahdi Gilany, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024 — conf
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection.
MLMI@MICCAI (1)
Mahdi Gilany, Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024 J jnl
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection.
CoRR
Mahdi Gilany, Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024 J jnl
From quantitative metrics to clinical success: assessing the utility of deep learning for tumor segmentation in breast surgery.
Int. J. Comput. Assist. Radiol. Surg.
Chris Yeung, Tamas Ungi, Zoe Hu, Amoon Jamzad, Martin Kaufmann, Ross Walker, Shaila Merchant, Cecil Jay Engel, Doris Jabs, John F. Rudan, Parvin Mousavi, Gabor Fichtinger
2024 J jnl
ImSpect: Image-driven self-supervised learning for surgical margin evaluation with mass spectrometry.
Int. J. Comput. Assist. Radiol. Surg.
Laura Connolly, Fahimeh Fooladgar, Amoon Jamzad, Martin Kaufmann, Ayesha Syeda, Kevin Yi Mi Ren, Purang Abolmaesumi, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi
2024 J jnl
LensePro: label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations.
Int. J. Comput. Assist. Radiol. Surg.
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
2024 — conf
ProstNFound: Integrating Foundation Models with Ultrasound Domain Knowledge and Clinical Context for Robust Prostate Cancer Detection.
MICCAI (6)
Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Mahdi Gilany, Mohamed Harmanani, Tarek Elghareb, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024 J jnl
Toward confident prostate cancer detection using ultrasound: a multi-center study.
Int. J. Comput. Assist. Radiol. Surg.
Paul F. R. Wilson, Mohamed Harmanani, Minh Nguyen Nhat To, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024 — conf
Towards Improving Surgical Margins in Tumour Resection Using Mass Spectrometry Imaging.
CCECE
Jade Warren, Amoon Jamzad, Tamara Jamaspishvili, Rachael Iseman, Ayesha Syeda, Martin Kaufmann, John F. Rudan, Gabor Fichtinger, David M. Berman, Parvin Mousavi
2023 — conf
Attention-based multi-instance learning for improved glioblastoma detection using mass spectrometry.
Image-Guided Procedures
Dilakshan Srikanthan, Martin Kaufmann, Amoon Jamzad, Ayesha Syeda, Alice M. L. Santilli, Alireza Sedghi, Gabor Fichtinger, Jamie Purzner, John F. Rudan, Teresa Purzner, Parvin Mousavi
2023 — conf
Bridging Ex-Vivo Training and Intra-operative Deployment for Surgical Margin Assessment with Evidential Graph Transformer.
MICCAI (7)
Amoon Jamzad, Fahimeh Fooladgar, Laura Connolly, Dilakshan Srikanthan, Ayesha Syeda, Martin Kaufmann, Kevin Yi Mi Ren, Shaila Merchant, Cecil Jay Engel, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
2023 — conf
Cautery tool state detection using deep learning on intraoperative surgery videos.
Image-Guided Procedures
Lucas March, Jessica R. Rodgers, Rebecca Hisey, Amoon Jamzad, Alice M. L. Santilli, Doug McKay, John F. Rudan, Martin Kaufmann, Kevin Yi Mi Ren, Gabor Fichtinger, Parvin Mousavi
2023 — conf
Cautery trajectory analysis for evaluation of resection margins in breast-conserving surgery.
Image-Guided Procedures
Chris Yeung, Joshua Ehrlich, Amoon Jamzad, Martin Kaufmann, John F. Rudan, Cecil Jay Engel, Parvin Mousavi, Tamas Ungi, Gabor Fichtinger
2023 — conf
Determining the time-delay of a mass spectrometry-based tissue sensor.
Image-Guided Procedures
Josh Ehrlich, Chris Yeung, Martin Kaufman, Amoon Jamzad, John F. Rudan, Parvin Mousavi, Gabor Fichtinger, Tamas Ungi
2023 J jnl
Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification.
CoRR
Meng Zhou, Amoon Jamzad, Jason Izard, Alexandre Menard, Robert Siemens, Parvin Mousavi
2023 — conf
Self-supervised learning and uncertainty estimation for surgical margin detection.
Image-Guided Procedures
Ayesha Syeda, Fahimeh Fooladgar, Amoon Jamzad, Dilakshan Srikanthan, Martin Kaufmann, Kevin Yi Mi Ren, Cecil Jay Engel, Ross Walker, Shaila Merchant, Doug McKay, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
2023 J jnl
TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision.
CoRR
Mahdi Gilany, Paul F. R. Wilson, Andrea Perera-Ortega, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2023 J jnl
TRUSformer: improving prostate cancer detection from micro-ultrasound using attention and self-supervision.
Int. J. Comput. Assist. Radiol. Surg.
Mahdi Gilany, Paul F. R. Wilson, Andrea Perera-Ortega, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2023 — conf
Tracked tissue sensing for tumor bed inspection.
Image-Guided Procedures
David Morton, Laura Connolly, Leah A. Groves, Kyle Sunderland, Amoon Jamzad, John F. Rudan, Gabor Fichtinger, Tamas Ungi, Parvin Mousavi
2023 — conf
ViPRE: an open-source software implementation for end-to-end analysis of mass spectrometry data.
Image-Guided Procedures
Hanad Elmi, Amoon Jamzad, Mackenzie Sharp, Jessica R. Rodgers, Martin Kaufmann, Tamara Jamaspishvili, Rachael Iseman, David Berman, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
2022 — conf
Automated Cell Phenotyping for Imaging Mass Cytometry.
EMBC
Sindhura Thirumal, Amoon Jamzad, Tiziana Cotechini, D. Robert Siemens, Parvin Mousavi
2022 — conf
Feasibility of combined optical and acoustic imaging for surgical cavity scanning.
Image-Guided Procedures
Laura Connolly, Amoon Jamzad, Arash Nikniazi, Rana Poushimin, Jean-Michel Nunzi, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
2022 — conf
Phase recognition and cautery localization in basal cell carcinoma surgical videos.
Image-Guided Procedures
Lucas March, Jessica Robin Rodgers, Amoon Jamzad, Alice M. L. Santilli, Rebecca Hisey, Doug McKay, John F. Rudan, Martin Kaufmann, Kevin Yi Mi Ren, Gabor Fichtinger, Parvin Mousavi
2022 J jnl
Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound.
CoRR
Paul F. R. Wilson, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2022 J jnl
Sensor-Based Automated Detection of Electrosurgical Cautery States.
Sensors
Joshua Ehrlich, Amoon Jamzad, Mark Asselin, Jessica Robin Rodgers, Martin Kaufmann, Tamás Haidegger, John F. Rudan, Parvin Mousavi, Gabor Fichtinger, Tamas Ungi
2022 — conf
Towards Confident Detection of Prostate Cancer Using High Resolution Micro-ultrasound.
MICCAI (4)
Mahdi Gilany, Paul F. R. Wilson, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2022 J jnl
Towards Confident Detection of Prostate Cancer using High Resolution Micro-ultrasound.
CoRR
Mahdi Gilany, Paul F. R. Wilson, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2022 J jnl
Uncertainty estimation for margin detection in cancer surgery using mass spectrometry.
Int. J. Comput. Assist. Radiol. Surg.
Fahimeh Fooladgar, Amoon Jamzad, Laura Connolly, Alice M. L. Santilli, Martin Kaufmann, Kevin Yi Mi Ren, Purang Abolmaesumi, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi
2021 J jnl
Combined Mass Spectrometry and Histopathology Imaging for Perioperative Tissue Assessment in Cancer Surgery.
J. Imaging
Laura Connolly, Amoon Jamzad, Martin Kaufmann, Catriona E. Farquharson, Kevin Yi Mi Ren, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
2021 — conf
Detecting Atrial Fibrillation in ICU Telemetry data with Weak Labels.
MLHC
Brian Chen, Golara Javadi, Amoon Jamzad, Alexander Hamilton, Stephanie Sibley, Purang Abolmaesumi, David Maslove, Parvin Mousavi
2021 J jnl
Domain adaptation and self-supervised learning for surgical margin detection.
Int. J. Comput. Assist. Radiol. Surg.
Alice M. L. Santilli, Amoon Jamzad, Alireza Sedghi, Martin Kaufmann, Kathryn Logan, Julie Wallis, Kevin Yi Mi Ren, Natasja N. Y. Janssen, Shaila Merchant, Cecil Jay Engel, Doug McKay, Sonal Varma, Ami Wang, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
2021 — conf
Graph Transformers for Characterization and Interpretation of Surgical Margins.
MICCAI (7)
Amoon Jamzad, Alice M. L. Santilli, Faranak Akbarifar, Martin Kaufmann, Kathryn Logan, Julie Wallis, Kevin Yi Mi Ren, Shaila Merchant, Cecil Jay Engel, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
2021 — conf
Graph-based analysis of mass spectrometry data for tissue characterization with application in basal cell carcinoma surgery.
Image-Guided Procedures
Faranak Akbarifar, Amoon Jamzad, Alice M. L. Santilli, M. Kauffman, Natasja N. Y. Janssen, Laura Connolly, Kevin Yi Mi Ren, Kaitlin Vanderbeck, Ami Wang, Doug McKay, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
2021 — conf
Prediction of patient survival following postanoxic coma using EEG data and clinical features.
EMBC
Mahsa Aghaeeaval, Nathaniel Bendahan, Zaitoon Shivji, Carter McInnis, Amoon Jamzad, Lysa Boisse Lomax, Garima Shukla, Parvin Mousavi, Gavin P. Winston
2021 — conf
Self-Supervised Learning For Detection Of Breast Cancer In Surgical Margins With Limited Data.
ISBI
Alice M. L. Santilli, Amoon Jamzad, Alireza Sedghi, Martin Kaufmann, Shaila Merchant, Cecil Jay Engel, Kathryn Logan, Julie Wallis, Natasja N. Y. Janssen, Sonal Varma, Gabor Fichtinger, John F. Rudan, Parvin Mousavi
2021 — conf
Utility of High-Throughput Imaging Mass Cytometry for Cancer Research: A feasibility study.
BHI
Sindhura Thirumal, Amoon Jamzad, Tiziana Cotechini, Charles T. Hindmarch, Céline Hardy, Nathalia Kim, Amber Simpson, Charles H. Graham, David M. Berman, D. Robert Siemens, Parvin Mousavi
2020 — conf
Classification of tumor signatures from electrosurgical vapors using mass spectrometry and machine learning: a feasibility study.
Image-Guided Procedures
Laura Connolly, Amoon Jamzad, Martin Kaufmann, Rachel Rubino, Alireza Sedghi, Tamas Ungi, Mark Asselin, Scott Yam, John F. Rudan, Christopher Nicol, Gabor Fichtinger, Parvin Mousavi
2020 — conf
Improved Resection Margins in Surgical Oncology Using Intraoperative Mass Spectrometry.
MICCAI (3)
Amoon Jamzad, Alireza Sedghi, Alice M. L. Santilli, Natasja N. Y. Janssen, Martin Kaufmann, Kevin Yi Mi Ren, Kaitlin Vanderbeck, Ami Wang, Doug McKay, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
2020 J jnl
Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound.
Int. J. Comput. Assist. Radiol. Surg.
Alireza Sedghi, Alireza Mehrtash, Amoon Jamzad, Amel Amalou, William M. Wells III, Tina Kapur, Jin Tae Kwak, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Sheng Xu, Purang Abolmaesumi, Parvin Mousavi
2020 J jnl
Navigated tissue characterization during skin cancer surgery.
Int. J. Comput. Assist. Radiol. Surg.
Natasja N. Y. Janssen, Martin Kaufmann, Alice M. L. Santilli, Amoon Jamzad, Kaitlin Vanderbeck, Kevin Yi Mi Ren, Tamas Ungi, Parvin Mousavi, John F. Rudan, Doug McKay, Ami Wang, Gabor Fichtinger
2020 J jnl
Perioperative margin detection in basal cell carcinoma using a deep learning framework: a feasibility study.
Int. J. Comput. Assist. Radiol. Surg.
Alice M. L. Santilli, Amoon Jamzad, Natasja N. Y. Janssen, Martin Kaufmann, Laura Connolly, Kaitlin Vanderbeck, Ami Wang, Doug McKay, John F. Rudan, Gabor Fichtinger, Parvin Mousavi
2020 — conf
Robotic tissue scanning with biophotonic probe.
Image-Guided Procedures
Lauren Yates, Laura Connolly, Amoon Jamzad, Mark Asselin, Rachel Rubino, Scott Yam, Tamas Ungi, Andras Lasso, Christopher Nicol, Parvin Mousavi, Gabor Fichtinger
2020 — conf
Soft Tissue Characterization with Temporal Enhanced Ultrasound through Periodic Manipulation of Point Spread Function: A Feasibility Study.
EMBC
Justin Gerolami, Amoon Jamzad, Sijia Li, Sharareh Bayat, Purang Abolmaesumi, Parvin Mousavi
2011 — conf
Simulation of the twinkling artifact in color flow Doppler sonography: A phase noise hypothesis validation.
ICSIPA
Amoon Jamzad, Seyed Kamaledin Setarehdan