FACT: foundation model for assessing cancer tissue margins with mass spectrometry.

John F. Rudan

Mohammad Farahmand Amoon Jamzad Fahimeh Fooladgar Laura Connolly Martin Kaufmann Kevin Yi Mi Ren John F. Rudan Doug McKay Gabor Fichtinger Parvin Mousavi FACT: foundation model for assessing cancer tissue margins with mass spectrometry. 1097-1104 2025 June 20 Int. J. Comput. Assist. Radiol. Surg. 6 https://doi.org/10.1007/s11548-025-03355-8 db/journals/cars/cars20.html#FarahmandJFCKRRMFM25 streams/journals/cars

Olivia Radcliffe Laura Connolly Amoon Jamzad Martin Kaufmann Shaila Merchant Cecil Jay Engel Ross Walker Sonal Varma Gabor Fichtinger John F. Rudan Parvin Mousavi Anomaly detection using intraoperative iKnife data: a comparative analysis in breast cancer surgery. 1953-1963 2025 September 20 Int. J. Comput. Assist. Radiol. Surg. 9 https://doi.org/10.1007/s11548-025-03476-0 db/journals/cars/cars20.html#RadcliffeCJKMEWVFRM25 streams/journals/cars

Mohammad Farahmand Amoon Jamzad Fahimeh Fooladgar Laura Connolly Martin Kaufmann Kevin Yi Mi Ren John F. Rudan Doug McKay Gabor Fichtinger Parvin Mousavi FACT: Foundation Model for Assessing Cancer Tissue Margins with Mass Spectrometry. 2025 April abs/2504.11519 CoRR https://doi.org/10.48550/arXiv.2504.11519 db/journals/corr/corr2504.html#abs-2504-11519 streams/journals/corr

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 ImSpect: Image-driven self-supervised learning for surgical margin evaluation with mass spectrometry. 1129-1136 2024 June 19 Int. J. Comput. Assist. Radiol. Surg. 6 https://doi.org/10.1007/s11548-024-03106-1 db/journals/cars/cars19.html#ConnollyFJKSRARMFM24

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 From quantitative metrics to clinical success: assessing the utility of deep learning for tumor segmentation in breast surgery. 1193-1201 2024 June 19 Int. J. Comput. Assist. Radiol. Surg. 6 https://doi.org/10.1007/s11548-024-03133-y db/journals/cars/cars19.html#YeungUHJKWMEJRMF24

Jade Warren Amoon Jamzad Tamara Jamaspishvili Rachael Iseman Ayesha Syeda Martin Kaufmann John F. Rudan Gabor Fichtinger David M. Berman Parvin Mousavi Towards Improving Surgical Margins in Tumour Resection Using Mass Spectrometry Imaging. 554-558 2024 CCECE https://doi.org/10.1109/CCECE59415.2024.10667088 conf/ccece/2024 db/conf/ccece/ccece2024.html#WarrenJJISKRFBM24 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 Bridging Ex-Vivo Training and Intra-operative Deployment for Surgical Margin Assessment with Evidential Graph Transformer. 562-571 2023 MICCAI (7) https://doi.org/10.1007/978-3-031-43990-2_53 conf/miccai/2023-7 db/conf/miccai/miccai2023-7.html#JamzadFCSSKRMEVFRM23 Josh Ehrlich Chris Yeung Martin Kaufman Amoon Jamzad John F. Rudan Parvin Mousavi Gabor Fichtinger Tamas Ungi Determining the time-delay of a mass spectrometry-based tissue sensor. 2023 Image-Guided Procedures https://doi.org/10.1117/12.2654359 conf/miigp/2023 db/conf/miigp/miigp2023.html#EhrlichYKJRMFU23 Hanad Elmi Amoon Jamzad Mackenzie Sharp Jessica R. Rodgers Martin Kaufmann Tamara Jamaspishvili Rachael Iseman David Berman John F. Rudan Gabor Fichtinger Parvin Mousavi ViPRE: an open-source software implementation for end-to-end analysis of mass spectrometry data. 2023 Image-Guided Procedures https://doi.org/10.1117/12.2654425 conf/miigp/2023 db/conf/miigp/miigp2023.html#ElmiJSRKJIBRFM23 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 Cautery tool state detection using deep learning on intraoperative surgery videos. 2023 Image-Guided Procedures https://doi.org/10.1117/12.2654234 conf/miigp/2023 db/conf/miigp/miigp2023.html#MarchRHJSMRKRFM23 David Morton Laura Connolly Leah A. Groves Kyle Sunderland Amoon Jamzad John F. Rudan Gabor Fichtinger Tamas Ungi Parvin Mousavi Tracked tissue sensing for tumor bed inspection. 2023 Image-Guided Procedures https://doi.org/10.1117/12.2654217 conf/miigp/2023 db/conf/miigp/miigp2023.html#MortonCGSJRFUM23 Olivia Radcliffe Laura Connolly Tamas Ungi Caitlin T. Yeo John F. Rudan Gabor Fichtinger Parvin Mousavi Navigated surgical resection cavity inspection for breast conserving surgery. 2023 Image-Guided Procedures https://doi.org/10.1117/12.2654015 conf/miigp/2023 db/conf/miigp/miigp2023.html#RadcliffeCUYRFM23 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 Attention-based multi-instance learning for improved glioblastoma detection using mass spectrometry. 2023 Image-Guided Procedures https://doi.org/10.1117/12.2654436 conf/miigp/2023 db/conf/miigp/miigp2023.html#SrikanthanKJSSS23 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 Self-supervised learning and uncertainty estimation for surgical margin detection. 2023 Image-Guided Procedures https://doi.org/10.1117/12.2654104 conf/miigp/2023 db/conf/miigp/miigp2023.html#SyedaFJSKREWMMV23 Chris Yeung Joshua Ehrlich Amoon Jamzad Martin Kaufmann John F. Rudan Cecil Jay Engel Parvin Mousavi Tamas Ungi Gabor Fichtinger Cautery trajectory analysis for evaluation of resection margins in breast-conserving surgery. 2023 Image-Guided Procedures https://doi.org/10.1117/12.2654497 conf/miigp/2023 db/conf/miigp/miigp2023.html#YeungEJKREMUF23

Zoe Hu Paola V. Nasute Fauerbach Chris Yeung Tamas Ungi John F. Rudan Cecil Jay Engel Parvin Mousavi Gabor Fichtinger Doris Jabs Real-time automatic tumor segmentation for ultrasound-guided breast-conserving surgery navigation. 1663-1672 2022 17 Int. J. Comput. Assist. Radiol. Surg. 9 https://doi.org/10.1007/s11548-022-02658-4 db/journals/cars/cars17.html#HuFYUREMFJ22

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 Uncertainty estimation for margin detection in cancer surgery using mass spectrometry. 2305-2313 2022 17 Int. J. Comput. Assist. Radiol. Surg. 12 https://doi.org/10.1007/s11548-022-02764-3 db/journals/cars/cars17.html#FooladgarJCSKRA22

Joshua Ehrlich Amoon Jamzad Mark Asselin Jessica Robin Rodgers Martin Kaufmann Tamás Haidegger John F. Rudan Parvin Mousavi Gabor Fichtinger Tamas Ungi Sensor-Based Automated Detection of Electrosurgical Cautery States. 5808 2022 22 Sensors 15 https://doi.org/10.3390/s22155808 https://www.wikidata.org/entity/Q113694798 db/journals/sensors/sensors22.html#EhrlichJARKHRMF22

Alice Maria Leondina Santilli Kevin Yi Mi Ren Richard Oleschuk Martin Kaufmann John F. Rudan Gabor Fichtinger Parvin Mousavi Application of Intraoperative Mass Spectrometry and Data Analytics for Oncological Margin Detection, A Review. 2220-2232 2022 69 IEEE Trans. Biomed. Eng. 7 https://doi.org/10.1109/TBME.2021.3139992 db/journals/tbe/tbe69.html#SantilliROKRFM22

Laura Connolly Amoon Jamzad Arash Nikniazi Rana Poushimin Jean-Michel Nunzi John F. Rudan Gabor Fichtinger Parvin Mousavi Feasibility of combined optical and acoustic imaging for surgical cavity scanning. 2022 Image-Guided Procedures https://doi.org/10.1117/12.2611964 conf/miigp/2022 db/conf/miigp/miigp2022.html#ConnollyJNPNRFM22 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 Phase recognition and cautery localization in basal cell carcinoma surgical videos. 2022 Image-Guided Procedures https://doi.org/10.1117/12.2611837 conf/miigp/2022 db/conf/miigp/miigp2022.html#MarchRJSHMRKRFM22

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 Domain adaptation and self-supervised learning for surgical margin detection. 861-869 2021 16 Int. J. Comput. Assist. Radiol. Surg. 5 https://doi.org/10.1007/s11548-021-02381-6 db/journals/cars/cars16.html#SantilliJSKLWRJ21

Laura Connolly Amoon Jamzad Martin Kaufmann Catriona E. Farquharson Kevin Yi Mi Ren John F. Rudan Gabor Fichtinger Parvin Mousavi Combined Mass Spectrometry and Histopathology Imaging for Perioperative Tissue Assessment in Cancer Surgery. 203 2021 7 J. Imaging 10 https://doi.org/10.3390/jimaging7100203 db/journals/jimaging/jimaging7.html#ConnollyJKFRRFM21

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 Self-Supervised Learning For Detection Of Breast Cancer In Surgical Margins With Limited Data. 980-984 2021 ISBI https://doi.org/10.1109/ISBI48211.2021.9433829 conf/isbi/2021 db/conf/isbi/isbi2021.html#SantilliJSKMELW21 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 Graph Transformers for Characterization and Interpretation of Surgical Margins. 88-97 2021 MICCAI (7) https://doi.org/10.1007/978-3-030-87234-2_9 conf/miccai/2021-7 db/conf/miccai/miccai2021-7.html#JamzadSAKLWRMEV21 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 Graph-based analysis of mass spectrometry data for tissue characterization with application in basal cell carcinoma surgery. 2021 Image-Guided Procedures https://doi.org/10.1117/12.2582045 conf/miigp/2021 db/conf/miigp/miigp2021.html#AkbarifarJSKJCR21

Brandon Chan John F. Rudan Parvin Mousavi Manuela Kunz Intraoperative integration of structured light scanning for automatic tissue classification: a feasibility study. 641-649 2020 15 Int. J. Comput. Assist. Radiol. Surg. 4 https://doi.org/10.1007/s11548-020-02129-8 https://www.wikidata.org/entity/Q90122639 db/journals/cars/cars15.html#ChanRMK20

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 Perioperative margin detection in basal cell carcinoma using a deep learning framework: a feasibility study. 887-896 2020 15 Int. J. Comput. Assist. Radiol. Surg. 5 https://doi.org/10.1007/s11548-020-02152-9 https://www.wikidata.org/entity/Q93170370 db/journals/cars/cars15.html#SantilliJJKCVWM20

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 Navigated tissue characterization during skin cancer surgery. 1665-1672 2020 15 Int. J. Comput. Assist. Radiol. Surg. 10 https://doi.org/10.1007/s11548-020-02200-4 https://www.wikidata.org/entity/Q96019491 db/journals/cars/cars15.html#JanssenKSJVRUMR20

Justin Gerolami Victoria Wu Paolo Nasute Fauerbach Doris Jabs Cecil Jay Engel John F. Rudan Shaila Merchant Ross Walker Emran Mohammad Abu Anas Purang Abolmaesumi Gabor Fichtinger Tamas Ungi Parvin Mousavi An End-to-End Solution for Automatic Contouring of Tumor Region in Intraoperative Images of Breast Lumpectomy. 2003-2006 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9176505 https://www.wikidata.org/entity/Q100447719 conf/embc/2020 db/conf/embc/embc2020.html#GerolamiWFJERMW20 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 Improved Resection Margins in Surgical Oncology Using Intraoperative Mass Spectrometry. 44-53 2020 MICCAI (3) https://doi.org/10.1007/978-3-030-59716-0_5 conf/miccai/2020-3 db/conf/miccai/miccai2020-3.html#JamzadSSJKRVWMR20 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 Classification of tumor signatures from electrosurgical vapors using mass spectrometry and machine learning: a feasibility study. 113150Q 2020 Image-Guided Procedures https://doi.org/10.1117/12.2549343 conf/miigp/2020 db/conf/miigp/miigp2020.html#ConnollyJKRSUAY20 Mark Asselin Martin Kaufmann Julia Wiercigroch Tamas Ungi Andras Lasso John F. Rudan Gabor Fichtinger Navigated real-time molecular analysis in the operating theatre, demonstration of concept. 109512C 2019 Image-Guided Procedures https://doi.org/10.1117/12.2512586 conf/miigp/2019 db/conf/miigp/miigp2019.html#AsselinKWULRF19 Brandon Chan Jason Auyeung John F. Rudan Parvin Mousavi Manuela Kunz Tissue classification using machine learning to aid in intraoperative registration: a pilot study. 1095136 2019 Image-Guided Procedures https://doi.org/10.1117/12.2513033 conf/miigp/2019 db/conf/miigp/miigp2019.html#ChanARMK19

Sima Zakani John F. Rudan Randy E. Ellis Translatory hip kinematics measured with optoelectronic surgical navigation. 1411-1423 2017 12 Int. J. Comput. Assist. Radiol. Surg. 8 https://doi.org/10.1007/s11548-017-1629-y https://www.wikidata.org/entity/Q38720841 db/journals/cars/cars12.html#ZakaniRE17

Aniqah T. Mair Thomas A. Vaughan Tamas Ungi Andras Lasso Cecil Jay Engel John F. Rudan Gabor Fichtinger Evaluation of an interactive ultrasound-based breast tumor contouring workflow. 101351C 2017 Image-Guided Procedures https://doi.org/10.1117/12.2255978 conf/miigp/2017 db/conf/miigp/miigp2017.html#MairVULERF17 Christina Yan Tamas Ungi Gabrielle Gauvin Doris Jabs Andras Lasso Cecil Jay Engel John F. Rudan Gabor Fichtinger Study into the displacement of tumor localization needle during navigated breast cancer surgery. 1013528 2017 Image-Guided Procedures https://doi.org/10.1117/12.2255061 conf/miigp/2017 db/conf/miigp/miigp2017.html#YanUGJLERF17

Brandon Chan Jason Auyeung John F. Rudan Randy E. Ellis Manuela Kunz Intraoperative application of hand-held structured light scanning: a feasibility study. 1101-1108 2016 11 Int. J. Comput. Assist. Radiol. Surg. 6 https://doi.org/10.1007/s11548-016-1381-8 https://www.wikidata.org/entity/Q51413992 db/journals/cars/cars11.html#ChanAREK16

Tamas Ungi Gabrielle Gauvin Andras Lasso Caitlin T. Yeo Padina Pezeshki Thomas Vaughan Kaci Carter John F. Rudan Cecil Jay Engel Gabor Fichtinger Navigated Breast Tumor Excision Using Electromagnetically Tracked Ultrasound and Surgical Instruments. 600-606 2016 63 IEEE Trans. Biomed. Eng. 3 https://doi.org/10.1109/TBME.2015.2466591 https://www.wikidata.org/entity/Q48655472 db/journals/tbe/tbe63.html#UngiGLYPVCREF16

Emily Heffernan Tamas Ungi Thomas Vaughan Padina Pezeshki Andras Lasso Gabrielle Gauvin John F. Rudan Cecil Jay Engel Evelyn Morin Gabor Fichtinger Accuracy of lesion boundary tracking in navigated breast tumor excision. 97860Y 2016 Image-Guided Procedures https://doi.org/10.1117/12.2217017 conf/miigp/2016 db/conf/miigp/miigp2016.html#HeffernanUVPLGR16 Vinyas Harish Aidan Baksh Tamas Ungi Andras Lasso Zachary Baum Gabrielle Gauvin Cecil Jay Engel John F. Rudan Gabor Fichtinger Measurement of electromagnetic tracking error in a navigated breast surgery setup. 97862K 2016 Image-Guided Procedures https://doi.org/10.1117/12.2217244 conf/miigp/2016 db/conf/miigp/miigp2016.html#HarishBULBGERF16 Kaci Carter Thomas Vaughan Matthew S. Holden Gabrielle Gauvin Padina Pezeshki Andras Lasso Tamas Ungi Evelyn Morin John F. Rudan Cecil Jay Engel Gabor Fichtinger Visual feedback mounted on surgical tool: proof of concept. 978614 2016 Image-Guided Procedures https://doi.org/10.1117/12.2214982 conf/miigp/2016 db/conf/miigp/miigp2016.html#CarterVHGPLUMRE16 Andrew W. L. Dickinson Brian J. Rasquinha John F. Rudan Randy E. Ellis Personalized Guides for Registration in Surgical Navigation. 98-102 2016 MMVR https://doi.org/10.3233/978-1-61499-625-5-98 conf/mmvr/2016 db/conf/mmvr/mmvr2016.html#DickinsonRRE16 Brian J. Rasquinha Kate S. M. Loe Andrew W. L. Dickinson John F. Rudan Randy E. Ellis A Toroidal Probe for Measuring Surgically Exposed Joint Centers. 301-307 2016 MMVR https://doi.org/10.3233/978-1-61499-625-5-301 conf/mmvr/2016 db/conf/mmvr/mmvr2016.html#RasquinhaLDRE16

Mohamed S. Hefny John F. Rudan Randy E. Ellis Computer-assisted hip resurfacing planning using Lie group shape models. 707-715 2015 10 Int. J. Comput. Assist. Radiol. Surg. 6 https://doi.org/10.1007/s11548-015-1209-y https://www.wikidata.org/entity/Q87223293 db/journals/cars/cars10.html#HefnyRE15

Manuela Kunz S. Balaketheeswaran Randy E. Ellis John F. Rudan The influence of osteophyte depiction in CT for patient-specific guided hip resurfacing procedures. 717-726 2015 10 Int. J. Comput. Assist. Radiol. Surg. 6 https://doi.org/10.1007/s11548-015-1200-7 https://www.wikidata.org/entity/Q50933560 db/journals/cars/cars10.html#KunzBER15

Simrin Nagpal Purang Abolmaesumi Abtin Rasoulian Ilker Hacihaliloglu Tamas Ungi Jill Osborn Victoria A. Lessoway John F. Rudan Melanie Jaeger Robert N. Rohling Dan P. Borschneck Parvin Mousavi A multi-vertebrae CT to US registration of the lumbar spine in clinical data. 1371-1381 2015 10 Int. J. Comput. Assist. Radiol. Surg. 9 https://doi.org/10.1007/s11548-015-1247-5 https://www.wikidata.org/entity/Q30980442 db/journals/cars/cars10.html#NagpalARHUOLRJR15

M. Anand Franklin King Tamas Ungi Andras Lasso John F. Rudan Jagadeesan Jayender Jan Fritz John A. Carrino Ferenc A. Jolesz Gabor Fichtinger Design and development of a mobile image overlay system for needle interventions. 6159-6162 2014 EMBC https://doi.org/10.1109/EMBC.2014.6945035 https://www.wikidata.org/entity/Q35540337 conf/embc/2014 db/conf/embc/embc2014.html#AnandKULRJFCJF14 Mohamed S. Hefny John F. Rudan Randy E. Ellis A Matrix Lie Group Approach to Statistical Shape Analysis of Bones. 163-169 2014 MMVR https://doi.org/10.3233/978-1-61499-375-9-163 conf/mmvr/2014 db/conf/mmvr/mmvr2014.html#HefnyRE14

Brian Rasquinha Junaid Sayani John F. Rudan Gavin C. A. Wood Randy E. Ellis Articular surface remodeling of the hip after periacetabular osteotomy. 241-248 2012 7 Int. J. Comput. Assist. Radiol. Surg. 2 https://doi.org/10.1007/s11548-011-0641-x https://www.wikidata.org/entity/Q51550097 db/journals/cars/cars7.html#RasquinhaSRWE12

Joseph B. Anstey Erin Janine Smith Brian Rasquinha John F. Rudan Randy E. Ellis On the Use of Laser Scans to Validate Reverse Engineering of Bony Anatomy. 18-24 2011 MMVR https://doi.org/10.3233/978-1-60750-706-2-18 conf/mmvr/2011 db/conf/mmvr/mmvr2011.html#AnsteySRRE11 Manuela Kunz John F. Rudan Gavin C. A. Wood Randy E. Ellis Registration Stability of Physical Templates in Hip Surgery. 283-289 2011 MMVR https://doi.org/10.3233/978-1-60750-706-2-283 conf/mmvr/2011 db/conf/mmvr/mmvr2011.html#KunzRWE11 D. J. Mayman John F. Rudan David R. Pichora D. Watson Randy E. Ellis Computer Assisted Alignment of the Oxford Unicompartmental Knee Arthroplasty: The Kingston Experience with Three Techniques. 959-960 https://doi.org/10.1007/978-3-540-39903-2_122 2003 conf/miccai/2003-2 MICCAI (2) db/conf/miccai/miccai2003-2.html#MaymanRPWE03 Burton Ma John F. Rudan Randy E. Ellis Affine Transformations and Atlases: Assessing a New Navigation Tool for Knee Arthroplasty. 331-338 2002 conf/miccai/2002-1 MICCAI (1) https://doi.org/10.1007/3-540-45786-0_41 db/conf/miccai/miccai2002-1.html#MaRE02

E. Chen Randy E. Ellis J. Tim Bryant John F. Rudan A computational model of postoperative knee kinematics. 317-330 2001 5 Medical Image Anal. 4 https://doi.org/10.1016/S1361-8415(01)00049-4 https://www.wikidata.org/entity/Q52050924 db/journals/mia/mia5.html#ChenEBR01

Randy E. Ellis D. Kerr John F. Rudan L. Davidson Minimally Invasive Excision of Deep Bone Tumors. 1154-1156 2001 conf/miccai/2001 MICCAI https://doi.org/10.1007/3-540-45468-3_141 db/conf/miccai/miccai2001.html#EllisKRD01 C. Y. Tso Randy E. Ellis John F. Rudan M. M. Harrison A Surgical Planning and Guidance System for High Tibial Osteotomies. 39-50 https://doi.org/10.1007/BFb0056186 1998 conf/miccai/1998 MICCAI db/conf/miccai/miccai1998.html#TsoERH98 Randy E. Ellis David J. Fleet J. Tim Bryant John F. Rudan P. Fenton A method for evalutating CT-based surgical registration. 141-150 1997 conf/cvrmed/1997 CVRMed db/conf/cvrmed/cvrmed1997.html#EllisFBRF97 https://doi.org/10.1007/BFb0029233 Purang Abolmaesumi Faranak Akbarifar M. Anand Emran Mohammad Abu Anas Joseph B. Anstey Mark Asselin Jason Auyeung Aidan Baksh S. Balaketheeswaran Zachary Baum David Berman David M. Berman Dan P. Borschneck J. Tim Bryant John A. Carrino Kaci Carter Brandon Chan E. Chen Laura Connolly L. Davidson Andrew W. L. Dickinson Josh Ehrlich Joshua Ehrlich Randy E. Ellis Hanad Elmi Cecil Jay Engel Mohammad Farahmand Catriona E. Farquharson Paolo Nasute FauerbachPaola V. Nasute Fauerbach P. Fenton Gabor Fichtinger David J. Fleet Fahimeh Fooladgar Jan Fritz Gabrielle Gauvin Justin Gerolami Leah A. Groves Ilker Hacihaliloglu Tamás Haidegger Vinyas Harish M. M. Harrison Emily Heffernan Mohamed S. Hefny Rebecca Hisey Matthew Stephen HoldenMatthew S. Holden Zoe Hu Rachael Iseman Doris Jabs Melanie Jaeger Jayender JagadeesanJagadeesan Jayender Tamara Jamaspishvili Amoon Jamzad Natasja N. Y. Janssen Ferenc A. Jolesz M. Kauffman Martin Kaufman Martin Kaufmann D. Kerr Franklin King Manuela Kunz Andras Lasso Victoria A. Lessoway Kate S. M. Loe Kathryn Logan Burton Ma Aniqah T. Mair Lucas March D. J. Mayman Doug McKay Shaila Merchant Evelyn Morin David Morton Parvin Mousavi Simrin Nagpal Christopher Nicol Arash Nikniazi Jean-Michel Nunzi Richard Oleschuk Jill Osborn Padina Pezeshki David R. Pichora Rana Poushimin Jamie Purzner Teresa Purzner Olivia Radcliffe Abtin Rasoulian Brian RasquinhaBrian J. Rasquinha Kevin Yi Mi Ren Jessica R. RodgersJessica Robin Rodgers Robert RohlingRobert N. Rohling Rachel Rubino Alice M. L. SantilliAlice Maria Leondina Santilli Junaid Sayani Alireza Sedghi Mackenzie Sharp Erin Janine Smith Dilakshan Srikanthan Kyle Sunderland Ayesha Syeda C. Y. Tso Tamas Ungi Kaitlin Vanderbeck Sonal Varma Thomas VaughanThomas A. Vaughan Ross Walker Julie Wallis Ami Wang Jade Warren D. Watson Julia Wiercigroch Gavin C. A. Wood Victoria Wu Scott Yam Christina Yan Caitlin T. Yeo Chris Yeung Sima Zakani