Publications
JOURNAL PUBLICATIONS
3D Patellar instability Anatomical Severity Score (3D-PASS): A novel machine learning score using 3D bone position from MRI to predict outcomes of patellar instability treatment (using a subset of data in the JUPITER cohort)
Orthopaedic Journal of Sports Medicine (2025)
Marissa Sinopoli*, Anthony Gatti*, Christian Wright, Anna Bartsch, Matt Veerkamp, Robert Boutin, Douglas Mintz, Kathleen Emery, Kevin Shea, Akshay Chaudhari, The JUPITER Study Group, Beth Shubin Stein, Shital Parikh, Scott Delp**, and Seth Sherman**
View PDF
Ten steps to becoming a musculoskeletal simulation expert: A half-century of progress and outlook for the future
Journal of Biomechanics (2023)
Scott Uhlrich*, Thomas Uchida*, Marissa Lee, and Scott Delp
View PDF
Independently ambulatory children with spina bifida experience near-typical joint moments and forces during walking
Gait and Posture (2023)
Marissa Lee, Jennifer Hicks, Tishya Wren, and Scott Delp
View PDF | Access data | Access code
Assessing inertial measurement unit locations for freezing of gait detection and patient preference
Journal of Neuroengineering and Rehabilitation (2022)
Johanna O'Day*, Marissa Lee*, Kirsten Seagers*, Ava Jih-Schiff, Łukasz Kidziński, Scott Delp**, and Helen Bronte-Stewart**
View PDF | Access data & code
CONFERENCE POSTERS & PRESENTATIONS
Patellar instability anatomy affects patellofemoral walking kinematics: a subject-specific musculoskeletal modeling study
10th World Congress of Biomechanics. July 11-15, 2026. Vancouver, Canada.
Annette Chang, Anthony Gatti, Shital Parikh, Scott Delp, Seth Sherman, and Marissa Sinopoli
Few 3D knee morphology differences are associated with nonsurgical patellar instability treatment success
Southern California Conference for Undergraduate Research. November 22, 2025. Camarillo, CA.
Alex Bilello, Anthony Gatti, the JUPITER Group, Seth L. Sherman, and Marissa Sinopoli
Capturing cartilage and bone shape variation to support joint health research
Computational Cove: The Inaugural SoCal Research Computing & Data Symposium. October 3, 2025. Claremont, CA.
Ethan Sandoval, Anthony Gatti, the JUPITER Group, Seth L. Sherman, and Marissa Sinopoli
3D-PASS (3D Patellar instability Anatomical Severity Score): a novel metric using machine learning to predict treatment outcome in patella instability
American Orthopaedic Society for Sports Medicine Annual Meeting. July 10-13, 2025. Nashville, TN.
Marissa Sinopoli, Anthony Gatti, Christian Wright, Anna Bartsch, Matthew Veerkamp, Robert Boutin, Stacey Elangovan, Beth Shubin Stein, Shital Parikh, Kevin Shea, Akshay Chaudhari, Seth Sherman, Scott Delp, and The JUPITER Group
Using 3D statistical shape modeling to understand trochlear development in relation to the physis - applications for guided growth and trochleoplasty planning in the skeletally immature?
Pediatric Research in Sports Medicine Society Annual Meeting. January 30-February 1, 2025. Columbus, OH.
Bryan Khoo, Anthony Gatti, Marissa Lee, Christian Wright, Amin Alayleh, Seth Sherman, Akshay Chaudhari, and Kevin Shea
Quantification of 3D knee morphology in patients with patellar instability
American College of Sports Medicine Annual Meeting. May 28-31, 2024. Boston, MA.
Marissa Lee, Anthony Gatti, Christian Wright, Anna Bartsch, Matthew Veerkamp, Shital Parikh, Akshay Chaudhari, Kevin Shea, Seth Sherman, Scott Delp, and JUPITER Study Group
Using 3D statistical shape modeling to understand trochlear development in relation to the physis
Stanford Bio-X Interdisciplinary Initiatives Seed Grants Program Poster Session. September 1, 2023. Stanford, CA.
Bryan Khoo, Anthony Gatti, Marissa Lee, Christian Wright, Amin Alayleh, Seth Sherman, Akshay Chaudhari, and Kevin Shea
🎖️Awarded top-three poster
Utilization of 3D statistical shape modeling of anatomic variation across a cohort of patella instability patients
American Orthopaedic Society for Sports Medicine Annual Meeting. July 13-16, 2023. Washington, DC.
Christian Wright, Marissa Lee, Anthony Gatti, Matthew Veerkamp, Akshay Chaudhari, Scott Delp, Shital Parikh, J Lee Pace, Seth Sherman, Kevin Shea, and JUPITER Study Group
A minimal set of inertial measurement units detects clinically relevant metrics of freezing of gait in individuals with Parkinson's disease
World Congress of Biomechanics. July 10-14, 2022. Taipei, Taiwan.
Kirsten Seagers*, Johanna O'Day*, Marissa Lee*, Ava Jih-Schiff, Łukasz Kidziński, Scott Delp**, and Helen Bronte-Stewart**
Independently ambulatory children with spina bifida experience near-typical joint loads during walking
Annual Meeting of the Gait and Clinical Movement Analysis Society (GCMAS). June 7-8, 2022. Virtual.
Marissa Lee, Jennifer Hicks, Tishya Wren, and Scott Delp
Freezing of gait detection using raw IMU data from various sensor locations
Health Data Science Symposium. November 5, 2021. Boston, MA.
Marissa Lee*, Kirsten Seagers*, Johanna O'Day*, Shannon Hoffman, Łukasz Kidziński, Scott Delp, and Helen Bronte-Stewart
Detecting freezing of gait using raw inertial sensor data from people with Parkinson's disease
International Conference on Ambulatory Monitoring of Physical Activity and Movement (ICAMPAM). June 23, 2021. Virtual.
Johanna O'Day*, Marissa Lee*, Kirsten Seagers*, Shannon Hoffman, Scott Delp**, and Helen Bronte-Stewart**
🎖️Awarded best poster
* equal contributors
** equal contributors
3D Patellar instability Anatomical Severity Score (3D-PASS): A novel machine learning score using 3D bone position from MRI to predict outcomes of patellar instability treatment (using a subset of data in the JUPITER cohort)
Orthopaedic Journal of Sports Medicine (2025)
Marissa Sinopoli*, Anthony Gatti*, Christian Wright, Anna Bartsch, Matt Veerkamp, Robert Boutin, Douglas Mintz, Kathleen Emery, Kevin Shea, Akshay Chaudhari, The JUPITER Study Group, Beth Shubin Stein, Shital Parikh, Scott Delp**, and Seth Sherman**
View PDF
Ten steps to becoming a musculoskeletal simulation expert: A half-century of progress and outlook for the future
Journal of Biomechanics (2023)
Scott Uhlrich*, Thomas Uchida*, Marissa Lee, and Scott Delp
View PDF
Independently ambulatory children with spina bifida experience near-typical joint moments and forces during walking
Gait and Posture (2023)
Marissa Lee, Jennifer Hicks, Tishya Wren, and Scott Delp
View PDF | Access data | Access code
Assessing inertial measurement unit locations for freezing of gait detection and patient preference
Journal of Neuroengineering and Rehabilitation (2022)
Johanna O'Day*, Marissa Lee*, Kirsten Seagers*, Ava Jih-Schiff, Łukasz Kidziński, Scott Delp**, and Helen Bronte-Stewart**
View PDF | Access data & code
CONFERENCE POSTERS & PRESENTATIONS
Patellar instability anatomy affects patellofemoral walking kinematics: a subject-specific musculoskeletal modeling study
10th World Congress of Biomechanics. July 11-15, 2026. Vancouver, Canada.
Annette Chang, Anthony Gatti, Shital Parikh, Scott Delp, Seth Sherman, and Marissa Sinopoli
Few 3D knee morphology differences are associated with nonsurgical patellar instability treatment success
Southern California Conference for Undergraduate Research. November 22, 2025. Camarillo, CA.
Alex Bilello, Anthony Gatti, the JUPITER Group, Seth L. Sherman, and Marissa Sinopoli
Capturing cartilage and bone shape variation to support joint health research
Computational Cove: The Inaugural SoCal Research Computing & Data Symposium. October 3, 2025. Claremont, CA.
Ethan Sandoval, Anthony Gatti, the JUPITER Group, Seth L. Sherman, and Marissa Sinopoli
3D-PASS (3D Patellar instability Anatomical Severity Score): a novel metric using machine learning to predict treatment outcome in patella instability
American Orthopaedic Society for Sports Medicine Annual Meeting. July 10-13, 2025. Nashville, TN.
Marissa Sinopoli, Anthony Gatti, Christian Wright, Anna Bartsch, Matthew Veerkamp, Robert Boutin, Stacey Elangovan, Beth Shubin Stein, Shital Parikh, Kevin Shea, Akshay Chaudhari, Seth Sherman, Scott Delp, and The JUPITER Group
Using 3D statistical shape modeling to understand trochlear development in relation to the physis - applications for guided growth and trochleoplasty planning in the skeletally immature?
Pediatric Research in Sports Medicine Society Annual Meeting. January 30-February 1, 2025. Columbus, OH.
Bryan Khoo, Anthony Gatti, Marissa Lee, Christian Wright, Amin Alayleh, Seth Sherman, Akshay Chaudhari, and Kevin Shea
Quantification of 3D knee morphology in patients with patellar instability
American College of Sports Medicine Annual Meeting. May 28-31, 2024. Boston, MA.
Marissa Lee, Anthony Gatti, Christian Wright, Anna Bartsch, Matthew Veerkamp, Shital Parikh, Akshay Chaudhari, Kevin Shea, Seth Sherman, Scott Delp, and JUPITER Study Group
Using 3D statistical shape modeling to understand trochlear development in relation to the physis
Stanford Bio-X Interdisciplinary Initiatives Seed Grants Program Poster Session. September 1, 2023. Stanford, CA.
Bryan Khoo, Anthony Gatti, Marissa Lee, Christian Wright, Amin Alayleh, Seth Sherman, Akshay Chaudhari, and Kevin Shea
🎖️Awarded top-three poster
Utilization of 3D statistical shape modeling of anatomic variation across a cohort of patella instability patients
American Orthopaedic Society for Sports Medicine Annual Meeting. July 13-16, 2023. Washington, DC.
Christian Wright, Marissa Lee, Anthony Gatti, Matthew Veerkamp, Akshay Chaudhari, Scott Delp, Shital Parikh, J Lee Pace, Seth Sherman, Kevin Shea, and JUPITER Study Group
A minimal set of inertial measurement units detects clinically relevant metrics of freezing of gait in individuals with Parkinson's disease
World Congress of Biomechanics. July 10-14, 2022. Taipei, Taiwan.
Kirsten Seagers*, Johanna O'Day*, Marissa Lee*, Ava Jih-Schiff, Łukasz Kidziński, Scott Delp**, and Helen Bronte-Stewart**
Independently ambulatory children with spina bifida experience near-typical joint loads during walking
Annual Meeting of the Gait and Clinical Movement Analysis Society (GCMAS). June 7-8, 2022. Virtual.
Marissa Lee, Jennifer Hicks, Tishya Wren, and Scott Delp
Freezing of gait detection using raw IMU data from various sensor locations
Health Data Science Symposium. November 5, 2021. Boston, MA.
Marissa Lee*, Kirsten Seagers*, Johanna O'Day*, Shannon Hoffman, Łukasz Kidziński, Scott Delp, and Helen Bronte-Stewart
Detecting freezing of gait using raw inertial sensor data from people with Parkinson's disease
International Conference on Ambulatory Monitoring of Physical Activity and Movement (ICAMPAM). June 23, 2021. Virtual.
Johanna O'Day*, Marissa Lee*, Kirsten Seagers*, Shannon Hoffman, Scott Delp**, and Helen Bronte-Stewart**
🎖️Awarded best poster
* equal contributors
** equal contributors