Author

Megan Pinette

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 2

Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:imaging· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Kathryn Eve Costanzo· 2 shared Lara RiemiD· 2 shared Olivia DuCharmeiD· 2 shared Silvia S. BlemkeriD· 2 shared Ashley Coggins· 1 shared Dennis ShawiD· 1 shared Doris G. LeungiD· 1 shared Eline LievensiD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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2 shared papersBioengineering

Kathryn Eve Costanzo

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2 papers

Recent·Most cited

Multi-scale machine learning model predicts muscle and functional disease progression in FSHD

Silvia S. Blemker, Lara Riem, Olivia DuCharme, Megan Pinette, Kathryn Eve Costanzo, Emma Weatherley, Jeffrey M. Statland, Stephen J. Tapscott, Leo H. Wang, Dennis Shaw, The Move+ Investigator Team, Xing Song, Doris G. Leung, Seth D. Friedman

This paper develops a multi-scale machine learning model to predict muscle and functional disease progression in FSHD using MRI and clinical data, achieving strong predictive performance in holdout datasets.

Scientific Reports · Jul 16, 2025Peer-reviewedBioengineering

Big Bones Mean Big Muscles: AI Quantifies 71 Individual Muscles Across the Whole Body, Revealing Widespread Links Between Muscle, Bone, and Body Size

Lara Riem, Megan Pinette, Olivia DuCharme, Valeria Pabon, Jacob Morris, Ashley Coggins, Liza Harold, Kathryn Eve Costanzo, Matthew K. Cousins, Raina Hein, Matt Rhodes, Eline Lievens, Xue Feng, Savannah D. Benusa, Tim Breeding, , Silvia S. Blemker

This study uses AI to analyze whole-body MRI scans, quantifying 71 muscles and 13 bones in healthy adults, revealing that skeletal size is a key determinant of muscularity.

bioRxiv · Apr 1, 2025 · PreprintBioengineering