Author

Daniel P. Nicolella

Southwest Research InstituteORCID 0000-0001-9411-6474Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioengineering· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

David R. Chambers· 1 shared Kase J. Saylor· 1 shared Omar Medjaouri· 1 shared Travis D. EliasoniD· 1 shared Tylan N. TempliniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioengineering

David R. Chambers

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioengineeringbioRxivPreprintOct 19, 2023

The Effect of Synthetic Training Data on the Performance of a Deep Learning Based Markerless Biomechanics System

Tylan N. Templin, Travis D. Eliason, Omar Medjaouri…·Daniel P. Nicolella

This study evaluates how adding synthetic data to the training of a deep learning markerless biomechanics system improves kinematic measurement accuracy during countermovement jumps and squats.

2 citations

imagingdeep learning

𝕏 PostBluesky