Author

A. M. Maga

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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Evolutionary Biology· 5 Physiology· 1

Signature Assays, Organisms & Methods

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Assay:imaging· 6 Research Focus:cell type annotation· 4 Research Focus:clustering· 4 Approach:deep learning· 3 Approach:statistical model· 3 Research Focus:benchmarking· 2 Research Focus:dimensionality reduction· 2 Approach:experimental assay· 2

Frequent Co-Authors

A. Porto· 3 shared C. Zhang· 2 shared S. Rolfe· 2 shared A. Karpatne· 1 shared A. Kocatulum· 1 shared A. Summer· 1 shared B. Avants· 1 shared D. Boyer· 1 shared

Activity by Year

2019-2023 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 16 mutual co-author links

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3 shared papersEvolutionary Biology

A. Porto

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Author profile →

6 papers

Recent·Most cited

An open-source photogrammetry workflow for reconstructing 3D models

C. Zhang, A. M. Maga

This paper presents an open-source photogrammetry workflow for 3D model reconstruction and evaluates its geometric accuracy compared to microCT scans.

bioRxiv · Mar 12, 2023Evolutionary Biology

Automated Landmarking via Multiple Templates

C. Zhang, A. Porto, S. Rolfe, A. Kocatulum, A. M. Maga

This paper introduces MALPACA, an automated landmarking method that outperforms its single-template counterpart by using multiple templates, and presents a K-means-based approach for template selection.

bioRxiv · Jan 4, 2022Evolutionary Biology

Hierarchy-guided Neural Networks for Species Classification

M. Elhamod, K. M. Diamond, A. M. Maga, Y. Bakis, H. L. Bart, P. Mabee, W. Dahdul, J. Leipzig, J. Greenberg, B. Avants, A. Karpatne

This paper introduces a hierarchy-guided neural network for species classification, showing improved accuracy and resilience to adversarial occlusions in fish species classification.

bioRxiv · Jan 17, 2021Evolutionary Biology

SlicerMorph: An open and extensible platform to retrieve, visualize and analyze 3D morphology

S. Rolfe, S. Pieper, A. Porto, K. Diamond, J. Winchester, S. Shan, H. Kirveslahti, D. Boyer, A. Summer, A. M. Maga

SlicerMorph provides an open platform for retrieving, visualizing, and analyzing 3D morphology data to address challenges in quantitative organismal biology research.

bioRxiv · Nov 9, 2020Evolutionary Biology

ALPACA: a fast and accurate approach for automated landmarking of three-dimensional biological structures

A. Porto, S. M. Rolfe, A. M. Maga

ALPACA automates 3D landmark placement for morphometric analysis, achieving accuracy comparable to manual methods while being efficient and generalizable across biological structures.

bioRxiv · Sep 18, 2020Evolutionary Biology

Cranial Bone Growth in Isolated Sagittal Craniosynostosis Compared to Normal Growth in the First Six Months of Age

E. Mercan, R. Hopper, A. M. Maga

This study compares cranial bone growth patterns in infants with sagittal craniosynostosis to normal growth using statistical models and geometric morphometrics, finding faster growth in specific sutures in the SCS group.

bioRxiv · Jan 24, 2019 · PreprintPhysiology