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References from Biology-guided machine learning for robust anatomical correspondence across biodiversity datasets. Local targets link to admitted publications; unresolved targets remain external evidence.
A practical guide to sliding and surface semilandmarks in morphometric analyses
10.1093/iob/obz016 · 2019 · External reference
10.1109/34.121791
10.1109/34.121791 · External reference
10.1093/biosci/biad120
10.1093/biosci/biad120 · External reference
10.1109/34.24792
10.1109/34.24792 · External reference
10.1017/cbo9780511573064
10.1017/cbo9780511573064 · External reference
10.1073/pnas.1112822108
10.1073/pnas.1112822108 · External reference
A new fully automated approach for aligning and comparing shapes
10.1002/ar.23084 · 2015 · External reference
10.1006/cviu.1995.1004
10.1006/cviu.1995.1004 · External reference
10.1007/s11692-020-09508-8
10.1007/s11692-020-09508-8 · External reference
DeepBryo: A web app for AI-assisted morphometric characterization of cheilostome bryozoans
2023 · External reference
Unresolved reference
External reference
10.1016/j.mri.2012.05.001
10.1016/j.mri.2012.05.001 · External reference
10.1145/358669.358692
10.1145/358669.358692 · External reference
10.1007/s00427-016-0537-4
10.1007/s00427-016-0537-4 · External reference
Gaussian process landmarking for three-dimensional geometric morphometrics
10.1137/18m1203481 · 2019 · External reference
10.1002/ar.23700
10.1002/ar.23700 · External reference
How many more? sample size determination in studies of morphological integration and evolvability
10.1111/2041-210x.12674 · 2017 · External reference
10.1093/biosci/biz163
10.1093/biosci/biz163 · External reference
10.1016/j.media.2009.05.004
10.1016/j.media.2009.05.004 · External reference
Unresolved reference
External reference
AutoMorph: accelerating morphometrics with automated 2D and 3D image processing and shape extraction
10.1111/2041-210x.12915 · 2018 · External reference
Theory-guided data science: a new paradigm for scientific discovery from data
10.1109/tkde.2017.2720168 · 2017 · External reference
Knowledge-guided machine learning: current trends and future prospects
2024 · External reference
10.1146/annurev.ecolsys.37.091305.110054
10.1146/annurev.ecolsys.37.091305.110054 · External reference
Landmark-free geometric methods in biological shape analysis
10.1098/rsif.2015.0795 · 2015 · External reference
BioEncoder: A metric learning toolkit for comparative organismal biology
10.1111/ele.14495 · 2024 · External reference
Computer vision, machine learning, and the promise of phenomics in ecology and evolutionary biology
10.3389/fevo.2021.642774 · 2021 · External reference
10.1111/joa.12645
10.1111/joa.12645 · External reference
Modularity: Genes, development, and evolution. Annual Review of Ecology
10.1146/annurev-ecolsys-121415-032409 · 2016 · External reference
10.1007/s11692-009-9055-x
10.1007/s11692-009-9055-x · External reference
Thirty years of geometric morphometrics: achievements, challenges, and the ongoing quest for biological meaningfulness
10.1002/ajpa.24531 · 2022 · External reference
10.1109/tpami.2010.46
10.1109/tpami.2010.46 · External reference
10.1111/joa.12973
10.1111/joa.12973 · External reference
10.1007/s11692-008-9038-3
10.1007/s11692-008-9038-3 · External reference
ALPACA: a fast and accurate computer vision approach for automated landmarking of three-dimensional biological structures
10.1111/2041-210x.13689 · 2021 · External reference
ML-morph: A fast, accurate and general approach for automated detection and landmarking of biological structures in images
10.1111/2041-210x.13373 · 2020 · External reference
10.64898/2026.06.10.731351
10.64898/2026.06.10.731351 · External reference
10.2307/2992207
10.2307/2992207 · External reference
10.1007/978-3-031-46914-5_21
10.1007/978-3-031-46914-5_21 · External reference
SlicerMorph: an open and extensible platform to retrieve, visualize and analyse 3D morphology
10.1111/2041-210x.13669 · 2021 · External reference
10.1109/im.2001.924423
10.1109/im.2001.924423 · External reference
10.1109/robot.2009.5152473
10.1109/robot.2009.5152473 · External reference
Testing the accuracy of 3D automatic landmarking via genome-wide association studies
10.1093/g3journal/jkab443 · 2022 · External reference
Performance of single and multi-atlas based automated landmarking methods compared to expert annotations in volumetric microCT datasets of mouse mandibles
10.1186/s12983-015-0127-8 · 2015 · External reference
10.1371/journal.pone.0278035
10.1371/journal.pone.0278035 · External reference
