Premium
An enhanced computational method for age‐at‐death estimation based on the pubic symphysis using 3 D laser scans and thin plate splines
Author(s) -
Stoyanova Detelina,
AlgeeHewitt Bridget F.B.,
Slice Dennis E.
Publication year - 2015
Publication title -
american journal of physical anthropology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.146
H-Index - 119
eISSN - 1096-8644
pISSN - 0002-9483
DOI - 10.1002/ajpa.22797
Subject(s) - pubic symphysis , bending , computer science , algorithm , statistics , mean squared error , mathematics , orthodontics , artificial intelligence , medicine , structural engineering , surgery , engineering , pelvis
Objectives: The pubic symphysis is frequently used to estimate age‐at‐death from the adult skeleton. Assessment methods require the visual comparison of the bone morphology against age‐informative characteristics that represent a series of phases. Age‐at‐death is then estimated from the age‐range previously associated with the chosen phase. While easily executed, the "morphoscopic" process of feature‐scoring and bone‐to‐phase‐matching is known to be subjective. Studies of method and practitioner error demonstrate a need for alternative tools to quantify age‐progressive change in the pubic symphysis. This article proposes a more objective, quantitative method that analyzes three‐dimensional (3D) surface scans of the pubic symphysis using a thin plate spline algorithm (TPS). Materials and Methods: This algorithm models the bending of a flat plane to approximately match the surface of the bone and minimizes the bending energy required for this transformation. Known age‐at‐death and bending energy were used to construct a linear model to predict age from observed bending energy. This approach is tested with scans from 44 documented white male skeletons and 12 casts. Results: The results of the surface analysis show a significant association (regression p ‐value = 0.0002 and coefficient of determination = 0.2270) between the minimum bending energy and age‐at‐death, with a root mean square error of ≈19 years. Discussion: This TPS method yields estimates comparable to established methods but offers a fully integrated, objective and quantitative framework of analysis and has potential for use in archaeological and forensic casework. Am J Phys Anthropol 158:431–440, 2015. © 2015 Wiley Periodicals, Inc.