A pilot study of an automated personal identification process: Applying machine learning to panoramic radiographs.

Adrielly Garcia Ortiz Gustavo Hermes Soares Gabriela Cauduro da Rosa Maria Gabriela Haye Biazevic Edgard Michel Crosato

Published in: Imaging science in dentistry (2021)

Personal identification might be performed with the aid of image recognition algorithms and machine learning techniques. This approach will likely facilitate the complex task of personal identification by performing an initial screening of radiographs and matching ante-mortem and post-mortem images from the same individuals.

Keyphrases

machine learning
deep learning
artificial intelligence
bioinformatics analysis
big data
convolutional neural network
optical coherence tomography