Estimation of the biomechanical mammographic deformation of the breast using machine learning models 11ORCID (s): https://orcid.org/0000-0002-7441-6135 (S. Said); https://orcid.org/0000-0002-4411-4056 (N.V. Ruiter); https://orcid.org/0000-0001-7324-1735 (T. Hopp)

Using the proposed models, we achieved accurate results comparable to the finite element model, with a speedup of factor 240 using the extreme gradient boosting model. These proposed models can replace the finite element model simulation, enabling clinically relevant real-time application.

Source: Clinical Biomechanics - October 6, 2023 Category: Orthopaedics Authors: S. Said, Z. Yang, P. Clauser, N.V. Ruiter, P.A.T. Baltzer, T. Hopp Source Type: research