Daniel Gendin

PhD

Daniel Gendin.

Daniel Gendin

PhD

Daniel Gendin

PhD

Visiting Assistant Professor

Research Interests

Inverse problems, mathematical modeling of inhomogeneous materials, computational methods, uncertainty quantification.

Education

  • Postdoc, UT Southwestern Medical Center, Dallas, TX
  • PhD, Mechanical Engineering, Boston University, Boston, MA
  • BS, Mechanical Engineering and Mathematical Sciences, Worcester Polytechnic Institute, Worcester, MA

Office Hours
Wednesday 12-2

Courses Taught
MTH 309, MTH 337

Research

My research focuses on estimating the mechanical properties (e.g. stiffness) of soft tissues based on data from medical imaging and analyzing and quantifying the uncertainty inherent in said estimates. This is done by using the mathematical framework of inverse problems. A particular focus in my work is developing computational approaches that use the mathematical properties of the problem at hand to efficiently find the solution and inherent uncertainty.

Selected Publications

  • “A Force-Matched Approach to Large-Strain Nonlinearity in Elasticity Imaging for Breast Lesion Characterization.” David P. Rosen, Rohit Nayak, Yuqi Wang, Daniel I. Gendin, Nicholas B. Larson, Robert T. Fazzio, Assad A. Oberai, Timothy J. Hall, Paul E. Barbone, Azra Alizad, and Mostafa Fatemi. IEEE Transactions on Biomedical Engineering (2023)
  • “Repeatability of linear and nonlinear elastic modulus maps from repeat scans in the breast.” Daniel I. Gendin, Rohit Nayak, Yuqi Wang, Mahdi Bayat, Robert T. Fazzio, Assad A. Oberai, Timothy J. Hall, Paul E. Barbone, Azra Alizad, and Mostafa Fatemi. IEEE Transactions on Medical Imaging (2020).