Lise Wei

Lise Wei, PhD

Clinical Assistant Professor

University Hospital
UH B2C432
1500 E Medical Center Dr
Ann Arbor, MI 48109-5010

liswei@med.umich.edu
Articles ↓

Administrative Contact

Rebecca Roulo

Areas of Interest

  • Bioinformatics and machine learning for outcome modeling
  • Multimodality image-guided radiotherapy and adaptive treatment
  • Interpretable AI for health care

Credentials

  • PhD in Applied Physics, University of Michigan, 2020
  • Medical Physics Residency, University of Michigan, Department of Radiation Oncology, 2022

Published Articles or Reviews

Selected from 13 publications

  • Wei, L., Aryal, M., Simeth, J., Cuneo, K, Matuszak, M., Evans, J., Ten Haken, R., Lawrence, T., Cao, Y. “The Effect of Stereotactic Body Radiation Therapy for Hepatocellular Cancer on Regional Hepatic Liver Function.” International Journal of Radiation Oncology, Biology, Physics (2022).
  • Wei, L., Owen, D., Rosen, B., Guo, X., Cuneo, K., Lawrence, T., Ten Haken, R., and El Naqa, I. “A deep survival interpretable radiomics model of hepatocellular carcinoma patients.” Physica Medica 82 (2021): 295-305.
  • Avanzo, M., Wei, L., Stancanello, J., Vallières, M., Rao, A., Morin, O., Mattonen, S., El Naqa, I. “Machine and Deep Learning Methods for Radiomics.” Medical Physics 47, no. 5 (2020): e185-e202.
  • Wei, L., Cui, C., Xu, J., Kaza, R., El Naqa, I., and Dewaraja, Y. “Tumor response prediction in 90 Y radioembolization with PET-based radiomics features and absorbed dose metrics.” European Journal of Nuclear Medicine and Molecular Imaging (EJNMMI) physics 7, no. 1 (2020): 1-19.