Weakly-Supervised Transfer Learning with Application in Precision Medicine (IEEE Transactions on Automation Science and Engineering, 2023)

Lingchao Mao, Lujia Wang, Leland S. Hu, Jenny M. Eschbacher, Gustavo De Leon, Kyle W. Singleton, Lee Curtin, Javier Urcuyo, Chris Sereduk, Nhan L. Tran, Andrea Hawkins-Daarud, Kristin R. Swanson, Jing Li


Weakly Supervised Skull Stripping of Magnetic Resonance Imaging of Brain Tumor Patients (Frontiers in Neuroimaging, 2022)

Sara Ranjbar, Kyle W. Singleton, Lee Curtin, Cassandra R. Rickertsen, Lisa E. Paulson, Leland S. Hu, J. Ross Mitchell, Kristin R. Swanson 

Shape matters: morphological metrics of glioblastoma imaging abnormalities as biomarkers of prognosis (Scientific Reports, 2021)

Lee Curtin, Paula Whitmire, Haylye White, Kamila M. Bond, Maciej M. Mrugala, Leland S. Hu, Kristin R. Swanson 

Assessment of Prognostic Value of Cystic Features in Glioblastoma Relative to Sex and Treatment with Standard-of-Care (Frontiers in Oncology 2020)

Lee Curtin, Paula Whitmire, Cassandra R. Rickertsen, Peter Canoll, Maciej M. Mrugula, Kristin R. Swanson, Leland S. Hu 

A Mechanistic Investigation into Ischemia-Driven Distal Recurrence of Glioblastoma (Bulletin of Mathematical Biology, 2020)

Lee Curtin, Andrea Hawkins-Daarud, Alyx B. Porter, Kristoffer G. van der Zee, Markus R. Owen, Kristin R. Swanson 

Learning Equations from Biological Data with Limited Time Samples (Bulletin of Mathematical Biology, 2020)

John T. Nardini, John H. Lagergren, Andrea Hawkins-Daarud, Lee Curtin, Bethan Morris, Erica M. Rutter, Kristin R. Swanson, Kevin B. Flores 

Identifying the spatial and temporal dynamics of molecularly-distinct glioblastoma sub-populations (Mathematical Biosciences and Engineering, 2020)

Bethan Morris, Lee Curtin, Andrea Hawkins-Daarud, Matthew E. Hubbard, Ruman Rahman, Stuart J. Smith, Dorothee Auer, Nhan L. Tran, Leland S. Hu, Jennifer M. Eschbacher, Kris A. Smith, Ashley Stokes, Kristin R. Swanson, Markus R. Owen 

Sex-specific impact of patterns of imageable tumor growth on survival of primary glioblastoma patients (BMC Cancer, 2020)

Paula Whitmire, Cassandra R Rickertsen, Andrea Hawkins-Daarud, Eduardo Carrasco, Julia Lorence, Gustavo De Leon, Lee Curtin, Spencer Bayless, Kamala Clark-Swanson, Noah C Peeri, Christina Corpuz, Christine Paula Lewis-de los Angeles, Bernard R Bendok, Luis Gonzalez-Cuyar, Sujay Vora, Maciej Mrugala, Leland S Hu, Lei Wang, Alyx Porter, Priya Kumthekar, Sandra K Johnston, Kathleen M Egan, Robert Gatenby, Peter Canoll, Joshua B Rubin, Kristin R. Swanson 

Speed Switch in Glioblastoma Growth Rate due to Enhanced Hypoxia-Induced Migration (Bulletin of Mathematical Biology, 2020)

Lee Curtin, Andrea Hawkins-Daarud, Kristoffer G. van der Zee, Kristin R. Swanson, Markus R. Owen 

Sex differences in predicting fluid intelligence of adolescent brain from T1-weighted MRIs (Lecture Notes in Computer Science, 2019)

Sara Ranjbar, Kyle W. Singleton, Lee Curtin, Susan Christine Massey, Andrea Hawkins-Daarud, Pamela R. Jackson, Kristin R. Swanson