Longitudinal structural connectivity in the developing brain with projective non-negative matrix factorization. - Heejong Kim; Joseph Piven; Guido Gerig (Image Processing, 2019)

Hierarchical Geodesic Modeling on the Diffusion Orientation Distribution Function for Longitudinal DW-MRI Analysis. - Heejong Kim; Sungmin Hong; Martin Styner; Joseph Piven; Kelly N. Botteron; Guido Gerig (MICCAI (7), 2020)

Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data. - Axel Elaldi; Neel Dey; Heejong Kim; Guido Gerig (IPMI, 2021)

Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI. - Mengwei Ren; Heejong Kim; Neel Dey; Guido Gerig (MICCAI (7), 2021)

Empirical Analysis of a Segmentation Foundation Model in Prostate Imaging. - Heejong Kim; Victor Ion Butoi; Adrian V. Dalca; Mert R. Sabuncu (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

Learning to Compare Longitudinal Images. - Heejong Kim; Mert R. Sabuncu (MIDL, 2023)

Adapting to Shifting Correlations with Unlabeled Data Calibration. - Minh Nguyen 002; Alan Q. Wang 003; Heejong Kim; Mert R. Sabuncu (ECCV (87), 2024)

Robust Learning via Conditional Prevalence Adjustment. - Minh Nguyen 002; Alan Q. Wang 003; Heejong Kim; Mert R. Sabuncu (WACV, 2024)

A Framework for Interpretability in Machine Learning for Medical Imaging. - Alan Q. Wang 003; Batuhan K. Karaman; Heejong Kim; Jacob Rosenthal; Rachit Saluja; Sean I. Young; Mert R. Sabuncu (IEEE Access, 2024)

BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration. - Alan Q. Wang 003; Rachit Saluja; Heejong Kim; Xinzi He; Adrian V. Dalca; Mert R. Sabuncu (CoRR, 2024)

Effective Segmentation of Post-Treatment Gliomas Using Simple Approaches: Artificial Sequence Generation and Ensemble Models. - Heejong Kim; Léo Milecki; Mina C. Moghadam; Fengbei Liu; Minh Nguyen 002; Eric Qiu; Abhishek Thanki; Mert R. Sabuncu (CoRR, 2024)

Knockout: A simple way to handle missing inputs. - Minh Nguyen 002; Batuhan K. Karaman; Heejong Kim; Alan Q. Wang 003; Fengbei Liu; Mert R. Sabuncu (Trans. Mach. Learn. Res., 2025)