Heejong Kim

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Constrained Least Squares

Distribution Function

Empirical Analysis

Top Venues

ISIC/Care-AI/MedAGI/DeCaF@MICCAI

Publications

Alan Q. Wang, Rachit Saluja, Heejong Kim, Xinzi He, Adrian V. Dalca, Mert R. Sabuncu
BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration. CoRR (2024)
Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu
Robust Learning via Conditional Prevalence Adjustment. WACV (2024)
Alan Q. Wang, Batuhan K. Karaman, Heejong Kim, Jacob Rosenthal, Rachit Saluja, Sean I. Young, Mert R. Sabuncu
A Framework for Interpretability in Machine Learning for Medical Imaging. IEEE Access 12 (2024)
Minh Nguyen, Batuhan K. Karaman, Heejong Kim, Alan Q. Wang, Fengbei Liu, Mert R. Sabuncu
Knockout: A simple way to handle missing inputs. CoRR (2024)
Heejong Kim, Victor Ion Butoi, Adrian V. Dalca, Mert R. Sabuncu
Empirical Analysis of a Segmentation Foundation Model in Prostate Imaging. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Heejong Kim, Mert R. Sabuncu
Learning to Compare Longitudinal Images. CoRR (2023)
Heejong Kim, Victor Ion Butoi, Adrian V. Dalca, Mert R. Sabuncu
Empirical Analysis of a Segmentation Foundation Model in Prostate Imaging. CoRR (2023)
Heejong Kim, Mert R. Sabuncu
Learning to Compare Longitudinal Images. MIDL (2023)
Alan Q. Wang, Batuhan K. Karaman, Heejong Kim, Jacob Rosenthal, Rachit Saluja, Sean I. Young, Mert R. Sabuncu
A Framework for Interpretability in Machine Learning for Medical Imaging. CoRR (2023)
Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu
Robust Learning via Conditional Prevalence Adjustment. CoRR (2023)
Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data. CoRR (2021)
Mengwei Ren, Heejong Kim, Neel Dey, Guido Gerig
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI. MICCAI (7) (2021)
Mengwei Ren, Heejong Kim, Neel Dey, Guido Gerig
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI. CoRR (2021)
Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data. IPMI (2021)
Heejong Kim, Sungmin Hong, Martin Styner, Joseph Piven, Kelly N. Botteron, Guido Gerig
Hierarchical Geodesic Modeling on the Diffusion Orientation Distribution Function for Longitudinal DW-MRI Analysis. MICCAI (7) (2020)
Heejong Kim, Joseph Piven, Guido Gerig
Longitudinal structural connectivity in the developing brain with projective non-negative matrix factorization. Medical Imaging: Image Processing (2019)