Heejong Kim
Postdoctoral researcher
About

My research focuses on the development of computational methods for medical image processing and analysis. I recently got my Ph.D. at NYU Visualization and Data Analytics Research Center, advised by Guido Gerig. I will join Mert Sabuncu’s group at Cornell Tech as a postdoctoral researcher and work on machine learning projects related to prostate cancer imaging.

Recent Updates
Publications

Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI

M Ren∗, H Kim∗, N Dey, G Gerig

MICCAI: Medical Image Computing and Computer Assisted Intervention, 2021.

Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data

A Elaldi, N Dey, H Kim, G Gerig

IPMI: Information Processing in Medical Imaging, 2021.

Microparticle-based Biochemical Sensing Using Optical Coherence Tomography and Deep Learning

S Shah, CN Yu, M Zheng, H Kim, MS Eggleston

ACS Nano, 2021.

Hierarchical Geodesic Modeling on the Diffusion Orientation Distribution Function for Longitudinal DW-MRI Analysis

H Kim, S Hong, M Styner, J Piven, K Botteron, G Gerig

MICCAI: Medical Image Computing and Computer Assisted Intervention, 2020.

A framework to construct a longitudinal dw-mri infant atlas based on mixed effects modeling of dodf coefficients

H Kim, M Styner, J Piven, G Gerig

MICCAI CDMRI: Computational Diffusion MRI, 2020.

Longitudinal structural connectivity in the developing brain with projective non-negative matrix factorization

H Kim, J Piven, G Gerig

SPIE Medical Imaging, 2019.

Using individualized brain network for analyzing structural covariance of the cerebral cortex in alzheimer's patients

HJ Kim, JH Shin, CE Han, HJ Kim, DL Na, SW Seo, JK Seong, and the ADNI

Frontiers in neuroscience, 2016.

Tract-specific correlates of neuropsychological deficits in patients with subcortical vascular cognitive impairment

NY Jung, CE Han, HJ Kim, SW Yoo, HJ Kim, EJ Kim, DL Na, SN Lockhart, WJ Jagust, JK Seong, SW Seo

Journal of Alzheimer's Disease, 2016.