HK
Heejong Kim
cs.LGeess.IVcs.CVDeep Learningmachine learningMultiparametric Magnetic Resonance ImagingProstatic NeoplasmsAdaptive radiotherapyAgingArtificial intelligence
On Valency
published · living versionsW_pqtvpzxp·v1 · currentpublished
Destructive augmentations for prostate lesion segmentation on heterogeneous biparametric MRI data
with Thibault Heintz, Rachit Saluja, Seungbin Park, Daniel Margolis +2
1 version
W_xnm3qqcb·v1published
Preprints & journals
25 papers in the corpus · 2008–2026AI-based detection of temporal changes in MR-Linac images acquired during routine prostate radiotherapy.42834946 · Park, Seungbin, Wang, Peilin, Paik, Joshua et al.2026 · 0 citationsPhysics and imaging in radiation oncology. 2026;41:101081
Technical Feasibility of Quantitative Susceptibility Mapping Radiomics for Predicting Deep Brain Stimulation Outcomes in Parkinson Disease.40965145 · Roberts, Alexandra G, Zhang, Jinwei, Tozlu, Ceren et al.2026 · 3 citationsNeurosurgery. 2026;98(5):1139-1148
Learning-based inference of longitudinal image changes: Applications in embryo development, wound healing, and aging brain.39977323 · Kim, Heejong, Karaman, Batuhan K, Zhao, Qingyu et al.2025 · 7 citationsProceedings of the National Academy of Sciences of the United States of America. 2025;122(8):e2411492122
Quantitative Susceptibility Mapping Radiomics with Label Noise Compensation for Predicting Deep Brain Stimulation Outcomes in Parkinson's Disease10.1101/2024.12.26.24319663v1 · Roberts, A. G., Zhang, J., Tozlu, C. et al.2024 · 1 citationmedRxiv
Effective Segmentation of Post-Treatment Gliomas Using Simple Approaches: Artificial Sequence Generation and Ensemble Models2409.08143v1 · Heejong Kim, Leo Milecki, Mina C Moghadam et al.2024 · 0 citationsarXiv
Adapting to Shifting Correlations with Unlabeled Data Calibration2409.05996v1 · Minh Nguyen, Alan Q. Wang, Heejong Kim et al.2024 · 1 citationarXiv
Corrigendum to "The role of AI in prostate MRI quality and interpretation: Opportunities and challenges" [Eur. J. Radiol. 165 (2023) 110887].38959558 · Kim, Heejong, Kang, Shin Won, Kim, Jae-Hun et al.2024 · 0 citationsEuropean journal of radiology. 2024;177:111585
BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration2405.14019v3 · Alan Q. Wang, Rachit Saluja, Heejong Kim et al.2024 · 7 citationsMachine.Learning.for.Biomedical.Imaging. 3 (2025)
A Framework for Interpretability in Machine Learning for Medical Imaging.39421804 · Wang, Alan Q, Karaman, Batuhan K, Kim, Heejong et al.2026 · 35 citationsIEEE access : practical innovations, open solutions. 2024;12:53277-53292
Robust Learning via Conditional Prevalence Adjustment2310.15766v1 · Minh Nguyen, Alan Q. Wang, Heejong Kim et al.2023 · 1 citationarXiv
Empirical Analysis of a Segmentation Foundation Model in Prostate Imaging2307.03266v3 · Heejong Kim, Victor Ion Butoi, Adrian V. Dalca et al.2023 · 6 citationsarXiv
The role of AI in prostate MRI quality and interpretation: Opportunities and challenges.37245342 · Kim, Heejong, Kang, Shin Won, Kim, Jae-Hun et al.2023 · 32 citationsEuropean journal of radiology. 2023;165:110887
Learning to Compare Longitudinal Images2304.02531v2 · Heejong Kim, Mert R. Sabuncu2023 · 5 citationsarXiv
Pulse Sequence Dependence of a Simple and Interpretable Deep Learning Method for Detection of Clinically Significant Prostate Cancer Using Multiparametric MRI.36334976 · Kim, Heejong, Margolis, Daniel J A, Nagar, Himanshu et al.2023 · 7 citationsAcademic radiology. 2023;30(5):966-970
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI.36383495 · Ren, Mengwei, Kim, Heejong, Dey, Neel et al.2024 · 17 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2021;12907:530-540
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data.37576905 · Elaldi, Axel, Dey, Neel, Kim, Heejong et al.2023 · 17 citationsInformation processing in medical imaging : proceedings of the ... conference. 2021;12729:267-278
Microparticle-Based Biochemical Sensing Using Optical Coherence Tomography and Deep Learning.33961739 · Shah, Shreyas, Yu, Chun-Nam, Zheng, Mingde et al.2021 · 18 citationsACS nano. 2021;15(6):9764-9774
Hierarchical geodesic modeling on the diffusion orientation distribution function for longitudinal DW-MRI analysis.34327517 · Kim, Heejong, Hong, Sungmin, Styner, Martin et al.2023 · 2 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2020;12267:311-321
A framework to construct a longitudinal DW-MRI infant atlas based on mixed effects modeling of dODF coefficients.34368815 · Kim, Heejong, Styner, Martin, Piven, Joseph et al.2023 · 3 citationsComputational diffusion MRI. CDMRI (Workshop). 2020;2020:149-159
Interaction network mapping among IL-32 isoforms.24472437 · Kang, Jeong-Woo, Park, Yun Sun, Lee, Dong Hun et al.2014 · 82 citationsBiochimie. 2014;101:248-51
A synthetic naringenin derivative, 5-hydroxy-7,4'-diacetyloxyflavanone-N-phenyl hydrazone (N101-43), induces apoptosis through up-regulation of Fas/FasL expression and inhibition of PI3K/Akt signaling pathways in non-small-cell lung cancer cells.21877710 · Bak, Yesol, Kim, Heejong, Kang, Jeong-Woo et al.2012 · 50 citationsJournal of agricultural and food chemistry. 2011;59(18):10286-97
The biflavonoid amentoflavone induces apoptosis via suppressing E7 expression, cell cycle arrest at sub-G₁ phase, and mitochondria-emanated intrinsic pathways in human cervical cancer cells.21663495 · Lee, Sojung, Kim, Heejong, Kang, Jeong-Woo et al.2011 · 61 citationsJournal of medicinal food. 2011;14(7-8):808-16
Activation of the interleukin-32 pro-inflammatory pathway in response to human papillomavirus infection and over-expression of interleukin-32 controls the expression of the human papillomavirus oncogene.21208204 · Lee, Sojung, Kim, Jung-Hee, Kim, Heejong et al.2011 · 56 citationsImmunology. 2011;132(3):410-20
Melphalan modulates the expression of E7-specific biomarkers in E7-Tg mice.20683012 · Kim, Eun Jin, Kim, Heejong, Lee, Sojung et al.2010 · 2 citationsAnticancer research. 2010;30(7):2773-83
A proinflammatory cytokine interleukin-32beta promotes the production of an anti-inflammatory cytokine interleukin-10.19740314 · Kang, Jeong-Woo, Choi, Seung-Chul, Cho, Min-Chul et al.2010 · 86 citationsImmunology. 2009;128(1 Suppl):e532-40
Career total: 37 works. 25 are in this corpus.
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