Jung-Hoon Kim, Ph.D.
Research Faculty (Assistant Professor)
Jung-Hoon Kim, Ph.D Faculty, (Assistant Professor of Radiology and Pediatrics Tenure Track), joined the Developing Brain Institute at Children’s National in March 2021. Currently, Jung-Hoon is working on applying a novel deep generative model that he developed to expand our understanding of the developing brain network during the fetal-neonatal period.
Key Studies
| April 2026 | Kim JH, De Asis-Cruz J, Andescavage NN, Kapse K, Donofrio MT, Vezina G, du Plessis A, Limperopoulos C. Atypical Development of Functional Brain Networks in Neonates With Congenital Heart Disease. JNeurosci. 2026 Apr 8;46(14):e1846252026. doi: 10.1523/JNEUROSCI.1846-25.2026. PMID: 41802866; PMCID: PMC13047448 | view |
| October 2024 | Kim JH, De Asis-Cruz J, Limperopoulos C. Separating Group- and Individual-Level Brain Signatures in the Newborn Functional Connectome: A Deep Learning Approach. NeuroImage. 2024 Oct 1;299:120806. doi: 10.1016/j.neuroimage.2024.120806. Epub 2024 Aug 22. PMID: 39179011; PMCID: PMC11457411 | view |
| May 2023 | Kim JH, De Asis-Cruz J, Krishnamurthy D, Limperopoulos C. Toward a More Informative Representation of the Fetal-Neonatal Brain Connectome Using Variational Autoencoder. Elife. 2023 May 15;12:e80878. doi: 10.7554/eLife.80878. PMID: 37184067; PMCID: PMC10241511 | view |
| November 2021 | Kim JH, Zhang Y, Han K, Wen Z, Choi M, Liu Z. Representation Learning of Resting State fMRI With Variational Autoencoder. NeuroImage. 2021 Nov 1;241:118423. doi: 10.1016/j.neuroimage.2021.118423. Epub 2021 Jul 23. PMID: 34303794; PMCID: PMC8485214 | view |
Date: April 2022
Seed M, Limperopoulos C. In Utero Brain Growth Matters for Fetuses With Congenital Heart Disease. Circulation. 2022 Apr 12;145(15):1120-1122. doi: 10.1161/CIRCULATIONAHA.122.058683. Epub 2022 Apr 11. PMID: 35404677
View: https://pubmed.ncbi.nlm.nih.gov/35404677
Date: January 2010
Limperopoulos C, Tworetzky W, McElhinney DB, Newburger JW, Brown DW, Robertson RL Jr, Guizard N, McGrath E, Geva J, Annese D, Dunbar-Masterson C, Trainor B, Laussen PC, du Plessis AJ. Brain Volume and Metabolism in Fetuses With Congenital Heart Disease: Evaluation With Quantitative Magnetic Resonance Imaging and Spectroscopy. Circulation. 2010 Jan 5;121(1):26-33. doi: 10.1161/CIRCULATIONAHA.109.865568. Epub 2009 Dec 21. PMID: 20026783; PMCID: PMC2819908
View: https://pmc.ncbi.nlm.nih.gov/articles/PMC2819908
Date: February 2024
Wu Y, De Asis-Cruz J, Limperopoulos C. Brain Structural and Functional Outcomes in the Offspring of Women Experiencing Psychological Distress During Pregnancy. Molecular Psychiatry. 2024 Jul;29(7):2223-2240. doi: 10.1038/s41380-024-02449-0. Epub 2024 Feb 28. PMID: 38418579; PMCID: PMC11408260
View: https://pubmed.ncbi.nlm.nih.gov/38418579
Date: April 2022
Wu Y, Espinosa KM, Barnett SD, Kapse A, Quistorff JL, Lopez C, Andescavage N, Pradhan S, Lu YC, Kapse K, Henderson D, Vezina G, Wessel D, du Plessis AJ, Limperopoulos C. Association of Elevated Maternal Psychological Distress, Altered Fetal Brain, and Offspring Cognitive and Social-Emotional Outcomes at 18 Months. JAMA Network Open. 2022 Apr 1;5(4):e229244. doi: 10.1001/jamanetworkopen.2022.9244. PMID: 35486403; PMCID: PMC9055453
View: https://pubmed.ncbi.nlm.nih.gov/35486403