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Fetal Brain Development: Deep learning

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We use 2D CNN and performe multiple predictions from multi-slices in multi-view volume images for fetal brain age estimation. Mean absolute difference between the brain age and actual chronological age is less than 2 days, which is highly accurate.

Julia Rohde

Person: Alumni

Julia graduated from Bowdoin College in the spring of 2020 with a degree in neuroscience and religious studies. She has experience working in the emergency department at Bellevue Hospital, volunteering at a refugee camp in Jordan, and researching how PTSD is maintained through avoidance mechanisms...

Hyukjin Yun

Person: Alumni

Hyuk Jin Yun is an instructor in FNNDSC. His expertise is in neuroimage analysis using structural and functional magnetic resonance imaging (MRI). He obtained his PhD (2016) in Biomedical Engineering from Hanyang University, Seoul, South Korea. During his PhD, he has developed several methods to...

Longitudinal structural connectomic and rich-club analysis in adolescent mTBI reveals persistent, distributed brain alterations acutely through to one year post-injury

Publication: Journal Article

Chung, Ai Wern, Rebekah Mannix, Henry Feldman, Ellen Grant, and Kiho Im. 2019. “Longitudinal Structural Connectomic and Rich-Club Analysis in Adolescent MTBI Reveals Persistent, Distributed Brain Alterations Acutely through to One Year Post-Injury”. Sci Rep 9 (1): 18833.

Altered White Matter Connectivity Associated with Intergyral Brain Disorganization in Hemiplegic Cerebral Palsy

Publication: Journal Article

Papadelis, Christos, Banu Ahtam, Henry Feldman, Michel Alhilani, Eleonora Tamilia, Donna Nimec, Brian Snyder, Ellen Grant, and Kiho Im. 2019. “Altered White Matter Connectivity Associated With Intergyral Brain Disorganization in Hemiplegic Cerebral Palsy”. Neuroscience 399: 146-60.

Automatic labeling of cortical sulci for the human fetal brain based on spatio-temporal information of gyrification

Publication: Journal Article

Yun, Hyuk Jin, Ai Wern Chung, Lana Vasung, Edward Yang, Tomo Tarui, Caitlin Rollins, Cynthia Ortinau, Ellen Grant, and Kiho Im. 2019. “Automatic Labeling of Cortical Sulci for the Human Fetal Brain Based on Spatio-Temporal Information of Gyrification”. Neuroimage 188: 473-82.

Early-Emerging Sulcal Patterns Are Atypical in Fetuses with Congenital Heart Disease

Publication: Journal Article

Ortinau, Cynthia, Caitlin Rollins, Ali Gholipour, Hyuk Jin Yun, Mackenzie Marshall, Borjan Gagoski, Onur Afacan, et al. 2019. “Early-Emerging Sulcal Patterns Are Atypical in Fetuses With Congenital Heart Disease”. Cereb Cortex 29 (8): 3605-16.

Altered White Matter Organization in the TUBB3 E410K Syndrome

Publication: Journal Article

Grant, Ellen, Kiho Im, Banu Ahtam, Cynthia Laurentys, Wai-Man Chan, Maya Brainard, Sheena Chew, et al. 2019. “Altered White Matter Organization in the TUBB3 E410K Syndrome”. Cereb Cortex 29 (8): 3561-76.

Structural brain changes after traditional and robot-assisted multi-domain cognitive training in community-dwelling healthy elderly

Publication: Journal Article

Kim, Geon Ha, Seun Jeon, Kiho Im, Hunki Kwon, Byung Hwa Lee, Ga Young Kim, Hana Jeong, et al. 2015. “Structural Brain Changes After Traditional and Robot-Assisted Multi-Domain Cognitive Training in Community-Dwelling Healthy Elderly”. PLoS One 10 (4): e0123251.

Longitudinal changes of cortical thickness in early- versus late-onset Alzheimer's disease

Publication: Journal Article

Cho, Hanna, Seun Jeon, Sue Kang, Jong-Min Lee, Jae-Hong Lee, Geon Ha Kim, Ji Soo Shin, et al. 2013. “Longitudinal Changes of Cortical Thickness in Early- versus Late-Onset Alzheimer’s Disease”. Neurobiol Aging 34 (7): 1921.e9-0.