Jungyoun Janice Min
@minjeongyun5
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❗️Structure to Function❗️ Post Master’s Researcher in @SeoulNatlUni @ConnectomeL LAB/ Brain network, Imgaging Genetics and Data science
Seoul, Republic of Korea
Joined June 2022
📢 Preprint out now! We present a PGS-pretrained 3D CNN that improves both cross-sectional and longitudinal prediction of youth depression, and generalizes to a Korean youth cohort. Through explainable AI, we also identified key white matter pathways implicated in prediction.
Polygenic Risk-Informed White Matter Integrity Improves Deep Learning-Based Prediction of Youth Depression https://t.co/KwXzb8MHw8
#medRxiv
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We’ve mapped the genetic blueprint of the brain’s largest communication bridge using a new AI tool developed here by @njahanshad & co. Our publicly available tool reveals how genes shape this vital structure & may influence certain disorders. Learn more: https://t.co/CIKlLndbvb
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Excited to share our #OHBM2025 poster! No.1161 🎉 PGS-informed white matter integrity improves prediction of youth depression. XAI highlights key tracts, and the model generalizes to an independent Korean cohort. Would love to hear your thoughts!
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It was such a pleasure to talk with Professor Paul Thompson about how deep learning methodologies can be integrated with neuroimaging and imaging genetics. Thank you again for your insightful talk at OHBM 2025!
🔥The future is bright ! The AI team from Jiook Cha’s lab at the Seoul National University presents a diagnostic AI method: “Multi-label-aware contrastive learning boosts psychiatric disorder prediction from brain MRI” [1]: 📐Contrastive learning is a powerful approach to
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#AI + neuro experts: has anyone used multimodal stable diffusion (like text-to-video generative AI [1]) to train a generative model of brain variation from the genetic code? In other words, to generate brains from DNA? You could start with our ENIGMA-CHARGE-UKB Nature Genetics
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@ConnectomeL Congrats to @aesciemo Jinwoo who won the Best Presenter Awards in KHBM 2024!
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Special thanks to @ConnectomeL members for supporting me with academic & non-academic chats and coffee ; )
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🥳Won the Best Poster Award in Korean Human Brain Mapping (KHBM)🥳 I presented my master's thesis : Leveraging Genetic predisposition and White matter imaging for Depression predictions in Diverse Youth Cohort
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I oral-presented my master's thesis on the VR-EEG paradigm to characterize awe as an ambivalent emotion at KHBM. Fortunately, I was selected as the best presenter with @minjeongyun5 at @ConnectomeL 🥳 Thank you to everyone who showed interest!
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My first paper, in collaboration with aesthetics researchers from my undergraduate days, is finally published! 🥳 We tackled the “paradox of horror,” a philosophical question since 17C, using cogsci. Most people hate unpleasant art, but some love it. Why?
journals.sagepub.com
Subjective fluency affects preference evaluation in daily objects through two routes: increasing preference (‘hedonic effect’) and amplifying valence effects on...
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Application of AI to mental illness! By Prof Emaneual Schwarz. Interesting approach ‘Multi-task learning simultaneously to gain higher generalization power in prediction of psychiatric disorders’
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Loved the Scientific Symposia about internal models in rodents, humans, and AI #fens2024 #FENSForum2024
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Amazing talk by @TobiasUHauser ! I agreed with that is difficult to directly connect symptom-based psychiatric diagnostic criteria to the brain. And a computational approach can contribute to coding functional characteristics such as neuronal alterations and indecisiveness.
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The first day at #FENS2024 has started! Anyone interested in #whitematter #diffusionMRI #developmental_neuroscience #Deeplearning4neuro Please don’t hesitate to reach me out! I would love to have a chat😊😊
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@encods2024 We still have FENS left, so see you all tomorrow!
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And a big thank you to the FENS @encods2024 organizing team for planning such a wonderful event!
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Thank you so much for showing interest in my research, listening to it, and voting for me! It means a lot to me. Being able to communicate with young neuroscientists from Europe felt like a dream come true, and I will cherish all the conversations and questions we shared.
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Third place! I can't believe it! Even though we are all working in the same field named neuroscience, we come from diverse backgrounds. So, I was already happy just to have the opportunity to present my research in front of everyone, but winning third place feels incredible
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