Conference Papers
[2024]
159. G. Jo, J. Kim, B.-y. Park, and H. Park, "DeAFusion: Detail-Aware Image Fusion for Whitematter Hyperintensity Segmentation," (Poster), IEEE International Conference on Bioinformatics and Biomedicine, Dec. 2024.
158. H. Kim and B.-y. Park, "T1-weighted and T2-weighted MRI synthesis across age," (Poster), 2024 The Korean Society of Medical & Biological Engineering, Nov. 2024.
(김호균, 박보용, "연령에 따른 T1 강조, T2 강조 구조적 자기공명영상 합성," (Poster), 대한의용생체공학회 2024년도 추계학술대회, Nov. 2024.)
157. T. Kim and B.-y. Park, "Autism Structure-Function coupling," (Poster), 2024 The Korean Society of Medical & Biological Engineering, Nov. 2024.
(김태연, 박보용, "자폐 스펙트럼 내 구조적-기능적 연결," (Poster), 대한의용생체공학회 2024년도 추계학술대회, Nov. 2024.)
156. Y. Jang and B.-y. Park, "Sliding window-based multivariate transformer modeling for functional MRI time series prediction," (Poster), 2024 The Korean Society of Medical & Biological Engineering, Nov. 2024.
(장유림, 박보용, "기능적 자기공명영상 시계열 예측을 위한 슬라이딩 윈도우 기반 다변량 트랜스포머 모델링," (Poster), 대한의용생체공학회 2024년도 추계학술대회, Nov. 2024.)
155. S. Lee and B.-y. Park, "Association between obesity phenotypes and intrinsic neural timescale," (Poster), 2024 The Korean Society of Medical & Biological Engineering, Nov. 2024.
(이서아, 박보용, "비만 표현형과 intrinsic neural timescale 사이의 연관성," (Poster), 대한의용생체공학회 2024년도 추계학술대회, Nov. 2024.)
154. C. Y. Kim, H. Jang, and B.-y. Park, "Associations between functional connectome asymmetry and symptom severity in autism spectrum disorder," (Poster), Korean Society of Human Brain Mapping, Nov. 2024.
(김채연, 장호진, 박보용, "자폐 스펙트럼 환자에서의 기능적 연결성 비대칭성과 증상 사이의 연관성," (Poster), 대한뇌기능매핑학회, Nov. 2024.)
153. E. C. Noh, J. Y. Namgung, C. Y. Kim, M. J. Lee, and B.-y. Park, "Alterations in muli-scale structural wiring in patients with migraine," (Poster), Korean Society of Human Brain Mapping, Nov. 2024.
(노은찬, 남궁종영, 김채연, 이미지, 박보용, "편두통 환자의 다중-스케일 구조적 연결 변화," (Poster), 대한뇌기능매핑학회, Nov. 2024.)
152. H. Kim, C. Lee, and B.-y. Park, "Age-specific MRI synthesis and modality transfer using ControlNet," (Poster), Korean Society of Human Brain Mapping, Nov. 2024.
(김호균, 이창희, 박보용, "ControlNet을 이용한 연령별 자기공명영상 생성 및 모달리티 전환," (Poster), 대한뇌기능매핑학회, Nov. 2024.)
151. Y. Jang, J. Y. Namgung, Y. Park, and B.-y. Park, "Transformer-based functional time series modeling to unveil dynamic brain state transitions," (Poster), IEEE Engineering in Medicine and Biology Society, July 2024.
150. J. Y. Namgung, J. Mun, Y. J. Park, J. Kim, and B.-y. Park, "Investigation of sex-related functional connectivity alterations in autism using class imbalance mitigation approach," (Poster), IEEE Engineering in Medicine and Biology Society, July 2024.
149. S. Lee, S. van Stijn, and B.-y. Park, "Human cortical areas involved in perception of motion-in-depth," (Poster), Organization for Human Brain Mapping, June 2024.
148. S. W. Jo, J. Kim, and B.-y. Park, "Enhancement of glymphatic activity in early Alzheimer’s disease using low-intensity ultrasound," (Poster), Organization for Human Brain Mapping, June 2024.
147. S. Hong, S. Yoo, B.-y. Park, and S.-J. Hong, "Assessing Reliability and Geometric Influence in Organization of Structural Brain Connectivity," (Poster), Organization for Human Brain Mapping, June 2024.
146. S. Yoo, S. Hong, S.-J. Hong, and B.-y. Park, "Decoding short- and long-range structural connectivity using manifold learning techniques," (Poster), Organization for Human Brain Mapping, June 2024.
145. Y. J. Park, M. Kim, and B.-y. Park, "Structure-function coupling of the brain using Graph Neural Network," (Poster), Organization for Human Brain Mapping, June 2024.
144. Y. Jang, H. Choi, S. Yoo, H. Park, and B.-y. Park, "Structural connectome differences between autism and neurotypical control groups using autoencoder," (Poster), Organization for Human Brain Mapping, June 2024.
143. Y. Park, Y. J. Park, and B.-y. Park, "Structural MRI synthesis of human fetal brain using a generative adversarial network," (Poster), Organization for Human Brain Mapping, June 2024.
142. E. C. Noh, Y. J. Park, Y. Jang, J. Y. Namgung, M. J. Lee, and B.-y. Park, "Shifts in structural connectome manifolds in patients with migraine," (Poster), Organization for Human Brain Mapping, June 2024.
141. J. Y. Namgung, J. M. Mun, Y. J. Park, J. Kim, and B.-y. Park, "Identification of sex differences in autism using class imbalance mitigated functional connectivity," (Poster), Organization for Human Brain Mapping, June 2024.
140. C. Y. Kim, Y. J. Park, J. Y. Namgung, Y. Park, and B.-y. Park, "The macroscale routing mechanism of structural brain connectivity related to body mass index," (Poster), Organization for Human Brain Mapping, June 2024.
139. J. Ottoy, M. S. Kang, J. X. M. Tan, L. Boone, R. Vos de Wael, B.-y. Park, G. Bezgin, F. Z. Lussier, T. A. Pascoal, N. Rahmouni, J. Stevenson, J. F. Arias, J. Therriault, S.-J. Hong, B. Stefanovic, J. McLaurin, J.-P. Soucy, S. Gauthier, B. C. Bernhardt, S. E. Black, P. Rosa-Neto, and M. Goubran, "Mapping the effects of functional and structural network reorganization on the tau-cognition relationship in Alzheimer’s disease," (Poster), Organization for Human Brain Mapping, June 2024.
138. Y. Jang, E. Noh, and B.-y. Park, "Changes in connectome gradient according to body mass index in manifold space," (Poster), Gradients of Brain Organization, June 2024.
137. E. Noh, J. Y. Namgung, Y. Park, Y. Jang, M. J. Lee, and B.-y. Park, "Changes in structural connectome manifolds in patients with episodic migraine," (Poster), Gradients of Brain Organization, June 2024.
136. Y. Jang, T. Kim, and B.-y. Park, "Prediction of autism symptom using a transformer-based functional time series modeling," (Poster),
2024 The Korean Society of Medical & Biological Engineering, May 2024.
(장유림, 김태연, 박보용, "트랜스포머 기반 기능적 시계열 모델링을 사용한 자폐 증상 예측," (Poster), 대한의용생체공학회 2024년도 춘계학술대회, May 2024.)
135. J. Y. Namgung, G. Monn, and B.-y. Park, "Human primary auditory cortex parcellation using structural magnetic resonance imaging," (Poster), 2024 The Korean Society of Medical & Biological Engineering, May 2024.
(남궁종영, 문건우, 박보용, "구조적 자기공명영상을 이용한 인간 일차 청각 피질 분할," (Poster), 대한의용생체공학회 2024년도 춘계학술대회, May 2024.)
134. Y. Jang and B.-y. Park, "Investigation of dynamic brain state transitions using a transformer-based functional time series modeling," (Poster), Brain Engineering Society of Korea, Feb. 2024.
(장유림, 박보용, "트랜스포머 기반 시계열 모델링을 통한 동적 뇌 상태 변화 관찰," (Poster), 한국뇌공학회, Feb. 2024.)
[2023]
133. E. C. Noh, Y. J. Park, J. Y. Namgung, M. J. Lee, and B.-y. Park, "Identification of structural connectome alterations in patients with migraine using manifold features," (Poster), 2023 The Korean Society of Medical & Biological Engineering, Nov. 2023.
(노은찬, 박영준, 남궁종영, 이미지, 박보용, "매니폴드 특징을 이용한 편두통 환자의 뇌 구조적 연결성 변화 관찰," (Poster), 대한의용생체공학회 2023년도 추계학술대회, Nov. 2023.)
132. Y. Park, J. Y. Namgung, C. Y. Kim, Y. J. Park, and B.-y. Park, "Differences in cortical microstructure according to body mass index," (Poster), 2023 The Korean Society of Medical & Biological Engineering, Nov. 2023.
(박윤서, 남궁종영, 김채연, 박영준, 박보용, "체질량지수에 따른 대뇌 피질 미세구조의 차이," (Poster), 대한의용생체공학회 2023년도 추계학술대회, Nov. 2023.)
131. C. Y. Kim, Y. J. Park, J. Y. Namgung, Y. Park, and B.-y. Park, "Structural connectome mechanism associated with body mass index," (Oral), Korean Society of Human Brain Mapping, Oct. 2023.
(김채연, 박영준, 남궁종영, 박윤서, 박보용, "체질량 지수와 관련된 뇌의 구조적 연결성 메커니즘," (Oral), 대한뇌기능매핑학회, Oct. 2023.)
130. J. Y. Namgung, Y. J. Park, Y. Park, C. Y. Kim, and B.-y. Park, "Associations between structure-function correspondence and body mass index," (Poster), Korean Society of Human Brain Mapping, Oct. 2023.
(남궁종영, 박영준, 박윤서, 김채연, 박보용, "구조-기능 대응과 체질량 지수 간의 연관성," (Poster), 대한뇌기능매핑학회, Oct. 2023.)
129. E. C. Noh, Y. J. Park, J. Y. Namgung, M. J. Lee, and B.-y. Park, "Alterations in structural connectome manifolds in patients with migraine," (Poster), Korean Society of Human Brain Mapping, Oct. 2023.
(노은찬, 박영준, 남궁종영, 이미지, 박보용, "편두통 환자의 뇌 구조적 매니폴드 변화," (Poster), 대한뇌기능매핑학회, Oct. 2023.)
128. Y. Park, J. Y. Namgung, C. Y. Kim, Y. J. Park, and B.-y. Park, "Investigation of the association between cortical microstructure and body mass index," (Poster), Korean Society of Human Brain Mapping, Oct. 2023.
(박윤서, 남궁종영, 김채연, 박영준, 박보용, "체질량지수와 대뇌 피질 미세구조 사이의 연관성 관찰," (Poster), 대한뇌기능매핑학회, Oct. 2023.)
127. Y. J. Park and B.-y. Park, "Structural-functional coupling of the brain using Graph Neural Network," (Poster), Korean Society of Human Brain Mapping, Oct. 2023.
(박영준, 박보용, "그래프 뉴럴 네트워크를 이용한 뇌 구조-기능 연관성," (Poster), 대한뇌기능매핑학회, Oct. 2023.)
126. J. Y. Namgung, Y. J. Park, B.-y. Park†, and M. J. Lee†, "Functional connectivity-based diagnosis model for migraine," (Poster), International Headache Congress, Sep. 2023.
† Co-corresponding
125. Y. Yang, S. Yoo, and B.-y. Park, "Dynamic transitions of functional brain connectivity during a working memory task," (Oral), IEEE Engineering in Medicine and Biology Society, July 2023. Link
124. S. Yoo, Y. Jang, S.-J. Hong, H. Park, S. L. Valk, B. C. Bernhardt, and B.-y. Park, "Atypical structural connectome asymmetry and associations with network communication in autism spectrum disorder," (Oral), IEEE Engineering in Medicine and Biology Society, July 2023. Link
123. J. Y. Namgung, Y. J. Park, Y. Park, C. Y. Kim, and B.-y. Park, "Differences in brain structure-function coupling across body mass index," (Poster), Organization for Human Brain Mapping, July 2023.
122. Y. Jang, H. Choi, H. Park, and B.-y. Park, "Alterations in structural connectivity between autism and neurotypical control groups using feature representation learning," (Poster), Organization for Human Brain Mapping, July 2023.
121. Y. J. Park, S. Yoo, H. Park, C. Paquola, B. C. Bernhardt, and B.-y. Park, "Pipeline for generating microstructural profile covariance using generative adversarial network," (Poster), Organization for Human Brain Mapping, July 2023.
120. Y. Kim and B.-y. Park, "Brain microstructure associated with body mass index," (Poster), Organization for Human Brain Mapping, July 2023.
119. B.-y. Park, O. Benkarim, C. Weber, V. Kebets, S. Fett, S. Yoo, A. Di Martino, M. P. Milham, B. Misic, L. Mottron, S.-J. Hong, and B. C. Bernhardt, "Probing atypical structure-function coupling in autism via connectome manifold modeling," (Poster), Organization for Human Brain Mapping, July 2023.
118. S. Park, K. V. Haak, H. Cho, K. Byeon, B.-y. Park, H. Chen, W. Gao, S. Valk, M. Milham, B. C. Bernhardt, A. Di Martino, and S.-J. Hong, "Mapping the roles of thalamic connectivity and genes in the large-scale functional brain development," (Oral), Organization for Human Brain Mapping, July 2023.
117. K. Xie, J. Royer, S. Lariviere, R. Rodriguez-Cruces, H. Auer, S. Tavakol, B.-y. Park, Y. Weng, A. Bernasconi, N. Bernasconi, B. Frauscher, Z. Zhang, and B. C. Bernhardt, "Aberrant cortical structure-function coupling in temporal lobe epilepsy," (Poster), Organization for Human Brain Mapping, July 2023.
116. K. Xie, J. Royer, S. Lariviere, R. Rodriguez-Cruces, D. G. Cabalo, A. Ngo, J. DeKraker, H. Auer, S. Tavakol, B.-y. Park, R. Vos de Wael, Y. Weng, C. Abdallah, L. Caciagli, A. Bernasconi, N. Bernasconi, B. Frauscher, Z. Zhang, L. Concha, and B. C. Bernhardt, "Imbalanced connectivity spaces and signal flow in temporal lobe epilepsy," (Poster), Organization for Human Brain Mapping, July 2023.
115. C. F. Weber, V. Kebets, O. Benkarim, Y. Wang, A. Ngo, B.-y. Park, S.-J. Hong, and B. C. Bernhardt, "Transcriptomic Correlates of Functional Connectome Contractions in Autism Spectrum Disorder," (Poster), Organization for Human Brain Mapping, July 2023.
114. J. Ottoy, M. S. Kang, R. Vos de Wael, B.-y. Park, G. Bezgin, F. Lussier, N. Rahmouni, J. Stevenson, J. F. Arias, J.-P. Soucy, S. Gauthier, B. C. Bernhardt, S. E. Black, P. Rosa-Neto, and M. Goubran, "Mapping the effects of functional and structural network reorganization on the tau-cognition relationship in Alzheimer’s disease," (Poster), Alzheimer's Association International Conference, July 2023.
113. C. Y. Kim, Y. J. Park, J. Y. Namgung, Y. Park, and B.-y. Park, "Associations between body mass index and communication measure of structural connectivity," (Poster), 2023 The Korean Society of Medical & Biological Engineering, May 2023.
(김채연, 박영준, 남궁종영, 박윤서, 박보용, "체질량지수와 뇌 구조적 연결성 커뮤니케이션의 연관성," (Poster), 대한의용생체공학회 2023년도 춘계학술대회, May 2023.)
112. J. Y. Namgung, Y. J. Park, C. Y. Kim, Y. Park, and B.-y. Park, "Differences in brain structure-function coupling across body mass index," (Poster), 2023 The Korean Society of Medical & Biological Engineering, May 2023.
(남궁종영, 박영준, 김채연, 박윤서, 박보용, "체질량 지수에 따른 뇌 구조 기능 결합 차이," (Poster), 대한의용생체공학회 2023년도 춘계학술대회, May 2023.)
111. Y. Park, C. Y. Kim, J. Y. Namgung, Y. J. Park, and B.-y. Park, "Association between the body mass index and cortical microstructure," (Poster), 2023 The Korean Society of Medical & Biological Engineering, May 2023.
(박윤서, 김채연, 남궁종영, 박영준, 박보용, "체질량지수와 대뇌 피질 미세 구조 사이의 연관성," (Poster), 대한의용생체공학회 2023년도 춘계학술대회, May 2023.)
110. Y. J. Park, Y. Jang, and B.-y. Park, "Differences in brain microstructure in individuals with autism using generative adversarial," (Poster), 2023 The Korean Society of Medical & Biological Engineering, May 2023.
(박영준, 장유림, 박보용, "생성적 적대 신경망을 이용한 자폐환자군의 뇌 미세구조 차이," (Poster), 대한의용생체공학회 2023년도 춘계학술대회, May 2023.)
109. B.-y. Park, V. Kebets, S. Lariviere, C. Paquola, M. Hettwer, ENIGMA Consortium, A. Evans, A. Dagher, S. Thomopoulos, P. Thompson, S. Valk, M. Kirschner, and B. Bernhardt, "Mapping Transdiagnostic Vulnerability Across Multiple Scales With the Enigma-Toolbox," (Oral), Society of Biological Psychiatry, Apr. 2023. Link
108. Y.-H. Yeh, M. S. Kang, R. Vos de Wael, B.-y. Park, G. Bezgin, F. Lussier, S. Mathotaarachchi, S.-J. Hong, J.-P. Soucy, S. Gauthier, B. C. Bernhardt, S. E. Black, P. Rosa-Neto, M. Goubran, and J. Ottoy, "Stepwise connectivity in gradient space reveals functional and structural network reorganization in Alzheimer’s disease," (Poster), International Conference on Alzheimer's and Parkinson's Diseases and related neurological disorders, Mar. 2023.
107. J. Ottoy, M. S. Kang, R. Vos de Wael, B.-y. Park, G. Bezgin, F. Lussier, N. Rahmouni, J. Stevenson, J.-P. Soucy, S. Gauthier, B. C. Bernhardt, S. E. Black, P. Rosa-Neto, and M. Goubran, "Relationship between tau accumulation and network connectivity in AD through connectome gradients," (Poster), Human Amyloid Imaging Conference, Jan. 2023.