A multi-scanner neuroimaging data harmonization using RAVEL and ComBat
Eshaghzadeh Torbati, Mahbaneh, Minhas, Davneet S., Ahmad, Ghasan, O’Connor, Erin E., Muschelli, John, Laymon, Charles M., Yang, Zixi, Cohen, Ann D., Aizenstein, Howard J., Klunk, William E., Christian, Bradley T., Hwang, Seong Jae, Crainiceanu, Ciprian M., Tudorascu, Dana L.
Published in NeuroImage (Orlando, Fla.) (15.12.2021)
Published in NeuroImage (Orlando, Fla.) (15.12.2021)
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Journal Article
Determination of Optimal Batch Size of Deep Learning Models with Time Series Data
Hwang, Jae-Seong, Lee, Sang-Soo, Gil, Jeong-Won, Lee, Choul-Ki
Published in Sustainability (12.07.2024)
Published in Sustainability (12.07.2024)
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Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks
Seong Jae Hwang, Adluru, Nagesh, Collins, Maxwell D., Ravi, Sathya N., Bendlin, Barbara B., Johnson, Sterling C., Singh, Vikas
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2016)
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2016)
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Conference Proceeding
Journal Article
Cerebrospinal fluid biomarkers of neurofibrillary tangles and synaptic dysfunction are associated with longitudinal decline in white matter connectivity: A multi-resolution graph analysis
Kim, Won Hwa, Racine, Annie M., Adluru, Nagesh, Hwang, Seong Jae, Blennow, Kaj, Zetterberg, Henrik, Carlsson, Cynthia M., Asthana, Sanjay, Koscik, Rebecca L., Johnson, Sterling C., Bendlin, Barbara B., Singh, Vikas
Published in NeuroImage clinical (01.01.2019)
Published in NeuroImage clinical (01.01.2019)
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Journal Article
Multi-scanner Harmonization of Paired Neuroimaging Data via Structure Preserving Embedding Learning
Torbati, Mahbaneh Eshaghzadeh, Tudorascu, Dana L., Minhas, Davneet S., Maillard, Pauline, DeCarli, Charles S., Jae Hwang, Seong
Published in 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (01.10.2021)
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Conference Proceeding
Journal Article
A Projection Free Method for Generalized Eigenvalue Problem with a Nonsmooth Regularizer
Seong Jae Hwang, Collins, Maxwell D., Ravi, Sathya N., Ithapu, Vamsi K., Adluru, Nagesh, Johnson, Sterling C., Singh, Vikas
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
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Conference Proceeding
Journal Article
Complementary branch fusing class and semantic knowledge for robust weakly supervised semantic segmentation
Han, Woojung, Kang, Seil, Choo, Kyobin, Hwang, Seong Jae
Published in Pattern recognition (01.01.2025)
Published in Pattern recognition (01.01.2025)
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Journal Article
Conditional Recurrent Flow: Conditional Generation of Longitudinal Samples With Applications to Neuroimaging
Hwang, Seong Jae, Tao, Zirui, Singh, Vikas, Kim, Won Hwa
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Journal Article
Analysis of essential oils by GC/MS and tilianin by HPLC/UV of the aerial parts of Agastache rugosa
Tran, Gia Han, Choi, Jungwon, Lee, Hak-Dong, Lee, Yunji, Hwang, Jae Seong, Kim, Do Yoon, Lee, Hwan Myung, Lee, Sanghyun
Published in Korean Journal of Agricultural Science (01.03.2023)
Published in Korean Journal of Agricultural Science (01.03.2023)
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Journal Article
Point Cloud Augmentation with Weighted Local Transformations
Kim, Sihyeon, Lee, Sanghyeok, Hwang, Dasol, Lee, Jaewon, Hwang, Seong Jae, Kim, Hyunwoo J.
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
Tensorize, Factorize and Regularize: Robust Visual Relationship Learning
Hwang, Seong Jae, Kim, Hyunwoo J., Ravi, Sathya N., Collins, Maxwell D., Tao, Zirui, Singh, Vikas
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding