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Ahyeon Hwang
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DeepVelo: Single-cell transcriptomic deep velocity field learning with neural ordinary differential equations
Z Chen, WC King, A Hwang, M Gerstein, J Zhang
Science Advances 8 (48), eabq3745, 2022
342022
Cortical surface electrical potentials are composed of multiple bandlimited frequency components, including high-gamma
JA Livezey, A Hwang, K Usovich, ME Dougherty, EF Chang, KE Bouchard
bioRxiv, 2022.07. 22.501176, 2022
22022
InsuLock: A weakly supervised learning approach for accurate insulator prediction, and variant impact quantification
SS Srinivasan, Y Gong, S Xu, A Hwang, M Xu, MJ Girgenti, J Zhang
Genes 13 (4), 621, 2022
22022
iHerd: an integrative hierarchical graph representation learning framework to quantify network changes and prioritize risk genes in disease
Z Duan, Y Dai, A Hwang, C Lee, K Xie, C Xiao, M Xu, MJ Girgenti, ...
PLoS Computational Biology 19 (9), e1011444, 2023
12023
Characterizing dysregulations via cell-cell communications in Alzheimer's brains using single-cell transcriptomes
CY Lee, D Riffle, Y Xiong, N Momtaz, A Hwang, Z Duan, J Zhang
bioRxiv, 2023.07. 16.548274, 2023
12023
Translator: A Transfer Learning Approach to Facilitate Single-Cell ATAC-Seq Data Analysis from Reference Dataset
S Xu, M Skarica, A Hwang, Y Dai, C Lee, MJ Girgenti, J Zhang
Journal of Computational Biology 29 (7), 619-633, 2022
12022
Hangul Fonts Dataset: A Hierarchical and Compositional Dataset for Investigating Learned Representations
JA Livezey, A Hwang, J Yeung, KE Bouchard
International Conference on Image Analysis and Processing, 3-14, 2022
12022
Single-cell genomics and regulatory networks for 388 human brains
PS Emani, JJ Liu, D Clarke, M Jensen, J Warrell, C Gupta, R Meng, ...
bioRxiv, 2024.03. 18.585576, 2024
2024
scENCORE: leveraging single-cell epigenetic data to predict chromatin conformation using graph embedding
Z Duan, S Xu, S Sai Srinivasan, A Hwang, CY Lee, F Yue, M Gerstein, ...
Briefings in Bioinformatics 25 (2), bbae096, 2024
2024
Validation of Enhancer Regions in Primary Human Neural Progenitor Cells using Capture STARR-seq
SC Gaynor-Gillett, L Cheng, M Shi, J Liu, G Wang, M Spector, M Flaherty, ...
bioRxiv, 2024.03. 14.585066, 2024
2024
Single Cell Genomic Analysis Reveals Cell Type-Specific Molecular Signatures in the Human PTSD Prefrontal Cortex
M Girgenti, J Zhang, M Skarica, A Hwang, K Xu, K Young, H Zhao, ...
Biological Psychiatry 93 (9), S11-S12, 2023
2023
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