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Hyunghoon (Hoon) Cho
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Year
Contact tracing mobile apps for COVID-19: Privacy considerations and related trade-offs
H Cho, D Ippolito, YW Yu
arXiv preprint arXiv:2003.11511, 2020
5762020
Compact integration of multi-network topology for functional analysis of genes
H Cho, B Berger, J Peng
Cell systems 3 (6), 540-548. e5, 2016
2442016
Secure genome-wide association analysis using multiparty computation
H Cho, DJ Wu, B Berger
Nature biotechnology 36 (6), 547-551, 2018
2122018
Assessing single-cell transcriptomic variability through density-preserving data visualization
A Narayan, B Berger, H Cho
Nature biotechnology 39 (6), 765-774, 2021
152*2021
Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption
D Froelicher, JR Troncoso-Pastoriza, JL Raisaro, MA Cuendet, JS Sousa, ...
Nature communications 12 (1), 5910, 2021
1282021
Geometric sketching compactly summarizes the single-cell transcriptomic landscape
B Hie, H Cho, B DeMeo, B Bryson, B Berger
Cell systems 8 (6), 483-493. e7, 2019
1142019
Exploiting ontology graph for predicting sparsely annotated gene function
S Wang, H Cho, CX Zhai, B Berger, J Peng
Bioinformatics 31 (12), i357-i364, 2015
1102015
Diffusion component analysis: unraveling functional topology in biological networks
H Cho, B Berger, J Peng
International Conference on Research in Computational Molecular Biology, 62-64, 2015
882015
Large-margin classification in hyperbolic space
H Cho, B DeMeo, J Peng, B Berger
The 22nd international conference on artificial intelligence and statistics …, 2019
782019
Emerging technologies towards enhancing privacy in genomic data sharing
B Berger, H Cho
Genome biology 20, 1-3, 2019
742019
Realizing private and practical pharmacological collaboration
B Hie, H Cho, B Berger
Science 362 (6412), 347-350, 2018
642018
Generalizable and scalable visualization of single-cell data using neural networks
H Cho, B Berger, J Peng
Cell systems 7 (2), 185-191. e4, 2018
532018
High-resolution transcriptome analysis with long-read RNA sequencing
H Cho, J Davis, X Li, KS Smith, A Battle, SB Montgomery
PloS one 9 (9), e108095, 2014
532014
Reconstructing causal biological networks through active learning
H Cho, B Berger, J Peng
PloS one 11 (3), e0150611, 2016
522016
Computer graphical user interface with genomic workflow
L Wang, H Cho, A Raja, E Caudill, Palantir Technologies, Inc.
US Patent App. 13/831,791, 2013
502013
Identification of the minimal region in lipase ABC transporter recognition domain of Pseudomonas fluorescens for secretion and fluorescence of green fluorescent …
Y Park, Y Moon, J Ryoo, N Kim, H Cho, JH Ahn
Microbial Cell Factories 11, 1-12, 2012
302012
Privacy-preserving genotype imputation in a trusted execution environment
N Dokmai, C Kockan, K Zhu, XF Wang, SC Sahinalp, H Cho
Cell systems 12 (10), 983-993. e7, 2021
272021
Secure secret-sharing-based crowdsourcing for large-scale association studies of genomic and phenotypic data
H Cho, BB Leighton, DJ Wu
US Patent 10,910,087, 2021
262021
Privacy-preserving biomedical database queries with optimal privacy-utility trade-offs
H Cho, S Simmons, R Kim, B Berger
Cell systems 10 (5), 408-416. e9, 2020
262020
Scalable and Privacy-Preserving Federated Principal Component Analysis
D Froelicher, H Cho, M Edupalli, J Sa Sousa, JP Bossuat, A Pyrgelis, ...
IEEE Symposium on Security and Privacy, 1908-1925, 2023
122023
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