Hyunghoon Cho

Computer ScienceBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 23 papers. Top paper: “Truly Privacy-Preserving Federated Analytics for Precision Medicine with Multiparty Homomorphic Encryption”.

Truly Privacy-Preserving Federated Analytics for Precision Medicine with Multiparty Homomorphic Encryption

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.02.24.432489

N/A

0.553DataRank · unranked

39 citations

Juan Ramón Troncoso-Pastoriza, Jean Louis Raisaro, Michel A. Cuendet, João Sá Sousa, Hyunghoon Cho +4 more

Secure Discovery of Genetic Relatives Across Large-Scale and Distributed Genomic Datasets

Lecture notes in computer science(2024)10.1007/978-1-0716-3989-4_19

N/A

0.113DataRank · unranked

1 citations

David Froelicher, Ricky Magner, Victoria Popic, Bonnie Berger, Hyunghoon Cho +1 more

Mechanisms for Hiding Sensitive Genotypes with Information-Theoretic Privacy

arXiv (Cornell University)(2020)10.48550/arxiv.2007.05139

N/A

0DataRank · unranked

1 citations

Hyunghoon Cho, Salim El Rouayheb, Fangwei Ye

Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption

Nature Communications(2021)10.1038/s41467-021-25972-y

N/A

0DataRank · unranked

180 citations

Juan Ramón Troncoso-Pastoriza, Jean Louis Raisaro, Michel A. Cuendet, João Sá Sousa, Hyunghoon Cho +4 more

Assessing single-cell transcriptomic variability through density-preserving data visualization

Nature Biotechnology(2021)10.1038/s41587-020-00801-7

N/A

0DataRank · unranked

175 citations

Bonnie Berger, Hyunghoon Cho, Ashwin Narayan

Privacy-preserving genotype imputation in a trusted execution environment

Cell Systems(2021)10.1016/j.cels.2021.08.001

N/A

0DataRank · unranked

37 citations

Can Koçkan, Kaiyuan Zhu, Xiaofeng Wang, S. Cenk Şahinalp, Hyunghoon Cho +1 more

Bayesian information sharing enhances detection of regulatory associations in rare cell types

Bioinformatics(2021)10.1093/bioinformatics/btab269

N/A

0DataRank · unranked

2 citations

Jian Peng, Bonnie Berger, Hyunghoon Cho, Alexander P. Wu

Mechanisms for Hiding Sensitive Genotypes With Information-Theoretic Privacy

IEEE Transactions on Information Theory(2022)10.1109/tit.2022.3156276

N/A

0DataRank · unranked

8 citations

Hyunghoon Cho, Salim El Rouayheb, Fangwei Ye

k-SALSA: k-Anonymous Synthetic Averaging of Retinal Images via Local Style Alignment

Lecture notes in computer science(2022)10.1007/978-3-031-19803-8_39

N/A

0DataRank · unranked

10 citations

Hyeonjin Park, Hyunwoo J. Kim, Michael Morley, Hyunghoon Cho, Minkyu Jeon

Sequre: a high-performance framework for secure multiparty computation enables biomedical data sharing

Genome biology(2023)10.1186/s13059-022-02841-5

N/A

0DataRank · unranked

25 citations

Ariya Shajii, Bonnie Berger, Hyunghoon Cho, Ibrahim Numanagić, Haris Smajlović

sfkit: a web-based toolkit for secure and federated genomic analysis

Nucleic Acids Research(2023)10.1093/nar/gkad464

N/A

0DataRank · unranked

15 citations

David Froelicher, D. V. Loginov, David L. Bernick, Bonnie Berger, Hyunghoon Cho +1 more

Reconstruction of private genomes through reference-based genotype imputation

Genome biology(2023)10.1186/s13059-023-03105-6

N/A

0DataRank · unranked

8 citations

Hyunghoon Cho, Matthew J. Mosca

Scalable and Privacy-Preserving Federated Principal Component Analysis

PubMed(2023)10.1109/sp46215.2023.10179350

N/A

0DataRank · unranked

25 citations

Hyunghoon Cho, Manaswitha Edupalli, João Sá Sousa, Jean-Philippe Bossuat, Apostolos Pyrgelis +4 more

Assessing transcriptomic reidentification risks using discriminative sequence models

Genome Research(2023)10.1101/gr.277699.123

N/A

0DataRank · unranked

8 citations

Daniel Fridman, Bonnie Berger, Hyunghoon Cho, Shuvom Sadhuka

Assessing transcriptomic re-identification risks using discriminative sequence models

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.04.13.536784

N/A

0DataRank · unranked

3 citations

Daniel Fridman, Bonnie Berger, Hyunghoon Cho, Shuvom Sadhuka

Privacy-Enhancing Technologies in Biomedical Data Science

Annual Review of Biomedical Data Science(2024)10.1146/annurev-biodatasci-120423-120107

N/A

0DataRank · unranked

26 citations

David Froelicher, Natnatee Dokmai, Anupama Nandi, Shuvom Sadhuka, Matthew M. Hong +2 more

Secure discovery of genetic relatives across large-scale and distributed genomic data sets

Genome Research(2024)10.1101/gr.279057.124

N/A

0DataRank · unranked

5 citations

David Froelicher, Ricky Magner, Victoria Popic, Bonnie Berger, Hyunghoon Cho +1 more

Learning-Augmented Sketching Offers Improved Performance for Privacy Preserving and Secure GWAS

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.09.19.613975

N/A

0DataRank · unranked

0 citations

Kaiyuan Zhu, Jieling Cai, Can Koçkan, Natnatee Dokmai, Hyunghoon Cho +3 more

Secure and federated genome-wide association studies for biobank-scale datasets

Nature Genetics(2025)10.1038/s41588-025-02109-1

N/A

0DataRank · unranked

20 citations

David Froelicher, Jeffrey Chen, Manaswitha Edupalli, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza +3 more

Learning-augmented sketching offers improved performance for privacy preserving and secure GWAS

iScience(2025)10.1016/j.isci.2025.112011

N/A

0DataRank · unranked

1 citations

Kaiyuan Zhu, Jieling Cai, Can Koçkan, Natnatee Dokmai, Hyunghoon Cho +3 more

Contact Tracing Mobile Apps for COVID-19: Privacy Considerations and Related Trade-offs

Deep Blue (University of Michigan)(2020)10.48550/arxiv.2003.11511

N/A

0DataRank · unranked

381 citations

Daphne Ippolito, Yun William Yu, Hyunghoon Cho

Secure phasing of private genomes in a trusted execution environment with TX-Phase

Genome Research(2025)10.1101/gr.280558.125

N/A

0DataRank · unranked

1 citations

Kaiyuan Zhu, S. Cenk Şahinalp, Hyunghoon Cho, Natnatee Dokmai

Privacy-Preserving Biomedical Database Queries with Optimal Privacy-Utility Trade-Offs

Cell Systems(2020)10.1016/j.cels.2020.03.006

N/A

0DataRank · unranked

27 citations

Sean K. Simmons, Ryan Kim, Bonnie Berger, Hyunghoon Cho