Hyunghoon Cho

发表

Reconstructing Causal Biological Networks through Active Learning

Bonnie Berger, Hyunghoon Cho, Jian Peng, 2016, PloS one.

Exploiting ontology graph for predicting sparsely annotated gene function

Bonnie Berger, Jian Peng, ChengXiang Zhai, 2015, Bioinform..

Realizing private and practical pharmacological collaboration

Bonnie Berger, Brian Hie, Hyunghoon Cho, 2018, Science.

Large-Margin Classification in Hyperbolic Space

Bonnie Berger, Jian Peng, Hyunghoon Cho, 2018, AISTATS.

High-Resolution Transcriptome Analysis with Long-Read RNA Sequencing

Kevin S. Smith, Hyunghoon Cho, A. Battle, 2014, PloS one.

Emerging technologies towards enhancing privacy in genomic data sharing

Hyunghoon Cho, B. Berger, 2019, Genome Biology.

Compact Integration of Mu lti-Network Topology for Functional Analysis of Genes Graphical Abstract Highlights

Hyunghoon Cho, B. Berger, Jian Peng, 2022 .

UNRAVELING THE GENETICS OF HUMAN DISEASES BY INTEGRATING PATTERNS FOR EPISTASIS DETECTION AN HONORS THESIS SUBMITTED TO THE DEPARTMENT OF COMPUTER SCIENCE OF STANFORD UNIVERSITY

Hyunghoon Cho, 2012 .

Secure and federated linear mixed model association tests

Hyunghoon Cho, Bonnie Berger, Jeffrey Chen, 2022, bioRxiv.

Secure and Federated Genome-Wide Association Studies for Biobank-Scale Datasets

Hyunghoon Cho, J. Troncoso-Pastoriza, Bonnie Berger, 2024, bioRxiv.

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

Hyunghoon Cho, Minkyu Jeon, Hyeon-Jin Park, 2022, ECCV.

Generalizable and Scalable Visualization of Single-Cell Data Using Neural Networks.

Bonnie Berger, Hyunghoon Cho, Jian Peng, 2018, Cell systems.

Neural Data Visualization for Scalable and Generalizable Single Cell Analysis

Bonnie Berger, Hyunghoon Cho, Jian Peng, 2018, bioRxiv.

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

Hyunghoon Cho, Daphne Ippolito, Yun William Yu, 2020, ArXiv.

Geometric Sketching Compactly Summarizes the Single-Cell Transcriptomic Landscape

Bonnie Berger, Brian Hie, Hyunghoon Cho, 2019, bioRxiv.

Coexpression uncovers a unified single-cell transcriptomic landscape

Bonnie Berger, Brian Hie, Hyunghoon Cho, 2019, bioRxiv.

Assessing Single-Cell Transcriptomic Variability through Density-Preserving Data Visualization

Hyunghoon Cho, B. Berger, Ashwin Narayan, 2020, Nature Biotechnology.

Coexpression uncovers a unified single-cell transcriptomic landscape

Bryan D. Bryson, Hyunghoon Cho, B. Berger, 2019, bioRxiv.

Privacy-preserving genotype imputation in a trusted execution environment.

Hyunghoon Cho, S. C. Sahinalp, Xiaofeng Wang, 2021, Cell systems.

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

João Sá Sousa, Hyunghoon Cho, J. Hubaux, 2021, Nature Communications.

Secure genome-wide association analysis using multiparty computation

David J. Wu, Hyunghoon Cho, Bonnie Berger, 2018, Nature Biotechnology.

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

Hyunghoon Cho, Ibrahim Numanagić, Ariya Shajii, 2023, Genome Biology.

Single-cell RNA-sequencing (scRNA-seq) studies now profile millions of transcriptomes

Brian Hie, Hyunghoon Cho, Bonnie Berger, 2020 .

Privacy-Preserving Genotype Imputation in a Trusted Execution Environment

S. Cenk Sahinalp, Hyunghoon Cho, XiaoFeng Wang, 2021, bioRxiv.

Compact Integration of Multi-Network Topology for Functional Analysis of Genes.

Bonnie Berger, Hyunghoon Cho, Jian Peng, 2016, Cell systems.

Privacy-preserving biomedical database queries with optimal privacy-utility trade-offs

Hyunghoon Cho, Ryan Kim, Bonnie Berger, 2020, bioRxiv.

Density-Preserving Data Visualization Unveils Dynamic Patterns of Single-Cell Transcriptomic Variability

Hyunghoon Cho, Bonnie Berger, Ashwin Narayan, 2020, bioRxiv.

Assessing transcriptomic reidentification risks using discriminative sequence models

Hyunghoon Cho, Daniel Fridman, Bonnie Berger, 2023, bioRxiv.

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

Hyunghoon Cho, Bonnie Berger, Denis Loginov, 2023, Nucleic Acids Res..

Scalable and Privacy-Preserving Federated Principal Component Analysis

João Sá Sousa, Hyunghoon Cho, J. Troncoso-Pastoriza, 2023, 2023 IEEE Symposium on Security and Privacy (SP).

Mechanisms for Hiding Sensitive Genotypes with Information-Theoretic Privacy

Salim El Rouayheb, Hyunghoon Cho, Fangwei Ye, 2020, 2020 IEEE International Symposium on Information Theory (ISIT).

Diffusion Component Analysis: Unraveling Functional Topology in Biological Networks

Bonnie Berger, Jian Peng, Hyunghoon Cho, 2015, RECOMB.

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

Jian Peng, Hyunghoon Cho, Alexander P. Wu, 2021, Bioinform..

Compact Integration of Multi-Network Topology for Functional Analysis of Genes.

Hyunghoon Cho, B. Berger, Jian Peng, 2016, Cell systems.

Generalizable and Scalable Visualization of Single-Cell Data Using Neural Networks.

Hyunghoon Cho, B. Berger, Jian Peng, 2018, Cell systems.

Title: Coexpression enables multi-study cellular trajectories of development and disease

Bryan D. Bryson, Hyunghoon Cho, B. Berger, 2022 .